Skip to the planConcept engineering + operating plan / Version 2.0 · Red truck experienceResearch reviewed 08 October 2026
A3 Mobile Foodworks / The red truck concept
Warm broth. Bold kimchi. Meet your A3.
A red truck. Two signature foods. One memorable host. Sipping bone broth and kimchi with a freshly cooked egg, served through a simple, repeatable food-truck design built around the A3.
Familiar trailer architecture. A whole new service experience. AI concept visualization based on your truck and A3 reference photos.
Monthly sales goal$80,000Net of sales tax; not a forecast
Operating profit goal$20,000After depreciation, before financing/tax
Base demand required232/day26 days; $13.25 average ticket
Proposed crew1 A3 + PICHuman person in charge remains on site
The full construction, sourcing, logistics and financial plan continues below. The A3 is a proposed host and supervised server; enclosed equipment prepares the food. This is a planning and demonstration file with simulated orders and payments, not a connection to live equipment.
▶
Step up to the red truck.
Choose your food. Meet your A3 host. Follow one order from the counter to collection.
INTERACTIVE CONCEPT
A3 READYRED TRUCK / SERVICE WINDOW
AI concept image · tap a numbered station
A3 · your host
Welcome! I can help you order sipping bone broth, kimchi with a freshly cooked egg, or both. What sounds good?
1CONFIRM
2AUTHORIZE
3PREPARE
4CHECK
5PICKUP
Your order is ready.
BROTH
1 · A3 host & order assistant
The A3 greets customers, confirms the two-item menu and announces pickup. The photograph illustrates a proposed role; manipulation and real food service still require qualification.
Two foods. One good stop.
What can I get you?
Build a sample order. Every payment and service event here is simulated.
Sipping bone broth10 fl oz · warm, savory, ready to sip
$6
8 cups available
Kimchi + fresh egg180 g cabbage · one freshly cooked egg
$13
8 bowls available
Sample order total
$17 per cup + bowl pair; remaining items $6 / $13. Illustrative base prices, before tax; separate from the financial model.
No charge. No account. Just a taste of the experience.
Next ticket: A3-001
0Orders collected
$0Demo sales
0Discarded items
Order activity
Ready for your first order.
Photorealistic concepts combine your A3 references with the rounded trailer architecture. The new truck is red and promotes only bone broth and kimchi with egg. Accelerated animation times are illustrative, not measured A3 or cooking performance. Hot food, temperature checks, guarding, payments and pickup are simulated; this file has no equipment connection.
01
The investment decision
Build a food business that benefits from a humanoid—not a fragile robot demonstration that happens to sell food.
The recommended configuration
Use one professionally built, approximately 24-foot kitchen-body truck with a separated dry A3 presentation bay and two enclosed food lanes. Sell exactly two food products: a 10-fluid-ounce sipping broth and a 180-gram kimchi bowl topped with one freshly cooked, fully set egg. A combination purchase contains those same two products; it is not a third recipe.
Start on a permitted private site with shore power, an approved commissary, a human driver and a trained human food-safety lead. The robot greets, explains the menu, helps confirm orders, announces collection and—only after task qualification—moves closed lightweight trays within a guarded service bay.
What must be true before investing
The A3’s actual hands and software access must support the selected assembly and tray-handling skills. A fabricator must accept the weight, utilities and guarding design. Health and fire officials must accept the food process. Most importantly, customers must repeatedly pay the intended price for cabbage, an egg and broth.
The target-case model produces approximately $18,834 monthly operating profit at $80,000 sales, after $6,667 of depreciation and meaningful human staffing. About $81,911 of sales is needed for $20,000 under the same assumptions. Development spending and financing are shown separately rather than concealed.
The A3 is not a turnkey food-truck employee.
AGIBOT positions A3 around stage performance and interaction. Its published material is not evidence of certified commercial food handling, reliable egg cracking, autonomous vehicle assembly or safe unsupervised work around customers. Treat those as integration projects with acceptance tests. [S01]
Three operating stages—not one leap
Stage A · paid pilot
Human-led kitchen, robot-assisted service
A3 performs qualified presentation work; people prepare food using approved appliances. Measure actual demand, portions, cleaning time and intervention rates before ordering custom automation.
Stage B · target architecture
Machines prepare; A3 serves the interaction
Enclosed dosing, egg cooking, transfer and lidding execute fixed recipes. The on-site person handles sanitation, replenishment, exceptions and physical safety. This is the economic model’s intended steady state.
Stage C · conditional future
Approved unattended vending
Only after written regulatory acceptance, insurer acceptance and validated safe-failure behavior. Keep replenishment, deep cleaning, maintenance and driving as paid human work. No unattended labor saving is assumed here.
Scope boundaries
This plan does not add rice, bread, drinks, garnish stations, customer-selected egg doneness or a separate cooked-food menu. It does not assume autonomous driving, robot legal responsibility, free owner labor, manufacturer sponsorship, a confirmed supplier contract or a proven 25% margin. Prices, cycle times, capital allowances and revenue are explicitly editable planning assumptions.
02
A two-item menu by design
One portion size, one formulation and one packaging geometry for each product.
Product B · proposed $6
Hot sipping bone broth
Serving: 10 US fluid ounces, approximately 296 mL, in a 12-ounce heat-rated cup with a secure sip lid and sleeve. Keep the remaining cup volume as headspace. Serve plain, without added vegetables or toppings.
Initial reference: LonoLife grass-fed beef mix. Its published formulation includes beef collagen, chicory root and dried beef; it is a reconstituted product, not broth simmered on the truck. Follow the purchased product’s actual preparation instructions and label. [S09]
Proposed unit cost: $1.40 powder + $0.40 cup/lid/sleeve + $0.05 water/filter allocation = $1.85, before the model’s waste allowance. This is a purchasing target, not a supplier quote.
Product K · proposed $13
Kimchi + fresh egg bowl
Serving: 180 g of standardized chopped napa-cabbage kimchi, with a controlled brine fraction, topped with one approximately 50 g egg cooked after payment. Use one 16-ounce bowl geometry; finalize bowl capacity by a physical fill test.
Default presentation: chilled kimchi and a hot, fully cooked whole egg with the yolk intact but set. No rice or bread. No runny-yolk option at launch. Use a verified seafood-free kimchi formulation to reduce allergen complexity; the egg-containing finished dish is not vegan. [S11]
The broth name, ingredient disclosure and any protein statement must match the contracted formulation and serving. Do not claim the kimchi contains live probiotics merely because it is fermented: verify the exact SKU and any heat treatment. Shelf-stable and refrigerated kimchi are distinct supply choices. The pictured mini pouches are useful for tasting, but not the preferred high-volume format. [S12][S13]
Do not market either food as a treatment, detox, fasting aid or complete nutrition. The primary selling proposition is flavor, warmth, convenience and a memorable robot interaction. A cabbage-and-egg bowl without a starch may feel like a light meal; a $13 price therefore needs paid-market validation rather than optimism.
The egg decision: preserve the whole-egg appearance or simplify further?
Base plan: use pasteurized shell eggs. A trained commissary worker cracks them into separate covered raw-egg cassette wells on the same day, maintaining the yolk and shell-fragment inspection. Each well feeds a cooking ring. Do not pool raw eggs into a common hopper. This shifts a hard dexterity problem away from the A3, but the cassette, cold chain, cleaning and cooking method still require approval.
Explicit development alternative: pasteurized liquid whole egg can be metered into a ring and cooked fresh as a round omelet-style egg. It is mechanically simpler, but it does not reproduce a fried egg’s intact yolk and must not be substituted silently. Michael Foods lists both pasteurized shell-egg and liquid-egg categories. Neither option means a precooked patty reheated on the truck. [S14]
Fallback during the paid pilot: the human cooks each shell egg to order using an approved appliance. If the automatic egg module is unavailable during an automated shift, either use that trained manual process or suspend bowl sales. Do not replace the fresh egg with a reheated product while keeping the same promise.
Image reference board
Presentation reference only. The launch broth does not include these vegetables or bread.Brand reference supplied by the user. Marketing claims are not independently adopted by this plan.Packaging formats to discuss with the manufacturer; confirm the specific US foodservice formulation.Egg-on-top visual reference only. Rice shown here is excluded from the two-item launch menu.
The six original food reference images are retained and embedded in this file. Brand ownership and commercial-use permissions remain with their owners; obtain permission before using their advertising images in public truck signage or paid advertising.
03
Give the A3 work it can prove
Qualify the delivered machine—not a promotional video or a different model’s specification.
Your A3 reference · full-body movementYour A3 reference · face and upper bodyYour A3 reference · stance and proportions
These supplied A3 photographs establish the robot’s appearance in the red-truck concepts. They do not establish a qualified manipulation or food-service capability.
Published A3 reference
Implication for this concept
1.73 m tall; 55 kg; body 52 cm wide × 30 cm deep; 31 active degrees of freedom
Engineer headroom, transport restraint and a fall-contained dry bay.
5 kg single-arm payload listed
Use a preliminary 3 kg gross carried-load ceiling, including tooling; reduce it further if dynamic tests require.
Binocular RGB; standard manual lists no 3D LiDAR or manipulation RGB-D camera
Add independent fixed process vision and safety sensing; do not assume autonomous navigation.
Silicone-hand replacement described
Do not assume dexterous gripping. Confirm the installed hand, actuation and supported tool interface.
1,152 Wh listed; 10-hour claim tied to a standing/walking test; swapping supported
Measure the actual duty cycle and charger draw. Do not multiply battery capacity from the compartment count.
Manufacturer reference, not an acceptance certificate. Serial-number configuration, software entitlement, load curves and supported environment remain purchase gates. [S02]
Job 1 · modular assembly assistant
At a dry, guarded shop cell, present pre-kitted fasteners, move light parts between fixed nests, hold a camera at approved inspection poses, apply labels in a jig and present nonstructural panels to fixtures. An approved gripper and a task interface are prerequisites for any physical handling.
Use hard locating stops, tapered guide pins, captive fasteners, one-direction slides and large handles. A fixed torque tool should carry screw-driving reaction loads; do not ask the A3 to hold a heavy module or oppose tightening torque with its balance controller.
Job 2 · host, cashier interface and server
The A3 speaks the approved two-item menu, reads back a customer’s choices and points to the payment terminal. A payment processor—not the conversational model—authorizes payment. The robot announces an order number and explains how to collect from the locked handoff drawer.
After qualification, a robot may move a closed tray between fixed nests in its dry bay. The service remains operational through the kiosk and enclosed hatch when the robot is offline. The humanoid must not be the single point of failure for lunch.
Responsibility matrix
Task
A3 assignment
Machine / human boundary
Qualification
Parts scan, count, label
Candidate repeatable shop skill
Fixed scanner; human confirms exceptions
200 error-free representative cycles, then monitored production
Nonstructural panel presentation
Candidate with approved gripping
Fixture supports weight; human signs assembly
Gross load and balance test at every pose
Structural work, vehicle lifting, welding
Not assigned
Professional fabrication and lifting equipment
Trade inspection and engineer approval
Mains electricity, plumbing, fire systems
Not assigned energized or pressure work
Qualified trades install and test
Permits and signed test records
Egg cracking and kimchi portioning
Not assigned at launch
Commissary workers; later certified automation
Food-safety process approval
Hot-liquid pouring, cooking, food transfer
Not assigned directly
Guarded fixed food machines
Thermal, sanitation and spill validation
Order dialogue / status
Primary A3 customer job
Fixed menu, customer confirmation, kiosk fallback
Accuracy, noise, accessibility and escalation tests
Closed tray presentation
Later qualified server skill
No open hot cup; no reaching into the customer zone
1,000 representative transfers; zero unsafe events
Driving, cleaning, repair, incident response
No autonomous responsibility
Paid trained people
Documented operating authorization
Stop condition:
If AGIBOT cannot provide an approved hand/tool solution and sufficient supported control access, retain the A3 as a host but mark the assembly and physical-server work packages blocked. That configuration does not satisfy the full robot-labor objective. Resolve the hardware agreement before funding the custom build.
Measure productive work, not robot uptime
Record accepted assemblies per hour, human interventions per 100 cycles, seconds of human assistance, damage and rework cost, and percentage of orders completed while the robot is unavailable. Compare the same job with a human and with a fixed jig. For example, saving 40 paid labor hours at an assumed $35 loaded hourly cost is only $1,400 per truck; a $20,000 task-development effort would require more than 14 such builds to recover before support costs. Robot-assisted assembly should create repeatability, not merely move labor into hidden supervision.
04
Design the truck around flow
A separated A3 bay, parallel food lanes and a clear human service aisle.
Use a medium-duty commercial chassis with a professionally engineered kitchen body. The preliminary finished interior is 24 ft long × 8 ft wide, with at least 84 in unobstructed headroom where the robot stands. The actual exterior width, chassis rating, door sizes, roof equipment and legal road envelope must be resolved in the fabricator’s drawings. A 6-foot dry front bay leaves approximately 18 feet for the kitchen and service systems.
Robot-clearance gate: the six-foot bay is not yet demonstrated to fit.
The A3 manual calls for a minimum one-meter separation from its working area and warns against narrow, crowded operation. A 6 ft × 8 ft bay does not by itself establish that clearance, arm reach or fall containment. A partition is not an automatic exception. Obtain written OEM acceptance of the safeguarded application and the independent risk assessment; otherwise enlarge/reconfigure the vehicle or keep the A3 inactive on board. Do not begin public robot operation from this drawing. [S02]
Visual reference vs. engineering basis: the new photos use your rounded, twin-axle trailer as the exterior concept. The planning dimensions and equipment layout below remain a provisional kitchen-body design; a fabricator must reconcile shell size, payload, headroom and the A3 bay before construction.
Build rules that reduce robot work
Use equipment rails and keyed utilities so modules can be serviced without dismantling the truck. Keep the A3 behind a transparent barrier outside the food splash zone. Food paths move containers, not humanoid bodies. Standardize cassette handles and gripper nests.
Reserve a rear human access door plus an independently usable second egress path in the kitchen area; neither may require crossing the robot’s safeguarded space. Show the final door swings and clearances on permit drawings. The conceptual 24-inch equipment banks are provisional: service clearances and the actual sink sizes can require a larger body.
The service interface
Separate order-taking from collection so a customer asking the robot a question does not block finished food. Provide readable screens, a physical call-for-help button, an accessible payment and pickup position, audible and visual order signals, and a human alternative for speech, language or mobility barriers. The fabricator and accessibility reviewer must approve the final reach heights and clear ground approach; do not assume a conventional high truck window is accessible.
Use interlocked pickup drawers: the interior loading door and exterior customer door cannot open simultaneously. The cup remains vertical in a locating pocket. An occupied drawer blocks additional loading. A screened, protected service opening should keep customer hands, wind, pests and rain away from preparation equipment.
05
Make the food motions simple
Buy proven cooking hardware; develop only the interfaces that create measurable labor savings.
Module B · broth without packet tearing or ladles
Preferred production path: dry bulk mix → measured powder dose → metered heated potable water → enclosed mixing → cup weight check → lid press → leak/spill check → pickup. Use one recipe and one cup. Steam must not migrate into the powder hopper. Provide tool-free removal of all wetted components, drain access, a drip tray and a temperature interlock.
A BUNN iMIX portion-control platform is an appropriate manufacturer conversation because it is designed for powdered hot beverages. It is not a verified bone-broth dispenser. Require written compatibility guidance and an actual-product test for protein fouling, foam, sediment, clumping, cleanability and dosing accuracy. Unused hoppers are not permission to add more menu items. [S17]
Bench test 500 portions across full, half-full and almost-empty hopper states. Proposed acceptance: average powder dose within ±5% of target, finished volume within ±3%, no hazardous spills, reliable low-product detection, and cleaning completed within the planned shift allowance. These are project criteria, not published machine performance. The exact recipe and dispense temperature must reconcile the mix manufacturer’s instructions with scald-risk assessment; never label a temperature “burn safe.”
Fallback: a human mixes an approved small batch in a sanitary vessel and uses an enclosed metered dispenser with the required holding controls. Do not assume a soup urn heats quickly enough to perform a validated reheating step. Do not install a homemade auger over customer cups.
Module K · kimchi without scooping long leaves
At the commissary, standardize cabbage piece size and brine fraction. Portion 12 × 180 g into a covered, removable, non-vacuum cassette. A preliminary cassette carries 2.16 kg of kimchi plus about 0.7 kg of hardware: approximately 2.86 kg before any gripper. That does not automatically meet the 3 kg gross handling ceiling, which includes tooling. The base plan therefore uses human cassette exchange. Robot exchange would require a lighter or smaller cassette and a measured, qualified load envelope; no such labor saving is credited. The actual mass, handle loads and cleanability govern.
Load cassettes into a chilled indexed bank. A short, controlled gate motion releases one portion into a bowl at a fixed nest. This avoids dependence on an A3 judging portions with a spoon or untangling cabbage leaves. A load cell confirms the discharge; a light curtain and camera check the bowl and chute for obstruction. If a portion bridges, stop that pocket and escalate rather than shaking the truck or driving fingers into the mechanism.
These cassettes are custom food-contact equipment, not an off-the-shelf certified product. Prototype them on a bench before body construction. Size the chilled bank for approximately 192 portions; build a refill interface that can exchange a small cassette without warming the whole inventory. If the cassette concept fails release or sanitation tests, retain human portioning in the pilot and evaluate an approved commercial portioning machine with the actual chopped product.
Module E · a freshly cooked egg, not a warmed patty
Keep the raw-egg bank physically separate from the ready-to-eat kimchi. Each chilled well holds one inspected egg. After an authorized bowl order, a dedicated mechanism releases the egg gently into a cooking ring. A guarded lid closes; the machine records the recipe, starting conditions and complete cook cycle. A separate cooked-food transfer tool places the egg on the kimchi. Raw-side tools never become plating tools.
Antunes’ ES-600 is a six-ring commercial cooking reference with published 120–150-second cooking cycles. Its standard process still requires loading, removal and cleaning. Two units create service and maintenance flexibility, but do not arrive as automated egg factories. Lid actuation, cassette feeding, cooked-egg release, guarding and controls are custom integration requiring manufacturer and certifier approval. [S15][S16]
Use the conservative project target of 160°F / 71.1°C at the coldest egg point, with the validated cycle satisfying the applicable required time-temperature process. A trained food-safety specialist must prove that recipe across cold starts, maximum loads, low supply voltage and the largest egg. Surface infrared readings alone cannot establish the core temperature. The simulator’s cycle is an estimate and must lengthen if validation requires it.
For pre-cracked eggs, do not automatically use the less stringent rule for eggs broken in response to an individual order. The final method must meet the applicable code category. FDA’s model distinguishes those situations; this is one reason to use a conservative, fully cooked default. [S04]
Module P · packaging is part of the machine
Procure cups and bowls by machine-tested geometry, not just ounce capacity. Cup separators must detect double drops; lids need presence and seating checks. For bowls, index the container through cold portioning, egg placement and closing. Reject a missing egg, underweight portion, damaged container or insecure lid. Use a positive mechanical pocket rather than a slippery flat conveyor. A3 touches only a closed outer tray when its handling skill is enabled.
Only three custom handling problems matter at first:
reliable kimchi release, hygienic raw-egg feed and gentle cooked-egg transfer. Prove those on a bench. Avoid simultaneously developing dexterous hands, autonomous navigation, robotic packet opening, robotic cash handling and novel cooking technology.
06
How to construct the truck
Humanoids assist with standardized dry work. Professionals remain responsible for the vehicle and safety-critical systems.
Do not begin by asking a robot to build a chassis. Purchase a serviceable commercial platform and a professionally fabricated body. Build the food and robot modules on benches, qualify them, then install them into the vehicle. The same fixture designs and documented work instructions become the fleet assembly system.
Step
Construction sequence
Qualified A3 work package
Release evidence
1 · Requirements
Freeze the two recipes, portion/packaging geometry, site assumptions, service target and human responsibilities. Obtain preliminary health, fire and insurer feedback.
None required; record its exact hardware/software inventory.
Signed requirements and unresolved-issues register.
2 · Digital & full-size mockup
Produce a dimensioned layout, equipment/service envelopes, egress study and weight estimate. Tape out the kitchen and build a cardboard customer interface.
Approved stationary poses only, in a safe dry test area.
No reach conflict; cleaning access demonstrated; no unsafe customer contact.
3 · Vehicle procurement
Inspect chassis, brakes, tires, records, corrosion and service support. Choose rating from actual payload and axle loads—not total floor area.
Parts and label kit preparation off vehicle.
Independent vehicle inspection and engineer-approved load plan.
4 · Body & openings
Professionals cut and reinforce openings, install insulated walls, washable surfaces, sealed floor coves and roof penetrations.
Present light nonstructural components to supporting fixtures.
Structural and water-ingress checks; surface inspection.
5 · Module rails
Install mechanical rails and transport-rated anchors, then fit removable cabinet frames. Use serviceable access panels.
Torque records, dimensions and anchor certification.
6 · Water & waste
Qualified personnel install potable and waste tanks, pump, backflow protection, water heating, sinks and labeled segregated hoses.
Unpowered component identification; no pressure work.
Leak, pressure, drainage and potable-system sanitation records.
7 · Electrical & ventilation
Install shore inlet, distribution, protection, bonding, load controls, HVAC and the approved hood/suppression solution. Resolve equipment voltage before ordering.
Electrical inspection, full-load test and fire approval.
8 · Food cells
Bench-accepted refrigeration, broth, egg and packaging modules are lifted and secured by the fabricator. Add food-zone partitions and accessible drains.
Light parts and inspection poses only; no appliance lifting.
Sanitation assessment and functional acceptance repeated in vehicle.
9 · A3 cell
Install an OEM-approved, professionally engineered dock/fall-containment arrangement, physical barriers and external safety sensing.
Teach only approved pose and transfer skills at reduced commissioning settings.
Application risk assessment and emergency-behavior validation.
10 · Controls & payment
Wire safety functions separately from business software. Integrate kiosk, order ledger, inventory sensors and dedicated payment hardware.
Approved menu dialogue and status announcements.
Payment reconciliation, replay/idempotency and fault-injection tests.
11 · Acceptance
Run empty cycles, then water loads, then supervised food batches. Test full-load power, brakes/transport, sanitation, peak queueing and every stop condition.
Only tasks already qualified on the bench.
Signed factory and site acceptance reports; permits and insurance.
12 · Commission & hand over
Train operators, label isolation points, stock spares, document recipes and cleaning, and launch a controlled paid pilot.
As-built drawings, manuals, recipe versions, backups and training signoffs.
Assembly-cell tooling to standardize
Provide a height-adjustable worktable, fixed nests, barcode scanner, light bins with graspable handles, a professionally selected end effector, a reaction-supported torque driver, overhead inspection camera and interlocked guarding. The skilled fabricator owns welds, structural fasteners, utility commissioning and final quality. Avoid mixing energized construction work with robot teaching in the same space.
For each repeatable task, document the starting pose, part number, fixture state, gross load, allowed motion, success sensor, timeout, recovery state and human signoff. The robot is credited only for accepted work; human recovery time is charged to the task. Validate the complete application rather than treating any component’s specification as a blanket safety guarantee. [S22]
07
Sourcing & procurement
Named inquiry routes, explicit acceptance conditions and no invented wholesale contracts.
One delivered A3 with the exact supported hand configuration, developer access, transport cradle, charger, approved integration kit, training and US service terms. Budget placeholder: $60,000 configured.
Written SDK permissions, payload by pose, control latency, safe-stop behavior, duty cycle, ingress limits, warranty implications, spare availability and witnessed task trials. The budget is not a published A3 price.
Quote commercial chassis/body, conversion, modular rails, two exits, food-cell installation and transport-rated mounts. Obtain a second independent fabricator proposal.
Stamped work where required; loaded axle calculation, cleanable finishes, maintainability, commercial vehicle inspection and clear responsibility for the completed truck.
Bulk beef mix with a consistent dose per 10 oz serving; target $1.40 per serving. Ask for case weights, foodservice terms, lot traceability, shelf life and alternate-source policy.
Final ingredient/allergen label, taste approval, actual cost per prepared cup and 500-cycle dispenser test. A bulk bag does not automatically make the powder machine-compatible.
Refrigerated, chopped, seafood-free napa-cabbage kimchi in foodservice packs; target $1.70 per 180 g finished portion, or $9.44/kg after usable-yield adjustment.
Exact SKU, ingredient/allergen specification, brine/drained yield, piece-size range, cold-chain requirements and opened-pack life. Local Sysco availability is unconfirmed. Do not price a large bowl as one 80 g pouch.
Eggs / Papetti’s–Michael Foods or approved distributor[S14]
Uniform-size pasteurized shell eggs for the whole-egg presentation. Target $0.60 per egg. Request a separate liquid-whole-egg quote only for the disclosed omelet alternative.
Confirm exact SKU, pasteurization documentation, size, case count, storage, delivered cost and yield. Prove yolk integrity and the safe cooking recipe with the purchased egg.
Two six-ring ES-600-class commercial stations, matched to the final electrical supply, with OEM-approved integration evaluation and service spares.
Written decision on automatic loading, lid movement and transfer; certification path for modifications; actual voltage/amperage, ventilation and cleaning requirements. Stock machines are manually operated.
Broth dispenser / BUNN or approved equivalent[S17]
Evaluate iMIX-3 PC portion-controlled powdered beverage hardware with the actual broth. Compare an approved foodservice hot-liquid system if it fails.
Manufacturer permission, dose and temperature accuracy, recovery rate, ingredient flow, sanitary teardown and full-day test. Never treat a beverage listing as approval for collagen broth.
Refrigeration, sinks & water / commercial equipment dealer[S20][S21]
Commercial refrigeration sized around physical cassettes, not just cubic feet; separate raw-egg and ready-to-eat banks; hand sink; three-compartment warewashing; tanks and hot water.
Applicable listed/certified equipment, local plan approval, ambient-temperature recovery tests, largest-tool sink fit, service access and measured electrical load.
Three bench packages: kimchi cassette release, raw-egg feed, cooked-egg placement. Then bowl/cup dispensing, lidding, safety controls and pickup drawers.
Food-contact drawings, sanitation validation, risk assessment, guaranteed acceptance protocol, software ownership/escrow, spare-part drawings and an independent certification plan. Request at least two bids.
One cup/lid/sleeve set and one bowl/lid/fork/napkin family. Standardize nested geometry and purchase case quantities only after machine tests.
Food-contact compliance documentation; hot-fill rating; leak/drop testing; machine release, lid retention and supplier-change controls. No foam/plastic/material assumption overrides local rules.
Equipment review / NSF or accepted certifier[S21][S24]
Early evaluation of the complete custom food machine and modified appliances. Determine applicable cooking, refrigeration, vending and material standards.
A written route to acceptance before building. Component listings do not automatically certify the assembled system or humanoid.
Procurement sequence
First buy samples, not a fleet. Obtain small commercial lots of broth and two suitable kimchi formulations for blind taste and paid-price tests. Choose one formulation before designing the portioner. Purchase or rent manual commercial cooking hardware for the paid pilot. Request conditional quotations for the A3 interface, truck and automation, then release custom work only after the food-process and robot-access gates pass.
Every request for quotation must separate product price, tooling, engineering, certification, freight, duties, sales/use tax, installation, training, spares, travel, warranty exclusions and recurring licenses. Ask suppliers to quote a one-unit pilot and five-unit repeat build separately. Require a documented alternate for every critical consumable; substitutions trigger an allergen, dosing and cook-cycle review.
Use milestone acceptance in the contract: requirements and drawings; witnessed bench test; completed-truck factory test; site acceptance and retained final payment. The exact payment percentages are negotiable. Do not pay for an “autonomous kitchen” without a measurable definition of throughput, sanitation, intervention and safe failure.
08
Stocking & commissary logistics
Move sealed, measured inventory to the truck. Move washing, shell cracking and supply variability away from it.
Live link to the financial model:
This calculator uses the same sales, prices, ticket mix and trading days as Section 15. It adds the food-waste factor before inventory rounding. Daily truck loading includes an additional operational reserve; that reserve is not automatically counted as waste or expensed a second time.
Item
Daily use / truck, including waste
Daily dispatch / truck
Monthly fleet purchasing basis
Reorder triggers
Inventory position = usable on hand + confirmed incoming stock − allocations. Reorder when position falls below expected daily use × (lead time + safety days). For a periodic review, order up to daily use × (lead + review + safety), subtract position, then round to the vendor’s actual pack.
These are planning formulas, not a recommendation to keep opened kimchi or pre-cracked eggs for the calculated supplier cover. Hold unopened inventory only within the manufacturer’s life; pre-cracked cassettes follow the same-day policy.
Physical delivery rhythm
Deliver one sealed daily kit from the commissary before service. Schedule chilled supplier deliveries two or three times weekly initially, adjusted for actual shelf life and demand; buy dry powder and packaging less often. Add a midday replenishment route for stronger sites or smaller refrigerated capacity.
Dispatch by lot and first-expiring-first-out. Transport raw eggs separately from ready-to-eat kimchi in temperature-controlled containers. Return dirty cassettes in closed, labeled containers on a physically separate route within the vehicle. Nothing is prepared in a home kitchen.
Commissary work, in order
Station
Human procedure
Record / output
Receiving
Check approved supplier, intact package, lot, expiry and product temperature. Quarantine out-of-spec deliveries; do not “fix” questionable stock by chilling it later.
Receiving log and accepted lot identity.
Ready-to-eat kimchi
Use a clean dedicated station. Standardize cut and brine fraction; weigh 180 g into each sanitized pocket; cover immediately and refrigerate.
12-portion cassette, lot label, preparation time, measured tare and gross weight.
Raw-egg station
Separately inspect and crack pasteurized eggs into individual covered wells, preserving yolks. Remove any shell-contaminated or damaged portion. Do not pool eggs or reuse raw-contact tools for plating.
Same-day chilled egg cassette, lot and preparation timestamp.
Dry kit
Weigh powder into approved dry refill containers, without mixing lots invisibly. Stage matching packaging, sleeves, utensils and receipt stock.
Sealed replenishment kit; powder lot and tare.
Dispatch & return
Verify temperatures, counts and truck allocation. Reconcile unused safe stock, quarantined stock and recorded waste. Wash, rinse, sanitize and air-dry returned food-contact parts using the approved procedure.
Chain-of-custody record and a clean, dry spare cassette set.
Labor test: the base budget allows two commissary labor hours per truck-day. This must cover portioning, egg preparation, packing and attributable cleaning—not just filling containers. Time it during the pilot and increase the input if it cannot be achieved safely. At fleet scale, add capacity in sanitation, cold storage, delivery and supervision instead of multiplying truck count without support staff.
09
From order to handoff
The robot creates the welcome. A deterministic machine creates the meal.
01
Choose
A3 describes the two foods. Accessible kiosk shows exact ingredients, prices, sold-out status and full-cooked egg policy.
02
Confirm & pay
Customer confirms a visible order. Dedicated payment terminal authorizes it; the local ledger creates one unique job.
03
Prepare in parallel
Broth doses into a checked cup. A bowl receives cold kimchi while its egg cooks from raw after payment.
04
Verify & close
Check portion mass, complete cook record, egg presence and secure lids. Join combo components under one ticket.
05
Release
Announce order number. Interlocked drawer or qualified closed-tray transfer presents the food without exposing machinery.
Make the cashier role useful without making speech a payment terminal
The A3 may say: “We have hot sipping beef broth and a kimchi bowl topped with a freshly cooked, fully set egg. The bowl contains egg. Please review the ingredient list on the screen. Would you like the broth, the bowl, or both?” It can guide a customer toward the screen, repeat the confirmed total and announce a ready order. It must not improvise allergy guarantees, collect card numbers aloud, negotiate prices or authorize a food-safety override.
Use a certified payment terminal with contactless and chip acceptance. Cash handling is excluded from the initial automation design; review local requirements and retain a staffed cash accommodation if required. Order and receipt access must not depend on a customer owning a smartphone or being able to speak to the robot.
Recommended service rules
Reserve ingredients only after the order is accepted. Queue paid orders in a recoverable local ledger. Keep a combo’s broth preparation close enough to egg completion to avoid unnecessarily cooling the cup. Delay new bowl sales when the predicted wait exceeds the operating threshold; show the real estimate before payment.
Use two separate pickup drawers so one slow collector does not block all service. The customer-side opening cannot expose a moving mechanism. A receipt number is sufficient; facial recognition is unnecessary.
Quality and rejected food
Inspect the first portions at opening and after a refill. Send out no bowl without its egg and no broth with an uncertain lid. Maintain a conservative project pickup policy: alert staff at five minutes, discard uncollected assembled food at ten minutes unless the approved plan requires sooner. These are business rules, not universal legal time limits.
A short, explicit delay is preferable to secretly substituting a precooked egg. Refund or offer the other existing product when a lane is unavailable. A human approves refunds and records machine rejects, customer returns and spoilage separately.
Assembly and serving job cards for the A3
Each approved skill has a fixed name and a small state space: present_part_bin, inspect_fixture, greet_customer, explain_menu, announce_ready and, only if qualified, present_closed_tray. A business-language model may request a skill; it cannot create a new motion. The server job is primarily interaction and controlled handoff, not carrying an uncovered scalding cup through a public crowd.
10
Run a service simulation
A seeded queue model—not a performance claim about the A3, Antunes or BUNN.
Simulation assumptions and limits
Arrivals use a reproducible pseudo-random seed and the financial model’s current product mix. Broth requests use one sequential lane. Each egg station batches up to six orders; it waits up to 30 seconds for a partial batch, then loads and cooks. The base assumption is 180 seconds for loading plus cooking, followed by 20 seconds per egg for transfer. Two shared pickup drawers each occupy 45 seconds. Combo orders wait for both components.
The model runs arrivals for the selected window, then allows up to one additional hour to clear the queue. Reported wait times apply to completed tickets; unfinished tickets are reported separately, and a censored result is flagged. “Delivered during window” excludes completions during the later drain period. Timeline animation covers the arrival window only.
This model omits equipment warm-up, customer abandonment, payment time, detailed shared-plating conflicts, raw-egg replenishment, unscheduled faults and sanitation stops. Parallel stations assume independent transfer capability. Actual electrical and thermal recovery may lower capacity. The 75-ticket/hour mixed-service target is a bench-and-site acceptance target, not established throughput. Do not reduce staffing based on simulated results.
11
Power, water & vehicle weight
These constraints can invalidate an otherwise attractive floor plan.
Electrical basis—not a stamped load calculation
Preliminary connected loads: two egg cookers 6.4 kW; broth 3.6; sink hot water 3.0; HVAC 3.5; refrigeration 0.8; automation 1.0; lighting/POS 0.3; optional A3 charging allowance 1.5. These are design allowances pending exact nameplates—not verified ratings of the selected appliances or charger.
A 100 A / 240 V connection provides 24 kW nominal. The dashboard uses 80% of that as a conservative preliminary continuous-load planning screen, not a substitute for code-required demand calculations. Interlock load shedding so charging cannot trip the cooking supply. Have an electrician verify voltage, phases, circuit ratings, protection, bonding and all applicable continuous/noncontinuous loads. The A3 manual lists 110–220 V charging input; do not connect that charger directly to a 240 V branch. Specify a compatible 120 V branch and verify the delivered charger’s full voltage/frequency nameplate. [S02]
A 24 kWh battery at an assumed 85% usable capacity supplies only about 2.55 hours at an 8 kW average load. It is not an all-day kitchen battery. Auxiliary battery and inverter procurement is optional and must be added to the quote if not included. Plan shore power first; a professionally installed roughly 20–25 kW backup generator is only a candidate pending real loads, emissions, noise, exhaust and site rules.
Water, ventilation and payload
The water screen uses 10 oz per forecast broth including waste, plus assumed daily allowances of 25 gal cleaning, 15 gal handwashing and 2 gal egg-steam/process water, then a 15% planning reserve. Measure real use during full-day service; sink sizes and hot-water recovery must satisfy the approved plan, not this allowance.
FDA’s model specifies a mobile sewage tank at least 15% larger than the fresh-water supply tank. The proposed 100/80 gal combination clears that screen. Potable fill, approved backflow protection and a lawful commissary wastewater discharge are required design questions. [S04]
Weigh the completed truck with people, robot, stock, equipment, fuel and fluids; verify both gross and individual axle ratings. Fresh plus waste tanks fully loaded can hold approximately 1,501 lb of water-equivalent fluid. Do not infer remaining payload from body length. Heavy tanks and machines should be low and located through an engineered axle-load study.
Budget a professionally designed grease/steam ventilation and fire-protection solution unless the authority accepts a specific listed alternative. “Electric” does not automatically mean “no hood.” Separate kitchen moisture from the A3’s dry, temperature-controlled bay. Do not wash down the robot. Park level, secure the vehicle, stabilize it as engineered, establish electrical and sanitation services, and only then enable the presentation cell.
12
Food safety, public safety & approvals
Autonomy does not remove the permit holder, person in charge or duty to produce safe food.
Obtain local written acceptance before freezing the design.
Nashville, Tennessee is the assumed pilot jurisdiction—not a requirement from the user. FDA’s 2026 Food Code is a model. Its publication does not establish which edition Tennessee or Metro Nashville has adopted. The local mobile-unit document linked here is a legacy posted guide and must be checked against a current written plan-review checklist. [S03][S05]
Hazard / process
Proposed control and monitoring
Stop / corrective action
Chilled kimchi and raw-egg cassettes
Treat both as requiring temperature control unless the regulator approves a documented product-specific exception. Model-code cold holding is 41°F / 5°C or below; aim for 34–38°F. Continuous sensor logging, plus human product checks at receiving, opening, refills and at least every two hours as a proposed manual verification interval, unless the approved plan requires more frequent checks. [S04]
Warn at 40°F. Block affected sales at a verified over-limit condition; quarantine stock and evaluate its actual time-temperature history. Do not resume merely because the air sensor cools again.
Raw eggs → fully cooked egg
Pasteurized shell eggs; separate raw tools; validated worst-case recipe targeting at least 160°F core. The FDA model differentiates eggs broken to individual order from eggs prepared otherwise; pre-cracked cassettes must use the correct category. [S04][S23]
Incomplete cook record, unavailable validated conditions, power loss or suspect core result: reject batch, isolate and investigate. A timer alone is not evidence unless its process has been validated.
Broth preparation and heat
Follow the purchased powder’s instructions, including its required water preparation. Validate reconstitution and final dispensing range separately from burn mitigation. If broth is held hot, model-code hot holding is at least 135°F / 57°C; holding temperature is not the same as a required cooking/reheating process. [S09][S04]
Stop on failed recipe temperature, dosing or lid checks. No sale of a warm-but-unvalidated batch. Warn customers that the cup is hot and protect access to all scalding surfaces.
Allergens and substitutions
Egg disclosure always. Verify kimchi for fish/shellfish and broth for all declared ingredients. Maintain exact labels, supplier-change control and a human escalation path for allergy questions.
Unapproved substitute or uncertain label: mark affected SKU unavailable. Never let a language model reassure a customer about an unverified allergen.
Food-contact sanitation
Document disassembly, wash/rinse/sanitize/air-dry, sanitizer concentration and contact time from its label. Separate raw and ready-to-eat tools. Use a clean spare set to make scheduled swaps possible.
Unclean surface, inaccessible residue, missed required cleaning, chemical failure or damaged food-contact part: stop the affected cell. Cleaning intervals must meet the applicable code and validated equipment procedure.
Water / handwashing / illness
Dedicated accessible hand sink, soap and single-use towels; adequate potable hot/cold water; approved waste disposal; employee health and exclusion policy.
Loss of safe water, handwashing or lawful waste capacity is not a robot-only fault. Stop food service until the authorized corrective process is complete.
Robot motion and customer access
Independent guards, external safety sensing, approved dock/fall control, limited skills and safe separation. Assess stopping distance, reach and fall envelope for the complete application. [S22]
Guard breach, loss of stability, smoke or unsafe motion: safe hold of the affected system, protect people, isolate by the approved method and require competent human reset.
Permits and professional reviews
Health & commissary
Submit menu, process flow, equipment and plumbing plans, food-source list, cassette sanitation method, employee practices and commissary agreement. Ask specifically whether the design is a mobile food establishment or an approvable vending configuration. A human person in charge is the baseline; the FDA model generally requires PIC presence during operating hours, subject to regulatory exceptions that this plan does not presume. [S04][S05]
Fire, vehicle & location
Resolve cooking permit, hood/suppression, electrical systems, battery charging, generator/fuel and egress with the proper authorities. Nashville’s posted mobile-cooking fire permit fee was $151 for 12 months when reviewed; that is not the total permitting cost. Street vending and park access have separate rules. [S06][S07][S08]
Insurance & certification
Seek commercial auto, general/product liability, workers’ compensation as applicable, equipment breakdown and cyber coverage. Disclose the actual humanoid and autonomous machinery. Obtain written acceptance of the application and custom equipment’s certification pathway; do not rely on verbal assurances. [S21][S24]
Plan for no carryover of assembled meals
The simplest launch process prepares eggs to order and discards uncollected assembled meals under the approved policy. It does not cool and reheat cooked eggs for tomorrow. Unopened goods can follow their approved storage life. Opened ingredients and cassettes need lot, preparation, date-marking and discard rules approved for the actual food. Do not assume fermentation makes kimchi exempt, and do not introduce on-truck fermentation or reduced-oxygen packaging into this scope.
13
Software & the control boundary
Conversation is flexible. Recipes, payments and physical safety are not.
Customer / A3 dialogue / accessible kiosk ↓ visible order confirmation Payment terminal → authorization token → idempotent local order ledger ↓ inventory reservation + fixed signed recipe Machine controller ← independent safety system / temperature / guards / water ↓ measured dispense + validated egg cycle + packaging checks Order join → interlocked pickup → delivery record / waste / refund
A3 skill supervisor → OEM-supported interface → qualified fixed skills ↑ permission only; no direct cooking, payment or safety overrides from an LLM
Business layer
Maintain a local transaction database with unique order IDs, authorized quantities, payment references, ingredient reservations, recipe versions, temperature/cycle results and handoff state. Store no raw card data. A crash must resume a known state or require human reconciliation, never create a second meal or payment by replay.
Cache the approved menu and ingredient disclosures. Customer-facing language can vary; prices, allergens, discounts, refunds and substitutions require controlled data or authorized staff action. Provide a touchscreen path that works while A3 speech is unavailable.
Physical layer
Use deterministic controllers for food sequences and a separately engineered safety system for protective functions. Require cup/bowl presence, guarding, recipe-ready temperatures, valid inventory and mechanism-home states before movement. The robot uses only an OEM-supported interface; ROS access or arbitrary joint control is not assumed.
Remote monitoring can alert staff, but it is not a protective device or a substitute for on-site intervention. Emergency behavior must address falls as well as motion; indiscriminately cutting humanoid motor power can create a different hazard. Follow the engineered and OEM-approved stop strategy.
Minimum telemetry and security
Record stock by lot, wastage reason, food temperatures, completed cook cycles, alarms, actual human interventions, order delays, service availability and cleaning signoffs. Separate sales from commanded production and physical delivery so rejected food cannot masquerade as revenue. Use individual staff accounts, least privilege, encrypted links, signed configuration releases, a restricted maintenance network and logged remote access.
Keep faces and customer audio out of routine records unless a specific, lawful, consented purpose requires them. Do not use biometric identification for pickup. Apply updates only out of service, maintain rollback images, test restored backups and rehearse a loss of internet. Offline card acceptance depends on the payment provider’s permitted settings and risk rules; it is not automatically available because the kitchen has a local server.
Illustrative order state machine—not executable robot code
Any inconsistent state → HOLD_FOR_OPERATOR Payment failure before authorization → CANCELLED Failed food check → REJECTED_FOOD + authorized refund/replacement path Controller restart → reconcile payment, inventory and physical state Never transition from remembered command directly to fresh physical motion.
14
People & daily operation
Count all the human work—even work performed by an owner.
Daily phase
Human accountability
Robot / machine activity
Commissary preparation
Receiving and portions, egg cracking, raw/ready-to-eat segregation, labeling, dispatch temperature checks and cleaning. Base: 2 labor hours/day, to be verified.
A3 is normally assigned to the truck, not simultaneously credited as a commissary worker.
Drive & setup
Licensed driver performs transport inspection. Park at authorized site, secure and level vehicle, connect approved services, inspect surroundings, release transport restraint and complete opening checks.
Robot restrained/inactive during travel; controlled boot in protected dry bay only after clearance.
Pre-open
Check water, waste capacity, guards, food temperatures, clean parts, expiry, test portions, cashless terminal and local order recovery.
Run empty validation sequence, approved greeting, kiosk inventory sync and actuator homing with the bay clear.
10-hour sales window
On-site trained PIC coverage at all times. Staff handles illness/allergy questions, replenishment, cleaning, checks, jams, refunds and emergency response; relief covers breaks.
A3 hosts; fixed machines prepare. Qualified closed-tray skill is optional and can be bypassed safely.
Close & return
Stop new orders, reconcile accepted tickets, discard/label stock, clean and sanitize equipment, isolate power, secure robot, inspect truck and return to commissary.
No unsupervised overnight food production. Upload logs; run diagnostics only under an approved maintenance mode.
Weekly / scheduled
Deep sanitation inspection, maintenance, safety tests, training review, stock counts, supplier reconciliation and financial review.
Review measured task failure and intervention data; do not update production skills during public service.
Base staffing allocation: 14 on-site labor hours per trading day.
This supports approximately 12 hours of opening, service and closing coverage plus overlap/relief. Split it across employees; it is not a proposal for one person to work a 14-hour daily shift. At $30/hour loaded and 26 days, it costs $10,920/month. Commissary preparation, replenishment, management and maintenance are separate budget lines. Actual wage, benefits, overtime and scheduling obligations need payroll review.
The route allowance assumes a shared or efficiently scheduled route. A single remote pilot site may require substantially more driving and loading labor. Factory robot development and an assembly-cell spare are also separate from the truck’s daily crew. One physical A3 cannot simultaneously build the next truck and serve lunch on the current one.
Opening and closing control
Use the launch checklist in Section 19 for project acceptance, then issue shorter daily operating forms for the approved design. Opening requires signatures for potable water, cold chain, sanitation, safe machinery and permit/site readiness. Closing requires payment reconciliation, rejected-food/waste reconciliation, no unresolved customer orders, safe isolation and transport restraint. Unresolved critical alarms carry over visibly; a new day does not erase them.
15
The financial model
Edit the business. Watch demand, stocking, utility use and profitability move together.
Define “operating profit” before promising $20,000.
This model uses EBIT: earnings after direct costs, paid operating labor, other operating costs and straight-line depreciation, but before loan interest and income taxes. EBITDA is shown separately. Sales tax collected for government is excluded from revenue. The target is an assumption to test, not an earnings forecast.
Remainder; the two entered shares cannot exceed 100%.
Monthly profit and loss
Current scenario
Edit ingredients, fees, capacity and paid labor
Unit costs include the food and packaging breakdown in Section 02. The waste factor conservatively multiplies both food and packaging; it is an incremental planning allowance, not a literal measured spoilage rate. Payment fees are assumed effective fees on net sales; reconcile actual tax-inclusive processor charges and refunds in the real ledger. Availability is a demand/capacity screen, not an additional automatic revenue haircut: the revenue input is already realized sales.
Edit fixed monthly overhead and depreciation
The unit capital total in Section 16 feeds depreciation automatically. The simplified planning model assumes zero salvage value, 60 months for non-robot assets and 36 months for the A3 by default. AGIBOT advertises a designed lifespan of up to three years; actual commercial duty and replacement life must be confirmed. [S01] Actual accounting may use multiple asset classes and different treatment for development, repairs and replacements. Maintenance here is a conservative recurring cash-expense allowance, not a tax opinion about a reserve account.
Test the target instead of forcing the spreadsheet to agree
A specific path to the stated $20,000 goal: the base case is short by about $1,166/month. At the same $80,000 actual sales, a signed site-share reduction from 6% to 4.5% would save $1,200 and produce about $20,034 EBIT without removing human coverage. Alternatively, test $6 broth / $14 bowl / $18 both; at the same ticket mix and $80,000 actual sales, that gives a $14 average ticket and about $20,119 EBIT. Neither lever is assumed secured: a higher price may reduce demand, and lower site fees must be negotiated. Use the price-test button with base costs to reproduce that comparison.
Sensitivity, all else unchanged
Monthly EBIT
What changes
Profit does not establish cash sufficiency. Loan principal, capital replacements, inventory growth, deposits, income taxes and owner distributions affect cash separately. The model excludes third-party delivery-platform commissions because the initial sales channel is direct truck pickup. Add them explicitly before using a delivery marketplace. Fleet totals must add central staffing and spares rather than multiplying single-truck profit without adjustments.
16
Capital, working cash & rollout
Separate a repeatable truck from the expensive first learning cycle.
Repeat-unit capital allowance
Editable $
Budget boundary
Commercial chassis and body
Platform condition, rating and delivered build scope must be quoted.
Kitchen shell / cabinetry / conversion
Washable surfaces, partitions, windows and modular installation work.
Utilities, HVAC, water and fire systems
Resolve backup generator, battery, hood and site-infrastructure inclusions.
Commercial food appliances
Refrigeration, cookers and dispenser; avoid double counting fabrication.
Custom automation / controls / guarding
Repeat hardware allowance; first-of-kind engineering is separate.
One configured A3
Not a verified market price. Obtain actual hand, SDK and service quote.
Commissioning and training
Repeated factory/site acceptance and staff training.
Contingency
Small for a custom project; increase after risk-priced quotations.
Repeat-unit capital
Not a purchase offer or guaranteed delivered cost.
A rough repeat-unit planning range is $300,000–$500,000 or more, pending robot configuration, chassis, custom-machine success, certification and local utilities. This is an order-of-magnitude assumption, not researched competitive quotes. New supply information should replace every allowance. The $15,000 base contingency is intentionally visible and may be inadequate for this level of novelty.
Fund the learning curve explicitly
The separate $180,000 development allowance covers system engineering, prototype fixtures/cassettes, A3 task integration, software, testing and certification work. It does not claim those efforts will necessarily fit that budget. The $120,000 opening cash reserve is roughly two months of target-case cash operating outflow plus a cushion; deposits, a slow launch, major failures or delayed permits can require more.
The dashboard also shows a straight-line economic allocation of development over the chosen months. It is a management view, not an assertion about GAAP or tax treatment. At base assumptions, subtracting $15,000/month of development allocation materially changes the attractive steady-state story. The three-year A3 capital allowance also implies a potential replacement cash need around month 36; actual condition and OEM support govern. A five-year truck loan can therefore outlast the robot. A3 assembly savings are not credited until demonstrated and cannot pay back development merely by being described as robot work.
Illustrative revenue ramp
Trading month
Assumed net sales
EBIT at current cost settings
Milestone
This is a scenario, not a demand forecast. The ramp uses full recurring costs and depreciation each month, before financing, taxes, first-of-kind development spending and working-capital movements. Pre-opening cash burn is additional.
17
Where $80,000 of demand could come from
The robot may attract a first purchase. Taste, price and location must produce the next one.
Choose a powered anchor site first
Prioritize a permitted private campus, hospital-adjacent site, industrial employment center or mixed-use destination with repeat customers, safe queue space, accessible pickup and an adequate shore-power connection. Seek a predictable multi-month agreement rather than chasing events daily. The site must allow the actual cooking and robot operation, not merely truck parking.
A 10-hour selling window requires traffic beyond a short office lunch rush. Test morning broth, lunch bowls and evening sales at the specific site. Do not assume national interest in robots translates to local willingness to buy this two-item menu.
Quantify the location requirement
“Relevant passersby” means people present during operating hours who can access and plausibly buy the food—not total road traffic or a building’s full employee count. Count observed traffic in 15-minute intervals and match it to actual ticket timestamps.
Demand-building without adding food SKUs
Use employer preorder windows, timed pickup, direct catering orders of the existing two items, visible order-number pickup and repeat-customer rewards. Cap preorder blocks against machine capacity. A catering order can smooth demand but may lower realized prices; discounts must flow through the net-sales and average-ticket assumptions. Do not double count a combo as two customer transactions.
Before a long site contract, sell through a permitted human-operated pilot for at least two representative weeks. Test the stated portion and prices, not free samples alone. Measure tickets per active hour, product mix, conversion, repeat purchases, refunds, waste, actual prep/cleaning labor and customer comments about portion satisfaction. Require a credible route to the target volume at a defensible margin before ordering multiple trucks.
Respect the narrow menu’s tradeoff.
A two-product menu makes automation simpler, but it excludes customers who dislike kimchi, avoid eggs or beef, want a larger meal, or cannot tolerate the product’s spice or ingredients. Do not solve a weak location by quietly adding rice, drinks and customization that invalidate the mechanical design. First test price, positioning, site and repeat demand with the fixed scope.
18
Failures, fallback & recovery
A credible autonomous system specifies what it refuses to do.
This is an isolated fault-policy demonstration. It does not alter the queue simulation or control any hardware. A real reset requires diagnosis and authorized clearance; changing this dropdown does not model that authorization.
Business / engineering risk
Early warning
Response before scaling
A3 lacks required hand or SDK capability
Supplier will not provide supported access or the actual unit cannot repeat the motion.
Do not release manipulation work. Use approved presentation skills only; decide explicitly whether an A3-centered business still justifies its cost.
Custom egg or kimchi mechanism fails
Bridging, broken yolks, cross-contact, residue or repeated human clearing.
Continue approved staffed pilot. Redesign on the bench, not during service. No fleet order before sanitation and reliability gates pass.
Capacity too low
Long queues at 60 tickets/hour; broth recovery or egg transfer bottleneck.
Measure stage times, isolate the constraint, reduce arrival acceptance or add a validated parallel fixed module. Another humanoid is not the default solution.
Sales below plan
Repeat demand and relevant foot traffic fall short despite representative hours.
Test site, price and messaging; renegotiate location cost; pause expansion. Do not present $80k as contracted demand.
Food cost or site fee rises
Delivered usable-yield cost or rent exceeds the model.
Run stress tests, obtain approved alternates and adjust prices transparently. Supplier changes require recipe and allergen validation.
Single-point service failures
One unique motor, controller, cassette seal or imported part disables the kitchen.
Carry tested critical spares; modular replacement interfaces; service-response agreement and independent kiosk path. Fleet spare A3 is additional capital.
Unattended operation not approved
Authority or insurer requires people on site.
The base plan already includes them. Do not claim remote staff legally replace a PIC without written approval.
Transport, fire or public injury
Weight/egress unresolved; customers can reach moving hardware; unapproved charging.
Stop commissioning until qualified engineering, inspections and insurance acceptance resolve the risk.
19
Validation & launch gates
Release capital by evidence. Do not schedule around hoped-for capabilities.
Planning horizon: roughly 20–28 weeks after the necessary OEM access, design approvals and suppliers are available. Permit queues, custom machinery and robot integration may take longer. The schedule is illustrative; passing a gate matters more than reaching a date.
Validation
Proposed acceptance target—not yet demonstrated
Evidence retained
Menu and demand
At least two representative weeks of paid sales; actual prices, portions and operating hours; credible path to target ticket volume and positive contribution margin.
Payment exports, timed traffic counts, mix, waste and repeat-customer observations.
A3 assembly / closed-tray skill
At least 1,000 representative cycles per released skill; ≥99.5% first-pass completion target; all recovery labor measured; no unsafe event. Numeric reliability is not a safety certification.
Load/pose envelope, task logs, videos with consent, recovery records, risk assessment and supplier signoff.
Food handling mechanisms
500-cycle early screening, followed by at least 2,000 representative portions; target ≥99.5% correct release and plating without unplanned intervention. Zero accepted unsafe portions.
Mass distributions, egg presence, rejected units, jams, lid integrity and traceability.
Cooking, cold chain and sanitation
Validated worst-case egg recipe; full-day cold recovery; validated broth preparation; cleanability and repeat teardown witnessed by qualified reviewers; all required readings within approved limits.
Temperature records, calibrated measurements, sanitation validation and approved SOPs.
Service capacity
Demonstrate 60 mixed tickets/hour with 95th-percentile order-to-ready time below 6 minutes; separately challenge 75/hour sustained target with the specified mix and queue. Include refill and cleaning interruptions.
At least three representative service-length tests, order timestamps and intervention logs; distinguish ready time from customer collection time.
Faults and recovery
Test power, network, water, cold-chain, guard, sensor, drawer, payment replay and robot failures; safe containment and authorized restart every time.
Signed fault matrix, failure logs and no duplicate charge/meal after restart.
Commercial release
Permits, site rights, insurance, trained PIC coverage, service spares, approved food sources, passed vehicle checks and adequate working cash.
Signed launch decision by accountable humans.
Project signoff checklist
Checks are local planning marks only—not certification. Changes remain in this open page; “Save checklist & notes” stores them in this browser where local storage is supported. Export a copy for a durable record.
20
A build-ready request for quotation
Send this scope to AGIBOT, the fabricator, food-machinery integrators and the reviewing authorities.
Project: A3-assisted two-product mobile food unit
Objective. Design and commission one mobile unit selling only 10 oz hot sipping beef broth and a 180 g kimchi bowl with one freshly cooked, fully set whole egg. Combo orders contain the same two foods. One AGIBOT A3 performs supported presentation and specifically qualified dry manipulation tasks; enclosed fixed machinery performs cooking and primary dispensing. Human driver, on-site PIC, sanitation and maintenance remain in scope.
Performance basis. Approximately 232 paid transactions per trading day at the base price/mix; 10 selling hours, 26 days/month. Validate 60 mixed tickets/hour and a separate 75/hour sustained design target, with all required replenishment and sanitation included. No assumption of robotic shell cracking, autonomous driving, public roaming or direct open-food handling.
Mechanical and utilities. Provisional 24 ft × 8 ft interior; separated dry A3 cell, independent human egress, raw/ready-to-eat separation, sanitary cassette modules, two egg cookers, single broth lane, two interlocked pickup drawers and accessible kiosk. Engineer dimensions, axle loading, transport restraint, fall containment, ventilation, electrical and water systems. Preliminary 100 A / 240 V shore, 80 gal fresh and 100 gal waste; replace allowances with approved calculations.
Required deliverables. Equipment list with exact part numbers; dimensioned as-built drawings; loaded weight/axle report; utility calculations; food-contact and sanitation design; recipe validation; guarding and safety risk assessment; OEM approvals; equipment-certification path; source code/configuration ownership; spare-parts package; operator training; maintenance and cleaning manuals; insurance information; factory/site acceptance evidence and warranty/support response.
Commercial response. Itemize first-of-kind engineering separately from repeat-unit hardware. Identify exclusions, dependencies, lead times, milestones, change-control rates, freight/duty/tax, software licenses and recurring support. Provide an honest list of unproven capabilities and describe how each will be tested before purchase acceptance. Quote optional standby power, fleet spare robot and incremental site infrastructure separately.
Acceptance and authority. No substitution of reheated patties for a freshly cooked egg without an explicitly approved menu change. No modified appliance treated as automatically certified. No machine or language model may override food safety, protective systems, customer payment consent or human regulatory accountability. Final construction begins only after the agreed approval gates.
The first four decisions
Secure written A3 hand/SDK access and a task trial. Agree on the exact two food formulations and run a paid pilot. Obtain a preliminary local approval pathway for the fresh-egg/cassette process. Then commission the three difficult food-handling bench tests. Those decisions are more valuable than ordering the chassis early.
21
Sources & assumption register
Primary manufacturer, regulator and service-provider references reviewed 08 October 2026.
Evidence legend
Published: referenced manufacturer specifications and regulator text, subject to exact model/version and local adoption. Proposed: menu, floor plan, cassette designs, staffing and process choices. Assumed: sales, prices, costs, capital, cycle times and demand. Unproven: A3 manipulation access, custom automation reliability, certification acceptance and target throughput.
Links open the publisher’s page and require internet. The plan, images, diagrams, calculators, simulations and checklists themselves run from this one file without external libraries or network requests. The six embedded food images were supplied by the user and are reference imagery, not endorsements, verified nutrition panels or a representation of the final serving. Some show bread, vegetables or rice that are expressly outside this menu.
No delivered A3 quote, supported gripper configuration, US robot-service agreement, supplier availability for a particular food SKU, truck fabrication quote, utility-site agreement, permit approval, insurance binder, certified modified cooking system, customer-demand study or prototype performance test was supplied. This file does not claim any of them exists. Replace provisional values with dated written evidence before making commitments.
This is concept engineering and business planning, not professional construction drawings, a food-safety certification, legal advice or a financing recommendation. Use qualified vehicle/electrical/fire engineers, food-safety reviewers, the local authority, an insurer and accounting counsel for their respective approvals. The responsible operating business and people remain accountable for the truck and food.