Which airport and port automation remembers every recurring delay across shifts?
Memory and handovers for baggage robots, tugs and terminal automation: recurring delays, equipment faults, shift continuity.
Researched Sep 27, 20263 solutions reviewedAI in the cloud: 0 of 3
Prismatic Agents makes Prismatic. Its row is first, highlighted and labelled, so you can compare every solution against it; the others follow alphabetically and are ranked by nobody. Every value carries an evidence label; "Where Prismatic leads" is our view as its maker.
The situation today
Autonomous baggage tractors run at Toulouse, Narita and Changi; autonomous dolly-tugs are being commercialised; container terminals run vendor-agnostic automation software at huge scale. Their systems optimise the move in front of them; the recurring delay at stand 14, and what each shift agreed about it, is not their product.
Machines and chips in use: Driverless tow tractors (TractEasy EZTow, Aurrigo Auto-DollyTug) with lidar-based navigation; automated terminal equipment run by Kalmar One.
The chart
MeasuredPublishedReportedEstimateNot disclosedNot disclosed is never shown as “no”.
Solution
Type
Machine and chip
Where its AI thinks
Lasting memory
Offline
Price
PrismaticWe make it
Lasting local mind (never controls motion or safety)
Mac mini M5 Pro 64 GB as the site's control centre (retrofit)
Local only Measured
Lasting memory with sources, receipts and handover Measured
Yes Measured
US$19 per vehicle a month, unlimited turns; 64 GB Mac mini (M5 Pro) about US$2,699 once per site (proposed sector licence) Estimate
Auto-DollyTug · Aurrigo
Autonomous baggage and cargo tug
Electric autonomous vehicle
Onboard autonomy Reported
Not disclosed Not disclosed
Yes (airside autonomy) Reported
Not disclosed Not disclosed
Kalmar One · Kalmar
Terminal automation software
Equipment-agnostic; runs automated terminals
Not disclosed Not disclosed
Operational data Reported
Not disclosed Not disclosed
Not disclosed Not disclosed
TractEasy EZTow · TractEasy (TLD + EasyMile)
Driverless baggage tractor
EasyMile autonomy
Onboard autonomy Published
Not disclosed Not disclosed
Yes Published
Not disclosed Not disclosed
What Prismatic would cost you
Sector price: US$19 per vehicle a month, unlimited. Proposed list prices in US dollars; change the numbers and everything updates.
First year—
Each year after—
Five years—
Prismatic licence only, five years—
What this sector pays today, five years—
Cloud AI instead, five years—
What this sector pays today: Ground and fleet vehicle telematics US$27-60 per vehicle a month (Samsara) (Reported, source). That is often a whole product; Prismatic adds the lasting local memory beside it. Hardware is bought by you from Apple or NVIDIA. Electricity at 14.2¢/kWh around the clock. Prices are proposals until the first customer agrees them. How Prismatic is licensed
Run your numbers
What recurring ramp delays cost
Minutes of delay that repeat at the same place or time.
Delay minutes a year—
Cost a year—
How it works: cost = turns × 365 × share × minutes × cost per minute.
Reviews and gaps
One card per solution. Strengths first; gaps are about this job, not about the product being bad.
Auto-DollyTugAurrigo · Autonomous baggage and cargo tug
Our review. Award-winning airside autonomy being commercialised worldwide with Aviation Solutions.
Gaps for this job. Moves bags; operational memory is elsewhere.
Recurring delays connected across shifts, vehicles and vendors.
Local, in secure operational networks.
Handover and receipts for incident investigations.
Vendor-neutral.
How Prismatic solves it
Host: Mac mini M5 Pro 64 GB as the site's control centre (retrofit).
A Mac mini in the ramp or terminal operations room keeps the site's memory, offline from the internet.
PPAI events and recurrences (F33, F04); handover (F03); work orders (F36).
Hosts. Prismatic runs on a 64 GB Mac mini (M5 Pro) beside machines that already work, and is carried next into new machines on the Jetson AGX Orin 64 GB, the host for greenfield sites.
Retrofit: Mac mini with M5 Pro, 64 GB, 64 GB unified, 307 GB/s; about US$2,699 (US$1,699 base plus US$1,000 for 64 GB (Apple configuration prices, reported)).
Licence here (proposed sector price, US$): US$19 per vehicle a month, unlimited turns. What this sector pays today: Ground and fleet vehicle telematics US$27-60 per vehicle a month (Samsara) Reportedsource. Design-partner pilot: US$5,000 for 90 days, credited in full to the first year's licence. How Prismatic is licensed
Status: Runs today on the prototype; connectors to ground-handling and terminal systems are to build. Features used: PPAI gateway, Recurrences, Shift handover, Work orders, Receipt ledger / audit.
A day with it: Night ops sees tug 7 failed to dock at stand 14 three times; a work order goes to maintenance with evidence.
Genesis Blueprint · Project blueprint (PRD)
The team Genesis would build for this
Baggage robots, tugs and terminal automation with shift continuity and memory of every recurring delay. A baggage-hall reliability programme for one terminal is a 90-day project.
Baggage system reliability analystRepeat trips and jamsMethodical, alert
Turnaround coordinatorBag delays to gates and departuresQuick, courteous
Ramp safety officerIncidents near peopleVigilant, firm
Equipment maintenance plannerMotors, belts, tugs before they failOrganised, practical
Shift handover keeperNo open fault crosses a shiftClear, steady
First 30 days
Connect alarm logs
Name every conveyor section and tug
First pre-peak briefing
Rank the top ten repeat faults
How we'll know it works
Mishandled bags per 1,000 down a fifth
Repeat motor trips halved
Complete handover every shift
In a Prismatic studio this blueprint waits in the Marketplace, ready to be born: Genesis gives each role an original name, look, voice and character, and nothing starts until the founder presses Generate. Founders can also write their own blueprint step by step in the Blueprint Builder.
Investment outlook
Score45/90
Money in the market3/5
Ease of funding now2/5
Local-mind advantage3/5
Approach: Existing fleets; read-only site box.
Market: Medium: large operators, but few buyers and long procurement.
Funding: Hard at seed: long sales cycles.
Business model (hypothesis): Enterprise subscription (hypothesis).
Why fund it, and the risks: Large but slow buyers. Risks: long procurement.
First validation step: Interview 2 ground handlers.
Scores are first-pass hypotheses from general industry knowledge (UseCase file 05), not researched market sizes.
For patient investors
The same mind, market after market.
Retrofit sites pay first on a 64 GB Mac mini (M5 Pro) beside machines that already work. Greenfield machines carry the same mind inside, on the Jetson AGX Orin 64 GB, licensed per machine. The horizon (blackouts, wilderness, space) is where a mind that needs no cloud is not a feature but the point.