Prismatic Agents

Use case 16 Earn nowRetrofit · 64 GB Mac mini

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”.
SolutionTypeMachine and chipWhere its AI thinksLasting memoryOfflinePrice
PrismaticWe make itLasting local mind (never controls motion or safety)Mac mini M5 Pro 64 GB as the site's control centre (retrofit)Local only MeasuredLasting memory with sources, receipts and handover MeasuredYes MeasuredUS$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 · AurrigoAutonomous baggage and cargo tugElectric autonomous vehicleOnboard autonomy ReportedNot disclosed Not disclosedYes (airside autonomy) ReportedNot disclosed Not disclosed
Kalmar One · KalmarTerminal automation softwareEquipment-agnostic; runs automated terminalsNot disclosed Not disclosedOperational data ReportedNot disclosed Not disclosedNot disclosed Not disclosed
TractEasy EZTow · TractEasy (TLD + EasyMile)Driverless baggage tractorEasyMile autonomyOnboard autonomy PublishedNot disclosed Not disclosedYes PublishedNot disclosed Not disclosed

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.

Sources: aurrigo.com · aurrigo.com

Kalmar OneKalmar · Terminal automation software

Our review. Proven at the world's largest automated terminals; now standalone and vendor-agnostic.

Gaps for this job. Optimises operations; not a memory of human decisions and handovers.

Sources: kalmarglobal.com · globenewswire.com

TractEasy EZTowTractEasy (TLD + EasyMile) · Driverless baggage tractor

Our review. The most-deployed autonomous tow tractor, fully driverless at Toulouse and Level 4 in Japan.

Gaps for this job. Driving is the job; shift memory is not.

Sources: tracteasy.com · tracteasy.com

The maker's view · the chart above is unchanged

Where Prismatic leads

  1. Recurring delays connected across shifts, vehicles and vendors.
  2. Local, in secure operational networks.
  3. Handover and receipts for incident investigations.
  4. Vendor-neutral.

How Prismatic solves it

Host: Mac mini M5 Pro 64 GB as the site's control centre (retrofit).

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)).
  • Greenfield sites: NVIDIA Jetson AGX Orin 64 GB, 64 GB LPDDR5, 204.8 GB/s; US$2,999 (Module, 1,000+ units (NVIDIA); developer kit US$3,499; Industrial 64 GB module US$3,199 (ECC, 15-75 W)).

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) Reported source. 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.

Ground operations duty manageryour companionPre-peak briefingComposed, decisive
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

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.

Watch the 8-minute filmSee the full pitchInvestor briefing: info@prismaticagents.com

What we could not verify

Onboard compute of the tow tractors.

About the companies and organisations

A quick introduction to the names on this page. Staff counts describe the stated organisation and reporting period; they are not live totals.

Apple

Makes iPhones, Mac computers and other devices, along with their software and online services. [1]

Based in
Apple Park, Cupertino, California , US [1]
Established
1976 [1]
Staff
166,000 (Organisation-wide figure reported by the cited source; 2025) [1]
Key people
John Ternus, CEO; Tim Cook, executive chairman (roles effective September 1, 2026). [2]

Sources checked 2026-10-05. Profiles are current background, not a statement of who held a role on the article date.

Aurrigo

Builds automated vehicles and software for moving baggage and cargo around airports. [1] [2]

Based in
Coventry, United Kingdom [3]
Established
1993 [3]
Staff
Not yet verified.
Key people
David Keene and Graham Keene, co-founders. [3]

Sources checked 2026-09-27, 2026-10-05. Profiles are current background, not a statement of who held a role on the article date.

EasyMile

Develops driverless vehicle technology for moving people and goods. [1] [2]

Based in
Not yet verified.
Established
Not yet verified.
Staff
Not yet verified.
Key people
Not yet verified.

Sources checked 2026-09-27. Profiles are current background, not a statement of who held a role on the article date.

Kalmar

Makes cargo-handling equipment and software for ports and logistics sites. [1] [2]

Based in
Not yet verified.
Established
Not yet verified.
Staff
Not yet verified.
Key people
Not yet verified.

Sources checked 2026-09-27. Profiles are current background, not a statement of who held a role on the article date.

NVIDIA

Designs processors and software used for AI, graphics and large computing workloads. [1]

Based in
Santa Clara, California , U.S. [1]
Established
1993 [1]
Staff
Approximately 42,000 employees (NVIDIA worldwide; Fiscal year 2026) [2]
Key people
Jensen Huang ( president and CEO ); Bill Dally (chief scientist) [1]

Sources checked 2026-10-05. Profiles are current background, not a statement of who held a role on the article date.

Samsara

Makes connected devices and software that help businesses monitor vehicles, equipment and operations. [1]

Based in
San Francisco, California, United States [2]
Established
2015 [2]
Staff
Not yet verified.
Key people
Sanjit Biswas and John Bicket, co-founders. [2]

Sources checked 2026-09-27, 2026-10-05. Profiles are current background, not a statement of who held a role on the article date.

TLD Group

Makes airport ground-support equipment, including baggage and cargo towing vehicles. [1]

Based in
Not yet verified.
Established
Not yet verified.
Staff
Not yet verified.
Key people
Not yet verified.

Sources checked 2026-10-05. Profiles are current background, not a statement of who held a role on the article date.

TractEasy

Provides driverless towing vehicles for moving goods and baggage around industrial sites and airports. [1] [2]

Based in
Not yet verified.
Established
Not yet verified.
Staff
Not yet verified.
Key people
Not yet verified.

Sources checked 2026-09-27. Profiles are current background, not a statement of who held a role on the article date.