Prismatic Agents

Use case 09 NextRetrofit now · Greenfield next

Which hospital robots remember what happened on the ward, and who owns that memory?

Persistent memory and governed handovers for delivery, disinfection and logistics robots in hospitals and care homes, and for the facilities teams around them.

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

Hospitals run delivery robots (TUG, Relay) and mobile manipulators (Moxi) to relieve nurses and porters. The makers are adding fleet learning ('world models') that improve every robot. The hospital's own memory of stalls, incidents and handovers, kept locally under health-data rules, is not their product.

Machines and chips in use: Delivery AMRs with laser scanners and depth cameras (TUG uses a SICK scanner and Intel RealSense); Moxi 2.0 is a mobile manipulator with arm and gripper.

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$99 per robot a month, unlimited turns; US$500 activation + Jetson AGX Orin 64 GB module US$2,999 once per robot (proposed sector licence) Estimate
Moxi 2.0 · Diligent Robotics (Serve Robotics)Hospital mobile manipulatorMobile base, arm and gripperFleet 'World Model' learning across hospitals PublishedLearns from the fleet's experience PublishedNot disclosed Not disclosedNot disclosed Not disclosed
RelayRx · Relay RoboticsHospital delivery robotDelivery AMR with secure compartmentsNot disclosed Not disclosedChain-of-custody records PublishedNot disclosed Not disclosedNot disclosed Not disclosed
TUG · Aethon (ST Engineering)Hospital tug AMRSICK laser scanner, sonar, infrared; Intel RealSenseNot disclosed Not disclosedFleet logs ReportedNot disclosed Not disclosedNot disclosed Not disclosed

Run your numbers

What robot stalls cost nurses

Time nurses and porters spend rescuing stalled deliveries.

Staff hours a year—
Cost a year—
Possible saving—

How it works: hours = robots × stalls × 52 × minutes ÷ 60.

Reviews and gaps

One card per solution. Strengths first; gaps are about this job, not about the product being bad.

Moxi 2.0Diligent Robotics (Serve Robotics) · Hospital mobile manipulator

Our review. The largest mobile-manipulation fleet in hospitals (25+ sites), now learning across its fleet.

Gaps for this job. The learning belongs to the vendor's fleet; the hospital's own narrative is separate.

Sources: globenewswire.com · therobotreport.com

RelayRxRelay Robotics · Hospital delivery robot

Our review. Secure, chain-of-custody delivery used daily at major hospitals.

Gaps for this job. Delivery records, not a ward-level memory of problems and decisions.

Sources: businesswire.com

TUGAethon (ST Engineering) · Hospital tug AMR

Our review. The veteran: in 125+ hospitals, carrying up to 1,000 lb.

Gaps for this job. Older architecture; security patches have been needed.

Sources: aethon.com · cyberscoop.com

The maker's view · the chart above is unchanged

Where Prismatic leads

  1. The hospital owns the memory, on site, under its own health-data rules.
  2. Stalls and incidents linked to what facilities did next, across vendors.
  3. Work orders the robot accepts or refuses, with receipts for audits.
  4. Handovers for porters and facilities, every shift.

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$99 per robot a month, unlimited turns. What this sector pays today: Hospital robot lease or subscription US$1,500-8,000 per robot a month (Aethon TUG, Diligent Moxi) 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; robot vendor connectors and healthcare security reviews are to do. Features used: PPAI gateway, Machine resume, Recurrences, Receipt ledger / audit, Local-only, Work orders, Shift handover, Confirm-before-write.

A day with it: The brief shows the delivery robot stalled at lift B nine times this week, always 14:00–15:00. Facilities accept the proposal to change the route window; the robot's resume carries the new rule.

Genesis Blueprint · Project blueprint (PRD)

The team Genesis would build for this

Delivery and disinfection robots with governed handovers and a memory the facilities team can trust. Deploying a delivery robot fleet with safety and chain-of-custody targets is a 90-day project.

Logistics programme leadyour companionDaily stand-upComposed, caring
Pharmacy chain-of-custody keeperEvery medication delivery signed forExacting, trustworthy
Clinical liaisonNurse feedback into route changesWarm, respectful
Infection prevention advisorRules for isolation areasCareful, firm
Robot operations coordinatorStuck deliveries, escalationsCalm under pressure
Facilities and elevator liaisonBuilding systemsPractical, patient

First 30 days

  • Map routes and elevators
  • Custody rules per delivery type
  • Pilot on two nursing units
  • Daily review of failed deliveries

How we'll know it works

  • Delivery times down a third
  • Nurse hours returned
  • Receipt for every specimen and medication
  • Failed deliveries explained within a day

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

Score60/90
Money in the market3/5
Ease of funding now3/5
Local-mind advantage5/5

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

Compute platforms inside Moxi 2.0 and RelayRx.

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.

Aethon

Makes mobile robots that carry supplies through hospitals and other buildings. [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.

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.

Diligent Robotics

Makes hospital robots that carry supplies so staff can spend more time on patient care. [1] [2]

Based in
Not yet verified.
Established
2017 [3]
Staff
Not yet verified.
Key people
Not yet verified.

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

Intel Corporation

Develops computing platforms comprising processors, accelerators and software for cloud, enterprise and edge applications. [1]

Based in
Headquartered in Santa Clara, California. [2]
Established
Founded in 1968. [3]
Staff
Reported 85,100 employees. (Intel workforce, including Mobileye and other subsidiaries.; December 27, 2025) [4]
Key people
Robert Noyce and Gordon Moore founded Intel. [3]

Sources checked 2026-10-30. 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.

Relay Robotics

Makes delivery robots for hospitals, hotels and other buildings. [1]

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.

Serve Robotics

Builds small delivery robots that carry orders along pavements. [1]

Based in
Redwood City, California [1]
Established
2017 [1]
Staff
Not yet verified.
Key people
Ali Kashani ( CEO ); Touraj Parang ( COO ) [1]

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

ST Engineering

Provides engineering and technology for transport, aerospace, defence and public infrastructure. [1]

Based in
Singapore [1]
Established
1997 as ST Engineering; roots in Chartered Industries of Singapore, founded in 1967 [1]
Staff
27,000 (Organisation-wide figure reported by the cited source; 2024) [1]
Key people
Vincent Chong ( CEO ) [1]

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