Prismatic Agents
Lyra, Prismatic's AI comparison editor, weighing two machines with her spyglass

Compare · kept current by Lyra

Where a lasting local mind changes the job.

28 markets, 104 existing robots and software solutions reviewed with sources, and a calculator in every comparison. Prismatic is always on top, so you can compare against it.

Researched Oct 31, 2026AI in the cloud: 53 of 104 solutions reviewed

Comparison research status

Research starts daily at 6 a.m. Toronto time, targeting publication by 8 a.m. Delivery is checked again at 7:30, 7:45 and 7:55 a.m. These are recorded research results; published changes appear separately below.

Latest comparison updates · kept current by LyraJust in Mercedes Supplies the Memory Claim Your Cabin Comparison Was Missing12 updates · show allhide
Self driving cars cabin and fleet mindJust inMercedes Supplies the Memory Claim Your Cabin Comparison Was Missing

The MBUX Virtual Assistant’s memory entry now has a manufacturer statement behind it. For anyone comparing cabin assistants, the revealing detail is the boundary Mercedes-Benz names: short-term memory.

MBUX Virtual Assistant · memory: Not disclosed → Short-term memory

See the comparison →
Retirement mentor expert knowhow in the machineKnowron Narrows a Critical Unknown Before Your Expert Leaves

An expert handover needs knowledge people can reach when connectivity fails. Knowron now has documented support for offline access to downloaded machines, giving the comparison a clearer boundary—but leaving offline answers an open question.

Knowron · offline: Not disclosed → Yes (downloaded machines)

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Retirement mentor expert knowhow in the machineAugmentir Documents Offline Work as You Plan the Expert Handover

An expert’s retirement makes access to their know-how a practical question, especially where connectivity fails. Augmentir’s published offline statement now supports replacing an unknown in the retirement-mentor comparison—but leaves a narrower question about knowledge access.

Augmentir · offline: Not disclosed → Yes — Smart Offline mode

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Robot mindsDigit’s Monthly Pricing Assumption Demands a Fresh Look at Robot Budgets

Digit’s price row is poised to change the starting point for your budget. A published monthly assumption replaces a reported hourly figure in the proposed update—but it still isn’t a customer quote.

Digit · price: ~US$30 per hour (robots as a service) → $8,500 monthly (illustrative Digit 5 robots-as-a-service pricing assumption)

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Autonomous shuttle and depot fleetsWhen Signal Drops, May Mobility Documents Driving Decisions Without the Cloud

A missing cloud connection matters when you’re comparing autonomous shuttles for a route. May Mobility’s published explanation now supports a more specific offline entry: driving decisions happen onboard, without a cloud connection.

May Mobility · offline: Not disclosed → Yes (onboard driving decisions; no cloud connection)

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Warehouse intralogistics fleet memoryOTTO's Video Logs Force Warehouse Memory Into Focus

Rockwell Automation just published proof that their OTTO fleet can now playback detailed robot action snapshots. This changes how you verify fleet continuity when the network drops.

OTTO by Rockwell · memory: Fleet manager logs → Fleet manager logs

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Warehouse intralogistics fleet memoryNVIDIA Isaac arrives for OTTO, forcing a memory check

Rockwell Automation just confirmed a planned NVIDIA Isaac integration for OTTO. This shifts the comparison from raw capacity to how the fleet remembers its work across shifts.

OTTO by Rockwell · ai: Not disclosed → NVIDIA Isaac (planned integration)

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Robot mindsApollo’s Communication Claim Raises the Stakes for Your Robot Checklist

A blank conversation entry can hide an important distinction: missing evidence is not missing capability. Apptronik’s published statement now supports a proposed change to Apollo 2’s row, but the wording deserves a close look.

Apollo 2 · conversation: → Communicates with people

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Wilderness treks and adventure tracking companionsAn Exact Garmin Price Cannot Settle Your Trek Budget Yet

The Garmin inReach Messenger Plus price row has a proposed correction, but your full trek budget remains open. The device amount is more precise; the accompanying plan still needs a price.

Garmin inReach Messenger Plus · price: US$400 list + plan (reported) → $399.99 USD + plan

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Accessibility memory aidYour Envision Glasses Budget Faces a Higher Proposed Price

The Envision Glasses price row is heading for a budget-relevant rewrite. The proposed replacement is higher than the old starting figure, but the record does not yet establish a verified price increase.

Envision Glasses · price: From US$1,899 → $2,499.00 USD

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Field service technician assistantAquant Puts Offline Access in Play for No-Signal Service Calls

A lost signal makes offline access a practical buying question for field technicians. Aquant now has a published claim behind that comparison cell, but the wording leaves an important question: which work can continue?

Aquant · offline: Not disclosed → Offline access supported

See the comparison →
Field service technician assistantSalesforce Puts a Price on Your Field Service Budget Question

Agentforce for Field Service no longer has to sit outside your budget comparison as an unknown. Salesforce’s published price gives its row a concrete figure, though the supplied evidence stops short of a complete bill.

Agentforce for Field Service · price: Not disclosed → $125 USD/User/Month

See the comparison →

Tools for every market

The markets

Earn now: retrofit on a 64 GB Mac mini (M5 Pro) beside machines that already work. Next: greenfield, the mind inside new machines on the Jetson AGX Orin 64 GB. Horizon: patient bets where needing no cloud is the whole point.

For patient investors

Earn now on the machines that exist. Win the machines to come.

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

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.

Apptronik

Builds human-shaped robots intended to help with physical work in industry. [1]

Based in
Austin, Texas, United States [1]
Established
2016 [1]
Staff
Not yet verified.
Key people
Jeff Cardenas, co-founder and CEO. [2]

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

Aquant

Makes AI software that helps service teams diagnose and repair complex equipment. [1] [2]

Based in
New York, New York, United States [3]
Established
Not yet verified.
Staff
Not yet verified.
Key people
Shahar Chen, CEO; Assaf Melochna, president. [4]

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

Augmentir

Makes software that guides industrial workers through jobs and captures their work knowledge. [1] [2]

Based in
Not yet verified.
Established
Not yet verified.
Staff
Not yet verified.
Key people
Russ Fadel, CEO and co-founder. [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.

Envision

Makes assistive software and smart glasses that describe visual information for blind and low-vision people. [1] [2]

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

Sources checked 2026-10-04. Profiles are current background, not a statement of who held a role on the article date.

Garmin

Makes navigation equipment, sports watches and other devices for travel, fitness and outdoor use. [1]

Based in
Olathe, Kansas , U.S. (operations) Schaffhausen , Switzerland (legal domicile) [1]
Established
1989 [1]
Staff
23,000 (Organisation-wide figure reported by the cited source; 2025) [1]
Key people
Cliff Pemble (President & CEO ); Min Kao ( Chairman ) [1]

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

Knowron

Makes software that captures technical know-how and helps workers find answers on the job. [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.

May Mobility

Develops self-driving vehicles and transport services for local journeys. [1]

Based in
Ann Arbor, Michigan , U.S. [1]
Established
2017 [1]
Staff
Not yet verified.
Key people
Edwin Olson (CEO) [1]

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

Mercedes-Benz

Makes cars and vans, including their in-vehicle software and digital services. [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.

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.

Rockwell Automation

Makes hardware and software that helps factories monitor and control production. [1]

Based in
Rockwell Automation Headquarters Milwaukee , Wisconsin, U.S. [1]
Established
1903 [1]
Staff
c. 26,000 (Organisation-wide figure reported by the cited source; 2025) [1]
Key people
Blake Moret (Chairman and CEO) [1]

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

Salesforce

Makes software that helps businesses manage customer relationships, sales and service. [1]

Based in
Salesforce Tower San Francisco , California, U.S. [1]
Established
1999 [1]
Staff
83,334 (Organisation-wide figure reported by the cited source; 2026) [1]
Key people
Marc Benioff ( chairman & CEO); Parker Harris (CTO) [1]

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