DEPLOYDatabase

Robot model

Field Foundation Models (FFM)

othercommercialby FieldAI

Field Foundation Models (FFMs) are a class of physics-first foundation models for embodied intelligence, built around a Belief World Model (BWM) that maintains…

Track Field Foundation Models (FFM)
Manufacturer
FieldAI
Form factor
other
Maturity
commercial
Lifecycle
active
Website
fieldai.com ↗

The verified answer

As of Oct 2026, DEPLOY verifies Field Foundation Models (FFM), a other by FieldAI (commercial). 3 sources back the record.

Overview

Field Foundation Models (FFMs) are a class of physics-first foundation models for embodied intelligence, built around a Belief World Model (BWM) that maintains an internal representation of the robot's environment and reasons under uncertainty before acting. FFMs include a Dynamics Foundation Model for motion feasibility, a Multiagent Foundation Model (MFM) for fleet coordination, and a safety/risk-awareness layer. The software is hardware-agnostic, running on quadrupeds, humanoids, wheeled robots, and passenger-scale vehicles via a sensor-compute payload and EDGE on-device runtime.

Verified vs. claimed

Maturity stage
commercial(Commercially deployed with revenue-generating operations.)
Sources on file
View all sources →

No verified deployments on file. DEPLOY tracks independently-sourced deployment evidence separately from manufacturer capability claims.

Key facts

Belief World Model framing (primary FieldAI)

FieldAI presents Field Foundation Models (FFMs) as risk-aware robotics AI built around a Belief World Model that the company says reasons under uncertainty so robots can operate when unexpected events occur. Treat architecture claims as company-stated (FieldAI)

Embodiment-agnostic FFM positioning (primary FieldAI)

In its funding announcement, FieldAI says FFMs are physics-first foundation models for embodied intelligence designed to handle uncertainty without prior maps, GPS, or predefined paths, and claims deployment across quadrupeds, humanoids, wheeled robots, and passenger-scale vehicles. Treat capability and funding figures as company-stated (FieldAI funding announcement)

Data & sources

Press releases

1

Web sources

2

3 sources backing this record.View all →

Pricing

No verified price is on record for Field Foundation Models (FFM). Physical-AI systems are often sold through enterprise contracts or operated as a service rather than at a public list price.

How DEPLOY tracks pricing

Recent activity

Every change to this record is dated, sourced, and independently verified where marked.

Full change history →

Safety record

No incidents on record for Field Foundation Models (FFM).

Only active incidents are counted. Retracted incidents are excluded from this summary but remain reachable at their canonical URLs.

Sources (3)

  1. Field Foundation Models · https://www.fieldai.com/technology
  2. https://www.fieldai.com/
  3. https://www.fieldai.com/news/fieldai-announces-over-400m-in-funds-raised-to-advance-embodied-ai-at-scale

Common questions

What is Field Foundation Models (FFM)?
Field Foundation Models (FFMs) are a class of physics-first foundation models for embodied intelligence, built around a Belief World Model (BWM) that maintains an internal representation of the robot's environment and reasons under uncertainty before acting. FFMs include a Dynamics Foundation Model for motion feasibility, a Multiagent Foundation Model (MFM) for fleet coordination, and a safety/risk-awareness layer. The software is hardware-agnostic, running on quadrupeds, humanoids, wheeled robots, and passenger-scale vehicles via a sensor-compute payload and EDGE on-device runtime.
How much does Field Foundation Models (FFM) cost?
Field Foundation Models (FFM)'s price is not publicly disclosed. DEPLOY has no verified price on record for Field Foundation Models (FFM) from FieldAI. Physical-AI systems like this are often sold through enterprise contracts or operated as a service rather than at a public list price; check the manufacturer for the latest.
Is Field Foundation Models (FFM) actually deployed in the real world?
Field Foundation Models (FFM) is recorded at the commercial stage, but DEPLOY has no deployment verified at a named site yet; vendor deployment claims are not independently confirmed here. Manufacturer capability claims should be read as claims pending independent verification.
Who makes Field Foundation Models (FFM)?
Field Foundation Models (FFM) is made by FieldAI, based in Irvine, CA, USA, founded in 2023.
Can you buy Field Foundation Models (FFM)?
Field Foundation Models (FFM) is in commercial deployment and is sold to operators; contact the manufacturer to buy, and see the pricing section for any recorded price.
What are alternatives to Field Foundation Models (FFM)?
On the DEPLOY registry, comparable other robots to Field Foundation Models (FFM) include ASML EUV TwinScan, BrainOS, 10Beauty Manicure System, CleanSpark Bitcoin Mining Fleet.
How does Field Foundation Models (FFM) compare to ASML EUV TwinScan?
Field Foundation Models (FFM) and ASML EUV TwinScan (ASML Holding · 7 deployments) are both other robots on the DEPLOY registry. Field Foundation Models (FFM) has 0 verified deployments on record. Compare both records for specs, safety, deployments, and verified-vs-claimed autonomy.
Is Field Foundation Models (FFM) a top other?
On DEPLOY's intelligence score, which blends verified deployments, safety, adoption, media, and IP signals, Field Foundation Models (FFM) ranks in roughly the top 40% of other models tracked by the registry.
What is Field Foundation Models (FFM)'s maturity stage?
Field Foundation Models (FFM) is at the commercial stage on the DEPLOY maturity ladder (research, prototype, pilot, commercial, production). Commercial stage means production-grade deployments are operating at named customer sites.
Where is Field Foundation Models (FFM) deployed?
No verified deployments of Field Foundation Models (FFM) are currently on the DEPLOY registry. DEPLOY records deployments only when verified at a named site with a primary source; absence may reflect pre-deployment, research, or manufacturer-internal use.
Is Field Foundation Models (FFM) safe?
Field Foundation Models (FFM) has no incidents on record in the DEPLOY registry. This does not constitute a safety guarantee; it reflects the incidents DEPLOY has tracked and verified to date.
Methodology: Verified · 3 sources (1 primary) · last reviewed 2026-09-29

Verification posture

Verified

High confidence

Review state

Stable

Last reviewed 2026-09-29

Maturity + lifecycle

Maturity stage: commercial

Lifecycle: active

Architectural position

Cohort: other

Sources by quality tier

2
unclassified
Unclassified source
1
primary-company-ir
Company IR disclosure

The framework is documented at /methodology. Corrections at /corrections. Reviewer: DEPLOY editorial team.

Methodology surface for Field Foundation Models (FFM).