DEPLOYDatabase

Company

Covariant

Robotics-AI company (Berkeley area; founded 2017) behind RFM-1, a robotics Foundation model that powered warehouse pick-and-place robots; largely absorbed by…

Founded
2017
HQ
Emeryville, California, USA
Status
Amazon reverse-acquihire (Aug 2024); independent operations winding down

The verified answer

As of Sep 2026, DEPLOY verifies Covariant: $120.0M raised. 3 sources back the record.

Overview

Robotics-AI company (Berkeley area; founded 2017) behind RFM-1, a robotics Foundation model that powered warehouse pick-and-place robots; largely absorbed by Amazon (reverse-acquihire, Aug 2024).

Verified record

Verified deployments
None on file
Active incidents
None on file

Valuation of record

DEPLOY VERIFIED
$800M (reported, approximate)as of Jul 2021

Priced roundSeries C post-money

See the full valuations ranking →

Key facts

Model

RFM-1 robotics foundation model; real warehouse deployments (Otto/Radial/McKesson).

Acquisition

Amazon reverse-acquihire Aug 2024 (founders + ~25% staff + non-exclusive model license).

Application

Warehouse pick-and-place robots

Data & sources

Press releases

2

Web sources

1

3 sources backing this record.View all →

Explainers

Plain-language answers to the questions people ask about Covariant, from DEPLOY’s explainer library. Each is written in the language of the question and cross-checked against this registry.

What is Covariant RFM-1?
Covariant RFM-1 (Robotics Foundation Model 1) is Covariant's foundation-model-for-robotic-manipulation, announced March 2024. CRITICAL DISTINCTION per Agent A source-depth hygiene: corporate-state vs model-state separation. Corporate-state: Covariant founders + ~25% staff Amazon-acqui-hired August 2024 (Pieter Abbeel + Peter Chen + Rocky Duan + others moved to Amazon AGI); Covariant continues as IP/legal entity. Model-state: RFM-1 has NO verified production deployment; the verified-deployment Covariant model is the legacy Brain (deployed via KNAPP warehouse-automation partnership), NOT RFM-1. Cohort positioning: foundation-model-for-robotic-manipulation tier distinct from foundation-model-for-robotics (PI) + foundation-model-for-driving (Wayve) + foundation-model-for-physical-AI-general (NVIDIA GR00T) + foundation-model-for-dexterous-manipulation (Dyna) cohort tier positions.Read the full explainer →
How did DEPLOY correct the Covariant corporate-state narrative?
Aggregator coverage of Covariant frequently asserts the company was acquired by Intrinsic (Alphabet's industrial robotics arm). Per Agent A primary-source verification, the framing is wrong. Covariant operates continuing-but-diminished post-Amazon-AGI departure August 2024. Founders Pieter Abbeel + Peter Chen + Rocky Duan + ~25% of staff moved to Amazon's AGI team; Covariant the legal entity continues operating with Ted Stinson as CEO; legacy Covariant Brain continues verified commercial deployment via the KNAPP warehouse-automation partnership; non-exclusive license and IP retained by Covariant. The within-corporate-state framing is editorially distinctive: Covariant is simultaneously verified-continuing (corporate entity + CEO + commercial deployment via KNAPP) and verified-diminished (founder + leadership + capacity moved to Amazon AGI; reduced staff; research-tier RFM-1 model future cap-flagged). Two true claims at once; aggregator framings collapse them into a single wrong claim ('Covariant acquired by Intrinsic' or 'Covariant defunct after Amazon acqui-hire'). This piece documents the catch as framework-in-action worked example: corporate-state-precision discipline + within-entity verified-continuing-and-verified-diminished framing + acquirer-identification verification operating at editorial-anchor depth.Read the full explainer →

Current leadership (2)

Founders (4)

See all founders across the registry →

Former / Previously (3)

Safety record

No incidents on record for Covariant.

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

Full safety record: incidents, sourcing, and exposure data →

Brains developed (1)

  • RFM-1foundation-model · research

Recent coverage

Covariant in third-party press