Generalist
NativePrivateUpdated November 3, 2026Robotics general intelligence company
- Website
- generalistai.com
- CEO
- Pete Florence
- Founded
- 2024
- HQ
- San Mateo, United States
- Total Funding
- $738M
- Employees
- 51-200
Products & Offerings
GEN-1
Flagship embodied foundation model that outputs real-time robot actions, which Generalist says reaches 99% success on simple dexterous tasks with about an hour of robot data per task.
GEN-1.5
Follow-on model focused on learning new tasks quickly from demonstrations; Generalist reports average success rising from 59% to 83% with five minutes of task data and brief fine-tuning.
Turnkey robot deployments
An all-in-one offering that pairs Generalist models with grippers and third-party arms (e.g., Universal Robots, Flexiv, Elite Robots), delivered by forward-deployed engineers for industrial operators.
GEN-0
A 10B+ parameter robot foundation model built on Generalist's Harmonic Reasoning architecture and trained on 270,000+ hours of dexterous data; it was the first to show scaling laws in robotics.
Executive Summary
What they do
- Builds embodied foundation models that control robot arms for dexterous manipulation
- Trains GEN-series models on hundreds of thousands of hours of real-world data
- Offers models alone or bundled with hardware for turnkey robot deployments
Why it matters
- GEN-1 claims 99% success on simple tasks, about 3x faster than prior approaches
- Its models work across robot arms such as Universal Robots, Flexiv and Elite cobots
- Raised roughly $700M by August 2026, at a reported $3B valuation
Best fit
- Manufacturers automating dexterous tasks like kitting, box folding or small assembly
- Cobot integrators wanting a general-purpose AI layer across mixed arm fleets
- Operations teams able to run early-access pilots with vendor forward-deployed engineers
Watch-outs
- GEN-1 is available only to early-access partners, without general availability
- No named production customers, pricing or ROI data have been disclosed
- Benchmarks are self-reported and cover selected simple tasks, not full workflows
Latest News
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Generalist is one of the best-funded and most technically credible developers of robot foundation models. Its GEN-1 model is the first it presents as commercially viable for dexterous manipulation on standard industrial arms. Buyers with high-mix manipulation work should run a structured, scoped pilot through its early-access partnership program and compare results against Physical Intelligence, Skild AI and NVIDIA GR00T-based options. Get success-rate, throughput and support commitments in writing before scaling, because public deployment evidence and pricing are still limited.
Signal Provenance
Latest observation date and source for each signal category
| Signal Category | Last Updated | Source |
|---|---|---|
Funding Signals Last funding round, Funding stage | Oct 31, 2026 | Montclare research agents |
Hiring Velocity Headcount, Headcount growth | Never | Montclare research agents |
Technical Output Research papers, GitHub activity | Never | Montclare research agents |
News Sentiment News mentions, News sentiment | Nov 3, 2026 | Montclare research agents |
Partnership Signals Enterprise partnerships, Distribution partners | Nov 3, 2026 | Montclare research agents |
Revenue Indicators ARR estimate, Revenue growth | Nov 3, 2026 | Montclare research agents |
Leadership Signals CEO tenure, Founder-led | Never | Montclare research agents |
Competitive Position Category rank, Market share | Never | Montclare research agents |
Why this Bluescore?
6 dimensions, each scored 0–10 against all — companies. Each adds its weight × score to the Bluescore — see methodology