Veris AI B Verified
RL environment company · Enterprise Workflows
- Domains
- Enterprise Workflows
- On X
- @veris_ai ↗
- Funding
- $8.5M raised · rounds and investors
- Tier
- B why
- Snapshot
What Veris AI does
Veris AI sells a simulation platform that builds stateful twins of an enterprise's systems, data, APIs and users so AI agents can be benchmarked, trained and verified before production.
- Sells
- RL environments and Infrastructure
- Leads with
- Enterprise work
- Based in
- San Francisco, USA
- Team
- 1-10
- Website
- veris.ai ↗
What Veris AI sells
Read from Veris AI's own website, checked October 12, 2026: the line that puts it in each category.
RL environments
“A simulated copy of your systems, data, APIs, and users, where AI gets tested, trained, and built against before it ever touches production.”
veris.ai ↗“Build a benchmark around your own policies, workflows, and systems, then grade every agent you buy or build against it”
veris.ai ↗
Infrastructure expanding into
Sandboxes and compute expanding into
“Give coding agents a stateful simulation of your dependencies, so integration tests run and issues get fixed before the PR opens”
veris.ai ↗
Domains Veris AI covers
Enterprise work leads with
“More than 70 are ready today: CRMs, billing, ticketing, databases, queues, clouds.”
veris.ai/platform ↗“A stateful sandbox where coding agents verify their work”
veris.ai ↗“VAmoS Bench · 17 voice-agent systems on the same simulated calls”
veris.ai ↗“FX derivatives desk”
veris.ai/platform ↗
Benchmarks Veris AI built or runs
BankingBench (Feb 2026, vendor blog) - https built it
“Veris AI is a simulation platform for AI agent development, and we ran 7 versions of our customer service agent through 100 card-replacement scenarios.”
veris.ai/blog/bankingbench-measuring-model-performance ↗Public leaderboards VAmoS and VAmoS Pro - https built it
“The boards below are public benchmarks we built the same way in different domains.”
veris.ai/leaderboard ↗RFT case study with Savi Security, Qwen3 4B scam detection (Mar 2026, vendor blog) - https built it with others
“We used the Veris AI simulation sandbox environment to both create training data for training and for evaluating performance before and after RFT.”
veris.ai/blog/rft-can-make-agents-with-small-models-outperfo… ↗
Veris AI competitors and alternatives
The companies that sell the most of the same things in the same domains, and what they share with Veris AI.
- AfterQuery Also sells RL environments and evals · also in coding, enterprise work and finance
- Deeptune Also sells RL environments · also in enterprise work and coding
- Metaphi Also sells RL environments · also in enterprise work and coding
- Ooak Data Also sells RL environments and evals · also in enterprise work
- Andon Labs Also sells evals · also in enterprise work and coding
Tier B
Growing: 11 to 50 people, or $3M+ raised.
How much stands behind a tier: usage, who backs it, a confirmed line from its own site or paper, and a clear read on X. High with three of the four, medium with two, low otherwise.
- team 1-10
- raised $8M
- investors: Decibel Ventures, Acrew Capital, The House Fund
- in curated RL directories (2 pts)
On X · well regarded, low buzz, from 13 posts about Veris AI in the last month
Veris's VAmoS voice-agent benchmark is being cited by partners like Phonic and ai-coustics, plus an E2B integration, though most posts come from its own staff.
How we got to tier B
- Adoption: team 1-10; raised $8M; investors: Decibel Ventures, Acrew Capital, The House Fund. Tier B.
- On X: well regarded, low buzz. “Veris's VAmoS voice-agent benchmark is being cited by partners like Phonic and ai-coustics, plus an E2B integration, though most posts come from its own staff.” No move.
- In curated RL directories: 2 points, a floor of none.
- Confirmed: a line from its own site or paper places it.
A clear view on X moves a tier one step up or down; most entries don't move. How tiers work.
Veris AI funding
- Raised
- $8.5Msum of the rounds below
- Latest round
- Seed $8.5M2025-06 · led by Decibel Ventures, Acrew Capital
Backed byAcrew CapitalDecibel VenturesThe House Fund
Rounds
- Seed · $8.5M · 2025-06 · led by Decibel Ventures, Acrew Capital
The company’s $8.5 million seed round was led by Decibel Ventures and Acrew Capital
- Read: “The company’s $8.5 million seed round was led by Decibel Ventures and Acrew Capital”
- Found word for word on a page found by search: thenewstack.io/veris-ai-is-a-training-gym-for-ai-agents
- The quote states the amount and who led it
- Also named by 3 other pages read
Funds 3
- Acrew Capital led a round
The round was led by **Decibel Ventures** and **Acrew Capital**, with participation from **The House Fund, Idris Mokhtarzada**, **Ian** **Livingstone, Dorothy Chang** and others.
- Read: “The round was led by **Decibel Ventures** and **Acrew Capital**, with participation from **The House Fund, Idris Mokhtarzada**, **Ian** **Livingstone, Dorothy Chang** and others.”
- Found word for word on a page found by search: alleywatch.com/2025/06/veris-ai-enterprise-ai-agents-agentic-simulation-based-training-platform-mehdi-jamei
- Also named by 3 other pages read and a curated directory
- Decibel Ventures led a round
The round was led by **Decibel Ventures** and **Acrew Capital**, with participation from **The House Fund, Idris Mokhtarzada**, **Ian** **Livingstone, Dorothy Chang** and others.
- Read: “The round was led by **Decibel Ventures** and **Acrew Capital**, with participation from **The House Fund, Idris Mokhtarzada**, **Ian** **Livingstone, Dorothy Chang** and others.”
- Found word for word on a page found by search: alleywatch.com/2025/06/veris-ai-enterprise-ai-agents-agentic-simulation-based-training-platform-mehdi-jamei
- Also named by 4 other pages read and a curated directory
- The House Fund
The round was led by **Decibel Ventures** and **Acrew Capital**, with participation from **The House Fund, Idris Mokhtarzada**, **Ian** **Livingstone, Dorothy Chang** and others.
- Read: “The round was led by **Decibel Ventures** and **Acrew Capital**, with participation from **The House Fund, Idris Mokhtarzada**, **Ian** **Livingstone, Dorothy Chang** and others.”
- Found word for word on a page found by search: alleywatch.com/2025/06/veris-ai-enterprise-ai-agents-agentic-simulation-based-training-platform-mehdi-jamei
- Also named by 4 other pages read and a curated directory
Angels 3
- Dorothy Chang
with participation from angel investors Ian Livingstone, The House Fund, Rocket Money’s Idris Mokhtarzada, Dorothy Chang, and others.
- Read: “with participation from angel investors Ian Livingstone, The House Fund, Rocket Money’s Idris Mokhtarzada, Dorothy Chang, and others.”
- Found word for word on a page found by search: thenewstack.io/veris-ai-is-a-training-gym-for-ai-agents
- Also named by 2 other pages read and a curated directory
- Ian Livingstone
with participation from angel investors Ian Livingstone, The House Fund, Rocket Money’s Idris Mokhtarzada, Dorothy Chang, and others.
- Read: “with participation from angel investors Ian Livingstone, The House Fund, Rocket Money’s Idris Mokhtarzada, Dorothy Chang, and others.”
- Found word for word on a page found by search: thenewstack.io/veris-ai-is-a-training-gym-for-ai-agents
- Also named by 3 other pages read and a curated directory
- Idris Mokhtarzada
with participation from angel investors Ian Livingstone, The House Fund, Rocket Money’s Idris Mokhtarzada, Dorothy Chang, and others.
- Read: “with participation from angel investors Ian Livingstone, The House Fund, Rocket Money’s Idris Mokhtarzada, Dorothy Chang, and others.”
- Found word for word on a page found by search: thenewstack.io/veris-ai-is-a-training-gym-for-ai-agents
- Also named by 2 other pages read and a curated directory
Every figure is quoted from its own site, its accelerator or a funding announcement; a round's amount and lead appear only when its quote states them. Startup databases are never used as evidence. Checked 2026-10-11. How funding is checked.
Training methods
Methods Veris AI uses, offers or builds for, with public evidence: its own website says so, or two independent sites do.
- GRPO Group Relative Policy Optimization On its own website
“GRPO (Group Relative Policy Optimization) uses the Veris simulation environment as a live training ground. The model generates completions, executes them against mock services and simulated users, and learns from reward sign…”
docs.veris.ai“Supervised Fine-Tuning (SFT) Reinforcement Learning (GRPO) --- --- --- What it does Trains on examples of correct behavior Trains by exploring and receiving rewards Input Evaluation runs (high-scoring traces) Scenario sets + reward script How it learns Imitation Exploration Be…”
docs.veris.ai - SFT Supervised Fine-Tuning On its own website
“End-to-end SFT on Veris is coming soon. You can export datasets today and fine-tune on external platforms.”
docs.veris.ai“Veris turns your simulations into training infrastructure. The same scenarios and environments you use for evaluation become the data source for supervised fine-tuning and the training ground for reinforcement learning.”
docs.veris.ai
Where Veris AI sits
Its domain on the map, live. Hover a logo for its name; click to open it. Open it on the full map
Latest from Veris AI on X
@veris_ai ↗Next: browse all environments. Entry from the RL Research daily scrape of public sources, 2026-11-05 snapshot.