# Distributional

> Distributional is an enterprise AI testing platform that uses adaptive, statistical analysis of production traces to catch behavioral drift and regressions in AI agents and LLM applications. Founded in 2023 by former Intel AI software GM Scott Clark, the company helps Fortune 500 teams ship generative AI with confidence by treating reliability as a continuous test problem rather than a one-shot benchmark.

- **Founded:** 2023
- **Headquarters:** San Francisco, California, United States
- **Founders:** Scott Clark (Co-founder & CEO), Michael McCourt (Co-founder), David Rosales (Co-founder), Renaud Bourassa (Co-founder), Tobias Andreasen (Co-founder), Nick Payton (Co-founder), Keith Laban (Co-founder)
- **Team size:** 22-25 employees, including 5 PhDs
- **Products:** Distributional Platform, DBNL (Distributional), Python SDK
- **Notable:** Raised $30M in roughly one year between Seed and Series A, Launched the industry's first dedicated enterprise AI testing platform (October 2024), Founding team includes alumni of Intel, SigOpt, Yelp, Google, Meta, Bloomberg

## Products & services

- **Distributional Platform** — Enterprise AI testing platform built around statistical analysis of production traces, with an extensible test framework, configurable dashboards, and intelligent test automation.
- **DBNL (Distributional)** — Adaptive analytics that surface hidden behavioral signals in production AI logs so product owners know where and how to improve their AI.
- **Python SDK** — Integrates Distributional with existing data stores, orchestrators, CI/CD systems, alerting tools, and AI platforms.

## Achievements

- Raised $30M in roughly one year between Seed and Series A
- Launched the industry's first dedicated enterprise AI testing platform (October 2024)
- Founding team includes alumni of Intel, SigOpt, Yelp, Google, Meta, Bloomberg
- Scott Clark previously co-founded SigOpt, acquired by Intel in 2020

## Latest updates

- **2024-10** — Closed $19M Series A led by Two Sigma Ventures and publicly launched the Distributional platform.
- **2024-02** — Announced $11M seed round.
- **2025-03** — Team expanded toward 25, deepening research and platform engineering.

## Links

- Website: https://distributional.com
- LinkedIn: https://www.linkedin.com/company/dbnlai
- Twitter/X: https://x.com/dbnlAI

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Profile page: https://yespress.io/distributional
Published by YesPress — https://yespress.io
Last updated: 2026-06-29