Distributional

Distributional

Enterprise AI safety and reliability evaluation

Overview

Distributional provides an AI testing and evaluation platform for enterprises. It helps organizations verify that AI systems are safe, reliable, and secure by running automated assessments that check for risks, biases, and vulnerabilities, and produce reports to guide improvements. The platform supports compliance with industry standards through comprehensive testing workflows and tools. Compared with others, Distributional focuses on end-to-end enterprise AI testing and evaluation, offering a suite of tools to measure safety, trustworthiness, and regulatory readiness. The goal is to help organizations deploy AI that performs well while being predictable, trustworthy, and compliant.

About Distributional

Simplify's Rating
Why Distributional is rated
C+
Rated C on Competitive Edge
Rated B on Growth Potential
Rated C on Differentiation

Industries

Data & Analytics

Enterprise Software

AI & Machine Learning

Company Size

11-50

Company Stage

Series A

Total Funding

$30M

Headquarters

Portland, Oregon

Founded

2023

Simplify Jobs

Simplify's Take

What believers are saying

  • Raised $19M Series A led by Two Sigma Ventures in 2024.
  • Appointed Erin LeDell Chief Scientist and Bonney Pelley COO recently.
  • Total funding reaches $30M with prior $11M seed from a16z.

What critics are saying

  • Scale AI's Test and Evaluate erodes differentiation in 6-12 months.
  • Weights & Biases captures budgets with ML observability in 12-18 months.
  • EU AI Act mandates in August 2026 expose unproven audit trails.

What makes Distributional unique

  • Distributional automates AI model testing with production log analytics.
  • Founded by ex-Intel GM Scott Clark, focuses on enterprise AI robustness.
  • Tracks hidden behavioral signals beyond basic AI evaluation tools.

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Funding

Total Funding

$30M

Above

Industry Average

Funded Over

2 Rounds

Notable Investors:
Series A funding typically happens when a startup has a product and some customers, and now needs funding to scale. This money is usually used to grow the team, expand marketing, and improve the product. Venture capital firms are frequently the main investors here.
Series A Funding Comparison
Above Average

Industry standards

$15M
$8.2M
Discord
$15M
Canva
$19M
Distributional
$30M
Kalshi

Benefits

Health Insurance

Unlimited Paid Time Off

Wellness Program

Professional Development Budget

401(k) Retirement Plan

Growth & Insights and Company News

Headcount

6 month growth

4%

1 year growth

-8%

2 year growth

37%
Intellyx
Dec 17th, 2024
Distributional Wins 2024 Digital Innovator Award from Intellyx

AMSTELVEEN, NETHERLANDS - December 18, 2024: Intellyx, now celebrating 10 years of thought leadership and analysis dedicated to digital transformation, today announced that Distributional has won the Winter 2024 Intellyx Digital Innovator Award.

Digital IT News
Nov 20th, 2024
Distributional Expands Leadership Team to Support Enterprise AI Applications

Distributional has expanded its leadership team with the appointments of Erin LeDell as Chief Scientist and Bonney Pelley as Chief operating officer.

Business Wire
Oct 9th, 2024
Distributional Secures $19 Million in Series A Funding and Debuts the Industry’s Only Enterprise AI Testing Platform

Distributional, the enterprise platform for AI testing, announced today that it has raised $19 million in Series A funding led by Two Sigma Ventures.

Pulse 2.0
Oct 9th, 2024
Distributional: Modern Enterprise Platform Company Raises $19 Million (Series A)

Distributional, a modern enterprise platform for AI testing, announced that it has raised $19 million in Series A funding led by Two Sigma Ventures with participation from Andreessen Horowitz, Operator Collective, Oregon Venture Fund, Essence VC, Alumni Ventures and dozens of angel investors.

AIBase
Oct 9th, 2024
Former Intel Executive Launches AI Testing Platform Distributional, Raises $19 Million in Series A Funding

Distributional, founded by former Intel AI Software General Manager Scott Clark, recently completed a $19 million Series A funding round led by Two Sigma Ventures.

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