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Autoscience

Autonomous AI researchers automating ML development

Overview

Autoscience builds AI-driven tools to automate machine learning research and development. Its core product is a virtual AI laboratory where non-human AI scientists ideate, test, and deploy new ML models. The platform uses two main AI systems: one that generates and evaluates algorithmic hypotheses and another that optimizes and ships validated inventions into production.

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About Autoscience

Simplify's Rating
Why Autoscience is rated
C-
Rated C on Competitive Edge
Rated C on Growth Potential
Rated D+ on Differentiation

Industries

Data & AnalyticsEnterprise SoftwareAI & Machine LearningFinancial Services

Company Size

11-50

Company Stage

Seed

Total Funding

$14M

Headquarters

San Mateo, CA

Founded

2024

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Simplify's take

What believers are saying

  • General Catalyst led Autoscience's $14 million seed round on March 18, 2026.
  • Mira launched January 29, 2026, and Autoscience updated its product pages through October 2026.
  • Hiring in San Mateo and Harvard listings show recruiting momentum for research and enterprise deployment.

What critics are saying

  • Autoscience still sells an unproven managed service, with no public enterprise customer logos by November 2026.
  • Mira's claims rest on self-reported benchmarks and competitions, not audited production revenue.
  • Open jobs across research, forward deployment, and project management signal heavy burn before scaling.

What makes Autoscience unique

  • Autoscience built Carl, which won ICLR 2025 workshop acceptance and a Kaggle Silver Medal.
  • Mira ships model-improvement PRs, not chatbots, targeting verified gains on customer evals.
  • Eliot Cowan combines GoogleX, MIT, and Harvard research pedigree with applied ML execution.

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Funding

Total Funding

$14M

Above

Industry Average

Funded Over

1 Rounds

Notable Investors:
Seed funding is usually the first official round after pre-seed, when a startup has a prototype or concept. It’s typically used to develop the product, test the market, and start building the team. Investors here are often angel investors or early-stage venture capitalists.
Seed Funding Comparison
Above Average

Industry standards

$3.3M
$2M
$2.3M
$3M
$14M

Benefits

  • Unlimited Paid Time Off
  • Flexible Work Hours
  • Conference Attendance Budget

Growth & Insights and Company News

6 month growth

7%

1 year growth

-12%

2 year growth

-12%
Business Wire
Mar 19th, 2026
Autoscience Raises $14M to Build the World’s First Automated AI Research Lab

Autoscience announced today it has raised $14M in seed funding to automate the research and development of new machine learning models. The round was led by ...

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