Autoscience

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.

About Autoscience

Simplify's Rating
Why Autoscience 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

Financial Services

Company Size

11-50

Company Stage

Seed

Total Funding

$14M

Headquarters

San Francisco, California

Founded

2024

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Simplify's Take

What believers are saying

  • Enterprise ML teams want faster pilot-to-production improvement loops.
  • Fortune 500 buyers in finance, manufacturing, and fraud detection pay for speed.
  • Subscription access to automated research capacity simplifies recurring procurement.

What critics are saying

  • Frontier labs can package similar agent workflows inside existing enterprise contracts.
  • Any Mira production failure can quickly destroy trust in regulated buyers.
  • Human supervision and compliance burden can erase the promised headcount advantage.

What makes Autoscience unique

  • Autoscience pairs Carl for research with Mira for production deployment.
  • Parallel autonomous agents benchmark many hypotheses on identical ML problems.
  • Carl produced an ICLR 2025 workshop paper and won a Kaggle silver medal.

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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
Netflix
$2.3M
Instacart
$3M
Robinhood
$14M
Autoscience

Benefits

Unlimited Paid Time Off

Flexible Work Hours

Conference Attendance Budget

Growth & Insights

Headcount

6 month growth

-25%

1 year growth

-25%

2 year growth

-25%

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