Autonomous Science Agents
Provider 
Founded 2023
Sells To Enterprise
Pricing Model Recurring, Software
Ownership Private, Venture-backed

Autonomous AI agents that orchestrate and run scientific research workflows.
Potato's autonomous science agents orchestrate scientific workflows and execute computational and wet-lab experiments to automate scientific research.
The platform initially focuses on biotechnology and is expanding into materials science and chemistry, aiming to compress research timelines bottlenecked by manual experimentation.
Insitro

AI Drug Discovery Platform
insitro.com
FutureHouse

FutureHouse
futurehouse.org
Sakana AI

The AI Scientist
sakana.ai
| Attribute | Autonomous Science Agents | AI Drug Discovery Platform | FutureHouse | The AI Scientist | |
|---|---|---|---|---|---|
| Provider | |||||
| Founded | 2023 | 2018 | 2023 | 2023 | |
| Sells To | Enterprise | Enterprise | — | Enterprise, Government | |
| Pricing Model | Recurring, Software | Recurring | — | B2B Subscription | |
| Ownership | Private, Venture-backed | Private equity-backed, Venture-backed | — | Venture-backed |
Provider 
Founded 2023
Sells To Enterprise
Pricing Model Recurring, Software
Ownership Private, Venture-backed
Provider 
Founded 2018
Sells To Enterprise
Pricing Model Recurring
Ownership Private equity-backed, Venture-backed
Provider 
Founded 2023
Sells To —
Pricing Model —
Ownership —
Provider 
Founded 2023
Sells To Enterprise, Government
Pricing Model B2B Subscription
Ownership Venture-backed


Autonomous AI research system that orchestrates thousands of parallel agents to explore and refine scientific hypotheses.

AI platform combining human research with self-improving AI for scientific discovery.


AI teammates that carry out CRM, customer operations, and lead-response work across existing business tools.


Automated AI research system that proposes, implements, and validates experiments across model training and GPU kernel benchmarks.


Self-improving research platform running scored experiments in parallel.


Automated cloud laboratory that runs a broad menu of biology and chemistry experiments on behalf of researchers.


Physical AI platform that captures scientific lab execution as machine-readable records.
Fluidize is an AI-powered scientific computing platform that automates simulation and experiment workflows for R&D teams.


An autonomous QA platform where AI agents generate, execute, and self-heal tests with minimal human intervention.


Sunflower Lab custom AI agent development service designing and building industry-tailored AI agents integrated into existing client toolstacks.


hiloop runs autoresearch campaigns that turn a measurable target into directed experiments returning a better model.

Autonomous AI research system that orchestrates thousands of parallel agents to explore and refine scientific hypotheses.

AI platform combining human research with self-improving AI for scientific discovery.

AI teammates that carry out CRM, customer operations, and lead-response work across existing business tools.

Automated AI research system that proposes, implements, and validates experiments across model training and GPU kernel benchmarks.

Self-improving research platform running scored experiments in parallel.

Automated cloud laboratory that runs a broad menu of biology and chemistry experiments on behalf of researchers.

Physical AI platform that captures scientific lab execution as machine-readable records.

Fluidize is an AI-powered scientific computing platform that automates simulation and experiment workflows for R&D teams.
An autonomous QA platform where AI agents generate, execute, and self-heal tests with minimal human intervention.

Sunflower Lab custom AI agent development service designing and building industry-tailored AI agents integrated into existing client toolstacks.

hiloop runs autoresearch campaigns that turn a measurable target into directed experiments returning a better model.

Qualia is an AI research agent for notebook-based computational experiments.
