AI-Powered Experiment Design

From Hypothesis to Experiment — Intelligently.

Neucleus is an AI-powered experiment plan generator. Describe your scientific question and get a complete protocol, materials list, budget, timeline, and validation criteria — grounded in real literature.

Generate Your First Plan
neucleus / overview
73% Grounded
Parse Hypothesis
Search Literature
Generate Protocol
Verify Materials
5
Generating Timeline...

How It Works

Three steps from question to experiment plan.

01

Describe

Enter your scientific hypothesis in natural language.

02

Generate

Neucleus runs a 10-stage AI pipeline: parsing, literature search, novelty check, protocol generation, materials verification, budgeting, and more.

03

Review & Improve

A scientist reviews the plan, corrects errors, and the system learns from that feedback for next time.

What You Get

A complete, grounded experiment plan — not a vague outline.

Literature Grounding

Every claim is verified against real papers from OpenAlex and CrossRef.

Detailed Protocol

Step-by-step lab procedure with grounding scores (HIGH/MEDIUM/LOW) per step.

Verified Materials

Materials list with catalog numbers verified against Sigma-Aldrich, Thermo Fisher, and more.

Realistic Budget

Itemized budget breakdown with real supplier pricing.

Phased Timeline

Week-by-week Gantt-style timeline with milestones and dependencies.

Learning Loop

Scientist feedback is stored and injected into future plan generations, closing the loop.

The Learning Loop

Every correction a scientist makes becomes a training signal. The next plan for a similar experiment type visibly reflects those corrections — without being explicitly re-prompted.

Scientist enters hypothesis
AI generates experiment plan
Scientist reviews & corrects
Feedback stored by domain
Next similar plan is improved
Loops back — each cycle improves the next

Built With

PythonLangGraphFastAPINext.js 16React 19Tailwind CSSFeatherless.aiOpenAlexCrossRefTavilySQLite

Ready to try it?

Generate a complete experiment plan from a single hypothesis.

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