For Investors

The operating system for
a $5 trillion industry

Chemistry invents the future — but still runs on tools from the past. We're changing that.

Scroll to continue

Read our vision

Our opportunity, technology, business model, and roadmap — in one document. Enter your details to access it.

We'll never share your information. This is just so we know who's interested.

01
The Opportunity

Chemistry is having its AI moment

$5 trillion global industry — the last major science untouched by AI.
20+ disconnected tools per chemist, every day. None talk to each other.
The science is ready. The infrastructure isn't — that's the opportunity.
The company that connects chemistry's fragmented data — and makes it actionable — will own the most valuable platform in science.
02
The Product

A swarm of AI agents that thinks like a chemist

Not a chatbot with a chemistry skin. Chempanion is a coordinated swarm of specialized AI agents — each expert in a different part of the workflow — collaborating in real time to turn one prompt into a complete answer.

Literature & Patent Search
Reads and reasons across millions of papers, patents, and internal documents in real time.
Synthesis Planning
Retrosynthetic analysis, route optimization, and auto-generated protocols.
Analytical Intelligence
Spectral interpretation, structure confirmation, and predictive analytics across all instrument data.
Enterprise Integration
Connects ELN, LIMS, inventory, procurement, and safety into one unified layer.

The result: what took a team three months now takes one scientist an afternoon.

03
The Business

Land with scientists.
Expand to the enterprise.

The Slack/Figma playbook: bottom-up adoption by individual scientists, then enterprise-wide expansion as the platform becomes essential infrastructure.

$5T+
Total addressable market
9M+
Chemists & chemical engineers globally
~0%
AI penetration in chemistry workflows
Revenue: SaaS subscriptions with usage-based pricing.
Growth: Free tier → Team → Enterprise.
Moat: Every experiment enriches the system — data network effect no new entrant can replicate.
04
The Ask

We're building the future of chemistry.
Come build it with us.

We're raising a seed round to ship the platform, sign enterprise pilots, and build the team. Four priorities:

Core Platform
Scale from 20 to 200+ specialized agents. Enterprise-grade security and compliance.
Go-to-Market
Free tier for researchers. 5–10 enterprise design partners in pharma, materials, and specialty chem.
Team
Key engineering and chemistry domain hires to ship a production-ready platform.
Data & Partnerships
Partnerships with publishers, instrument OEMs, and suppliers to build the deepest chemistry knowledge graph.
The next breakthrough molecule is waiting to be found. We're building the intelligence to find it.
Let's Talk

The operating system for chemistry
is being written right now

Interested in the future of scientific AI? We'd love to hear from you.

Get in touch Explore Features