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The AI Research Factory
Memory. Reasoning. Personalization. The breakthroughs that matter most move slowest — because each one takes a full research team, years, and millions.
We built an AI R&D platform
that accelerates itself.
It's been running autonomously for months — improving its own products while it works. The same platform ships production ML for enterprises in days, funding the mission.
AI crossed the threshold to do this in 2024. The big labs use it internally — but nobody is building it as a platform. Every month of research compounds. Every customer delivery deepens the moat.
Today's AI forgets everything between conversations. We're building the best memory system in the world — so AI can actually remember who you are and what you've told it.
We see exactly where the AI forgets things — then our lab automatically fixes it, around the clock.
Predicts which marketing campaigns will make money and which won't — for a real enterprise customer. A complete AI system built by the factory in a weekend.
A team of AI workers that breaks any problem into steps, assigns the right specialist, and builds production software.
An AI-run science lab. Proposes ideas, tests them, learns from results. 200+ experiments run so far.
AI memory
Campaign prediction
World model for decisions
Healthcare retention
Treatment response models
Long-term recall
Multi-step thinking
Learns from experience
Multimodal understanding
Adaptive identity
Knows what it doesn't know
Memory is where we start. Each piece is its own massive market.
| Company | What They Built | Funding | Valuation |
|---|---|---|---|
| Mem0 | One memory architecture | $24M | $150M |
| Letta (MemGPT) | One memory framework | $10M seed | $70M |
| Autoscience | One automated research lab | $14M seed | — |
| Cognition (Devin) | One AI engineering tool | $21M seed | $350M |
| ResearchOS | The factory that builds all of the above | Raising seed | — |
"They're each one product. We're the platform that produces them."
We build AI products for industries that can't build their own.
MFE connects directly to identity graphs, CDPs, and CRMs — everywhere long-term consumer conversations and personalization live. Memory is the missing layer between AI and every customer relationship.
Every deployment deepens three compounding defenses.
The factory that builds AI products
The lab that makes them best-in-class
The engine that compounds