WE UNLOCK INFINITE INTELLIGENCE.
We research, validate, and compress knowledge into forms that humans can trust and machines can use. Then we make sure it never stops compounding.
New Annual Revenue Unlocked
21+ net-new revenue channels identified and activated for our partners year over year using our research methodology.
Account Retention
Every at-risk account we've supported has been retained through targeted research, feature development, and remediation.
Engineering Leverage
Research-validated automation that lets small teams deliver at the scale of large ones.
Our Approach
Great intelligence starts with understanding. We learn your domain, your constraints, and your goals. Then we make the knowledge work permanently.
Understand
Map & Diagnose.
We learn your organization's knowledge, workflows, and highest-value opportunities before touching a single system.
Integrate
Compress & Embed.
Validated intelligence engineered into your environment. Your teams, your tools, your infrastructure. No seams.
Empower
Compound & Scale.
Your teams learn to generate and use intelligence inside their actual workflows. Capability that grows without us.
From Knowledge to Action
The research doesn't sit in a report. It reaches your teams, your agents, and your decisions. Every integration is designed to close the gap between what you know and what you do.
Product
Gerolamo
Technical intelligence that scores the open-source landscape on defensibility, frontier risk, and novelty. Monitors GitHub, arXiv, Hugging Face, and an expanding set of sources continuously. Serves scored, structured intelligence to both human analysts and AI agents.
GitHub, arXiv, Hugging Face & growing
Defensibility, risk, novelty
Search by meaning, not keywords
11 tools for any MCP client
For leaders bringing AI into real operations
You're past the pilot stage. You need intelligence that works at scale, inside your actual systems, with governance your stakeholders trust.
What We Hear
- ×AI pilots work in isolation but stall when they meet organizational complexity
- ×Adoption outpaces governance, creating visibility gaps
- ×It's hard to find partners who deliver software you actually own
What We Integrate
- ✓Validated intelligence shaped around your workflows, not the other way around
- ✓Governance and provenance engineered in from day one
- ✓Sovereign infrastructure — you own the knowledge, the systems, and the roadmap
Close the gap between what you know and what you do.
We integrate validated intelligence into your environment. You own everything. It compounds.