Technical Intelligence
Signal without synthesis is just noise.
Adjective turns technical, market, buyer, and competitive signal into usable decisions. The engine behind this is Gerolamo — our AI and agentic-native Technical Intelligence Corpus.
The Edge
The open-source world is moving too fast for human analysts to keep up. Millions of new repositories, research papers, and AI models appear every month. The noise is deafening.
Gerolamo is growing every day. It gives us — and our partners — an incredible edge in research, discovery, and prioritization across all of our initiatives.
It doesn't show you what's popular. It tells you what is built to last, what is emerging, and what is about to be commoditized. That intelligence powers every capability we deliver.
The Platform
Gerolamo
An AI-native Technical Intelligence Corpus that monitors GitHub, arXiv, and Hugging Face continuously. Scored, opinionated intelligence on the open-source landscape — designed for both human analysts and AI agents.
Ingest
Pulls data from GitHub, arXiv, and Hugging Face daily. Normalizes code, research, and models into a single searchable landscape.
Evaluate
AI analysts score every entity on Defensibility (1-10), Frontier Risk, and Novelty — separating breakthroughs from noise.
Fuse
Data and analysis merge into Intelligence Primitives — structured intelligence units covering technical stack, narrative, and strategic implications.
Search
Semantic search across the entire corpus. Ask by meaning, not keywords. Results served to humans and AI agents alike.
Conspectus
Macro-level dashboard showing the state of entire industries. See if defensibility is dropping in Robotics or activity is exploding in Quantum Computing before the market notices.
Agent-Native
Built for the future of work. 23 MCP tools allow AI agents to search the corpus, score technology stacks, compose research briefs, and provide data-backed analysis in real-time — the same tools our team uses internally.
Workspaces
Collect projects into a workspace and ask the AI to Understand how they work together, Compare competing technologies, or Compose a build plan.
Structured Intelligence
Intelligence Primitives
Every entity Gerolamo tracks becomes a structured intelligence unit — a “molecule.” Each molecule encodes what something is, how defensible it is, how fast it's moving, who built it, and what threatens it.
These molecules are the atomic unit of our intelligence transfer. When we work with partners, we don't hand over PDFs — we transfer structured, scored, queryable intelligence that compounds over time.
LLM-powered analysis of durability
Stars, citations, downloads tracked daily
Commoditization and platform risk
Who built it and their track record
Built for Agents
Intelligence That Agents Can Use
Gerolamo was designed from the ground up for human-agent collaboration. Every molecule, every score, every landscape view is available to AI agents through structured APIs and MCP tools.
23 MCP Tools
Search intelligence, find sleepers, score stacks, compose molecules, analyze competitive landscapes, trace lineage, get intelligence briefs — all available to any MCP-compatible AI agent.
Structured Primitives
Every molecule is a typed, scored, queryable object. Agents parse them directly — no PDF extraction, no screen scraping, no lossy intermediaries.
Composition Modes
Agents can compose molecules into research briefs, comparison reports, build specs, and investment theses — the same synthesis your human team would perform, at machine speed.
For Partners
Custom Corpus
Gerolamo is our public proof. Your corpus is the private version.
What It Is
A white-labeled intelligence system built from your data — public, private, internal, or proprietary. The same architecture that powers Gerolamo, tuned to your domain, your market, and your competitive landscape.
Corpuses turn scattered knowledge into reusable intelligence infrastructure. They can support product, sales, capture, strategy, operations, and customer-facing data products.
Your IP: Every Custom Corpus is work-for-hire. The data, the system, the intelligence, and the infrastructure are the sole property of the partner. Agent-native by default — your AI agents get the same MCP access as Gerolamo.
What It Produces
Intelligence Across Every Capability
Technical Intelligence is not a standalone service. It is the engine that makes everything else sharper.
Proof Systems
Intelligence identifies what is worth building, what technologies to use, and what risks to anticipate before a single line of code is written.
Opportunity Engineering
Competitive landscape analysis, technology gap identification, and narrative framing that makes proposals more credible and capture more precise.
Product Line Enrichment
Market maps, buyer research, and competitor scans that inform how products are positioned, priced, and differentiated.
Service Line Optimization
Vertical-specific intelligence that helps sharpen delivery models, identify new channels, and create account-level strategies.
Your company already has knowledge. We turn it into infrastructure.
The longer the intelligence runs, the smarter it gets. Historical data that is impossible to replicate overnight.