Living Data for Intelligent Systems
We build the data feeds that your agents need.
Reality creates problems. Intelligent systems solve them. We make sure those systems have qualified, attested data feeds they can trust. Continuously enriched, delivered via MCP, API, and secure connectors.
Data is alive now. Control it.
Every organization deploying agents, copilots, or automation hits the same wall: the model is fine, but the data is wrong, stale, missing, or unstructured. The model doesn't need to be smarter. It needs a better feed.
Knowing what to buy, sell, or build is now a negotiation between you, your stack, and your agent. We make sure the agent side of that negotiation has an optimized understanding of the environment and every input it requires.
The Problem
Your data is scattered across databases, documents, APIs, spreadsheets, and the knowledge inside your team's heads. Intelligent systems get fragments, not feeds.
What We Build
Living data systems that continuously deliver qualified, scored, attested signal to intelligent systems, across medical, industrial, defense, and growth environments.
We don't sell dashboards. We architect feeds that make your intelligent systems accurate, fast, and autonomous.
How It Works
Connect. Configure. Consume.
Connect
MCP, API, or secure connector into your environment. Your agents, copilots, and automation get a governed data endpoint.
Configure
Tell us your domain, your stack, your decision surface. We architect the collection, enrichment, scoring, and lineage.
Consume
Your intelligent systems get fresh, scored, attested signal. Continuously. The value compounds. More data, better scoring, richer connections over time.
How We Deliver
Four ways we work with you.
Every engagement starts with a Discovery to map your signal sources and architect the feeds. Then we deliver through one of four modes.
Embedded Operations
Expert operators and AI practitioners inside your organization. Continuous technical derisking, human and machine.
Learn MoreBuild
Living data systems architected for your domain. Agent-native feeds on your data, optimized for your team's workflow.
Learn MoreAdvisory
Cross-functional guidance anchored in data. For complex initiatives that need direction before they need code.
Learn MoreTrust
Cross-environment data assurance. Attested lineage for every data point: where it came from, how it was scored, what changed.
Learn MoreWhat We've Built
Everything is fusable. Nothing is sacred except the problems.
These are production living data systems we built and operate. Open source components, real intelligence feeds, deployed across domains. The architecture we deliver to partners, running live.
Gerolamo
A living intelligence corpus monitoring 125+ domains across GitHub, arXiv, and Hugging Face daily. Scored, enriched, agent-accessible via MCP and API. The core dataset is free.
Zephyr
Signing and verification for high-consequence data. Transactions between autonomous systems, data transitioning environments: healthcare, energy, defense, logistics, science.
Explore VerticalsSonde
MCP-native topic registry. Declare what to watch, simulate before collecting, give agents governed access with full lineage.
Open SourceSnap
Structured screen capture for agent consumption. Annotate what matters, save structured metadata, feed it directly to AI agents via MCP.
Open SourcePrelude
Attested schema contracts for data flowing between environments. Ensures what your agents receive matches what was promised.
Open SourceTrack Record
Real outcomes across federal and commercial technology markets.
Revenue Influenced
Account Retention
Where It Fits
Whether it's a proposal team submitting BAAs, a CNC shop optimizing operations, or a portfolio company deploying agents, we make sure the intelligent systems supporting humans have an optimized understanding of their environment.
What's left is your grit, speed, and charm.
We handle the data. Your agents handle the execution. You handle the opportunity.