Give agents context, not credentials.
Fulcra is a governed context lake beside your systems of record — one place where every agent can read, write, coordinate, and pick up where another left off.
Problem
Enterprise teams are moving quickly from one agent to a fleet — exactly what an innovative team should be doing. Then the pattern repeats:
Solution
Fulcra sits beside your existing data infrastructure and exposes to each agent only the context it's permitted to use. The lakehouse remains the system of record.
Problem
Agents can't see what changed between runs — every loop begins with re-briefing instead of work.
Solution
Agents wake up to new data, new decisions, and new work — and write back what they learn for the next one.
Problem
One agent can't reliably share context with another, so nothing builds on what a previous agent learned.
Solution
Agents hand off and coordinate across applications and workflows — and you can see it happen.
Problem
Direct access to every system of record turns each agent into a new security perimeter — and prototypes harden into infrastructure someone must operate.
Solution
You govern access, sharing, deletion, and exit. Fulcra carries the pipes, storage, and security burden.
Your data stays governed in the systems where it already lives. Agents work from the context made available to them.
Authorized exports and feeds flow in from your lakehouse, business systems, and tools. Deterministic feeds decide what crosses the boundary.
Permissions define which context each person, agent, and workflow can reach.
Agents read, write, and coordinate inside the boundary — across products, departments, and processes.
Swap models, add agents, regenerate workflows. The stack changes; the context lake persists beneath it.
The biggest gains from agents come from what can't be specified in advance: per-user adaptation, creative problem-solving, agents that improve their own workflows and write their own tools. You can't script every move an agent will make — but you can deterministically control which proprietary data it can reach. That's why we built Fulcra. When you control the data boundary, you can let the agent be creative inside it.
The biggest gains from agents come from what can't be specified in advance: per-user adaptation, creative problem-solving, agents that improve their own workflows and write their own tools. You can't script every move an agent will make — but you can deterministically control which proprietary data it can reach. That's why we built Fulcra. When you control the data boundary, you can let the agent be creative inside it.
The common trait matters more than the industry: you're moving quickly, you already have valuable data infrastructure, and you don't want every team building and maintaining its own context and coordination layer.
The common trait matters more than the industry: you're moving quickly, you already have valuable data infrastructure, and you don't want every team building and maintaining its own context and coordination layer.
Building agentic software that needs persistent, permissioned context behind it.
Deploying internal agent workflows across existing systems and departments.
Governing agent access to enterprise information without becoming the bottleneck.
Coordinating agents across applications, departments, and business processes.
Create a free account, stream in the sources you can easily authorize, and watch what your agents do with real context. See what becomes possible before you talk to anyone.
Create a free account, stream in the sources you can easily authorize, and watch what your agents do with real context. See what becomes possible before you talk to anyone.
Add persistent, permissioned context and multi-agent coordination without rebuilding the backend.
Let agents work across systems while preserving organizational boundaries and auditability.
A controlled bridge from the lakehouse to agents, without broad direct access.
Turn a prototype stack into managed infrastructure before security and maintenance become the bottleneck.
Tell us what you're coordinating, which systems your agents need to reach, and where governance is getting in the way. We'll show you where Fulcra sits in your stack — as an enterprise deployment or a self-hosted design partnership.
Tell us what you're coordinating, which systems your agents need to reach, and where governance is getting in the way. We'll show you where Fulcra sits in your stack — as an enterprise deployment or a self-hosted design partnership.
.png){kind=logo}
