The context layer of the agentic economy
Context Fabric™
A living context fabric of your business - the meaning, memory, and rules that ground every AI agent you run. Built autonomously. Owned by you.
Fusion map
Context Fabric fuses your systems, knowledge, and policies into one graph - the connective tissue between your business and every agent you’ll ever run.
- Docs
- Sheets
- PDFs
- Tickets
- Wikis
Autonomous Fabric Builderextract · link · verify
ChatGPT
Claude
Gemini
Perplexity- BI & analysts
- Dashboards
- APIs
- Workflows
What it is
A context fabric, built by itself
Context Fabric connects to your data and assembles a graph of what your business actually means - entities, relationships, metrics, and the rules that govern them.
It bridges raw tables and real-world logic, so agents reason with your truth instead of guessing at your schema. No modeling projects. No ontology committees.
Learns how your business thinks
Beyond column names: it learns your metrics, KPIs, and seasonal patterns directly from how your teams operate.
Pins meaning to data
Abstract concepts like “churned customer” map to the exact tables, logs, and APIs that define them.
Grounds every decision
Agents reason over what happened and why - adapting as your business scenarios evolve, without retraining.
Why it matters
Agents don’t fail at reasoning. They fail at context.
Most agents can query your data but don’t understand your business. Context Fabric closes that gap - and keeps it closed.
the connective tissue for agentic ops
Planning & reasoning
Cause-and-effect lives in the graph. Agents chain “low NPS → churn risk → revenue dip” because the logic is context, not prompt.
Resilient to change
Schemas drift, columns rename, tools get replaced. The fabric re-binds meaning so agents keep working through every migration.
Independent by design
Define your business once, run it on any agent. Swap models and vendors freely - your context stays, nothing gets rebuilt.
Transparent end to end
No black boxes. Every agent conclusion traces back through nodes, edges, and sources - you can audit why, not just what.
A fabric that builds - and rebuilds - itself
Context Fabric continuously builds, updates, and refines its understanding of your business as data changes. Agents that learn and adapt over time, not snapshots that rot.
Automated context mapping
A semantic foundation in minutes, not months.
Connect your data and knowledge sources - structured, semi-structured, or documents. The fabric assembles itself from how your teams already operate: metrics, definitions, relations.
Continuous adaptation
Data evolves. Rules change. Your fabric keeps up.
Schemas drift and policies update. The fabric monitors structured sources and unstructured knowledge in real time, detecting drift and semantic gaps - and heals the graph to match reality.
Universal logic layer
One source of truth for every agent.
Stop maintaining scattered definitions. Define a concept like 'active user' once - every agent, dashboard, and analyst queries the same unified meaning, instantly.
Governance & editing
It does the heavy lifting. You hold the keys.
Inspect any node, override any definition, approve changes before they ship. Full version history and role-based control - human oversight without human bottlenecks.
Context Fabric
Own the context. Rent the agents.
Deploy agents that understand your business from day one - on a fabric that compounds while models come and go.
- Free to start
- Your context stays yours
- Swap agents anytime