Scattered assets
Business context lives across databases, documents, APIs, services, and monitored infrastructure.
ENTERPRISE CONTEXT PROVIDER
Enterprise context provider.
ContextStacker turns scattered business data, documents, APIs, and monitored assets into governed context that agents can understand and use.
WHY CONTEXT
Agents need context that is current, governed, and callable.
Enterprise knowledge is spread across operational systems, internal documents, API descriptions, monitoring tools, and asset inventories. ContextStacker gives that knowledge a controlled path into agent workflows.
Unclear boundaries
Agents need permission-aware context, not an unrestricted copy of everything the company knows.
Missing interfaces
Useful knowledge has to be packaged as OpenAPI, MCP, and tool surfaces agents can call.
WORKFLOW
Package business assets into governed context.
The platform receives structured and unstructured sources, normalizes them into business context, and exposes them as interfaces agents can safely use.
WORKFLOW
agent-ready
Ingest
Connect data, documents, API descriptions, and monitored assets from the systems teams already use.
Govern
Apply ownership, freshness, permission, and operational boundaries before context reaches agents.
Package
Transform raw assets into compact, explainable context with clear contracts and source lineage.
Expose
Publish agent-ready context through OpenAPI, MCP, and tool interfaces for internal or external agents.
CAPABILITIES
A platform layer for enterprise context.
ContextStacker is designed to sit between business assets and the agents that need to reason over them, call tools, and coordinate with other AI systems.
Structured and unstructured ingestion
Accept tables, files, API descriptions, documents, and monitored asset state without forcing one source format.
Context governance
Keep context current, scoped, auditable, and aligned with business ownership before it is exposed.
Agent-ready interfaces
Provide OpenAPI, MCP, and tool endpoints so agents can discover and use business capabilities directly.
Asset monitoring edge
Use monitored assets as part of the context layer, so agents can respond to live business and system state.
USE CASES
Built for enterprise agents.
Start with controlled context for internal agents, then expose the same governed layer to copilots, automation, and partner agents.
Internal business agents
Let agents answer questions and take action across ERP, CRM, finance, operations, and support systems.
API-aware copilots
Keep assistants aligned with live API descriptions, supported actions, and operational constraints.
Knowledge and document agents
Turn policies, reports, contracts, and working documents into governed context that agents can reason over.
CONTACT
Bring your business context to agents
Tell us what systems, documents, APIs, and monitored assets your agents need to understand and operate.