Connect data and systems
Connect enterprise content, applications, tools, workflows, and state changes through APIs, MCP, and events.
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Enterprise Agent Foundation
Enterprise Integration & Deployment
Bring agents into existing systems—not another isolated stack.
Expose existing enterprise data, tools, agents, and workflows as governed capabilities through APIs, MCP, A2A, and events. Agent Factory packages them as reusable skills, with deployment aligned to data, security, compliance, and operational boundaries.
How It Works
Turn enterprise capabilities into governed agent action.
The integration layer turns enterprise systems into stable, governed, maintainable capability contracts. The Long-Horizon Agent Runtime uses the Harness to select and run them within each task.
Package Agent Skills
Organize enterprise operations as reusable capabilities with explicit inputs, outputs, permissions, and boundaries.
Define interoperability contracts
Use MCP, A2A, and versioned interfaces to define discovery, invocation, handoff, and failure handling across agents and systems.
Deploy to enterprise boundaries
Choose public-cloud, private-cloud, or hybrid deployment according to data, security, compliance, and operational needs.
In Production
Its role inreal enterprise work.
Bring agents into existing operations
Connect existing data, tools, and events so agents can read state, act, and write outcomes within current systems.
Reuse each integrated capability
Package enterprise operations as governed skills reusable across tasks and agents instead of repeatedly customizing endpoints.
Change models without rebuilding business connections
Preserve context, skills, connectors, and evaluations independently so business workflows survive and can be revalidated when models change.
Validation & Guardrails
Integration must remain governable and adaptable.
Enterprise systems, permissions, and models keep changing. Connections, skills, context, and evaluations must remain maintainable assets and undergo regression after change.
How We Measure
01
Connection success
02
Cross-system task completion
03
Capability-contract regression
04
Change recovery
Boundaries & Guardrails
Explicit data boundaries
Define where data is accessed, processed, stored, and written back instead of applying one deployment model everywhere.
Regression after change
Revalidate consequential tasks and skills after interfaces, permissions, or business workflows change.
Fault isolation and rollback
Monitor, rate-limit, and version connectors and skills independently so external failures are contained and execution can return to a validated version.
Connected Technology
Every capability,working as one system.
Models, context, runtime, and enterprise foundations work together to move agents from understanding to reliable action.
01
GEA Architecture
Long-Horizon Agent Runtime
Keep work moving toward long-horizon goals and outcomes.
Learn more02GEA Architecture
Context System
Help agents understand what is happening in the enterprise—and keep acting on it.
Learn more03Enterprise Agent Foundation
Security & Governance
Keep every action within identity, access, and accountability boundaries.
Learn moreTechnical questions
Understand the mechanism, boundaries, and production requirements.
01
What roles do APIs, MCP, A2A, and Agent Skills play?
APIs provide system capabilities, MCP exposes tools and resources through a standard interface, A2A supports capability discovery, handoffs, and collaboration between agents, and Agent Skills package business intent, inputs, outputs, permissions, operating boundaries, and failure handling. Together they form interoperability contracts rather than replace one another.
02
How do agent tasks survive changes to existing systems or interfaces?
Connectors and skills require versioning, contract tests, and regression of critical tasks. Changes to inputs, outputs, permissions, and exception handling are validated before a staged switch so infrastructure changes do not silently break production work.
03
Where should an enterprise integration project begin?
Start with a task that has clear value, bounded systems, and measurable outcomes. Define the data to read, actions to permit, identity and access, and write-back location, then integrate within a limited scope and expand only after critical-task regression passes.
Ready when you are