Connect existing data and systems
Connect enterprise content, applications, tools, workflows, and state changes through APIs, MCP, and events.
Production Readiness
Connect existing systems. Deploy on enterprise terms.
Connect existing enterprise data, models, tools, and business systems through open interfaces and standard protocols, with private, hybrid, or public-cloud deployment aligned to security, compliance, and IT requirements.
How It Works
Connect existing enterprise systems and capabilities first, then choose a deployment model that fits data, security, compliance, and operational boundaries—without forcing the enterprise to start over.
Connect enterprise content, applications, tools, workflows, and state changes through APIs, MCP, and events.
Use open interfaces, A2A, and versioned protocols for capability discovery, invocation, collaboration, and failure handling.
Package data access, system actions, and failure handling into bounded, maintainable, and verifiable capability contracts.
Choose private, hybrid, or public-cloud deployment according to data, security, compliance, and operational needs.
Enterprise Value
Connect existing data, models, tools, and systems so agents enter current business processes instead of creating another silo.
Choose the deployment model around data location, network, security, compliance, and operations rather than forcing one architecture on every enterprise.
Keep connections and skills maintainable and verifiable so the system can evolve as models, interfaces, and business processes change.
Validation & Guardrails
Enterprise systems, permissions, and models keep changing. Connections, skills, context, and evaluations must remain maintainable assets and undergo regression after change.
How We Measure
Connection success
Cross-system task completion
Capability-contract regression
Post-change regression pass rate
Boundaries & Guardrails
Define where data is accessed, processed, stored, and written back instead of applying one deployment model everywhere.
Revalidate consequential tasks and skills after interfaces, permissions, or business workflows change.
Monitor, rate-limit, and version connectors and skills independently so external failures are contained and execution can return to a validated version.
Connected Technology
GEA OS
Keep work moving toward long-horizon goals and outcomes.
Learn more02GEA OS
Turn multimodal content, business state, and enterprise judgment into context for continuous agent action.
Learn more03Production Readiness
Keep every action within identity, access, and accountability boundaries.
Learn moreTechnical questions
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.
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.
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