API
Call approved ontology, retrieval, analysis, workflow and artifact capabilities from internal applications or partner products.
Applications · workflows · embedded products
Developer access
Put firm-specific meaning inside the systems and agents your institution already uses.
Penomic interfaces are provisioned against an approved ontology, workflow and control boundary. That makes API, MCP and A2A access useful to developers—and governable by the institution.
Integration surfaces
Three ways to connect to the same governed knowledge layer.
MCP
Expose governed context and tools to compatible agent and developer environments without copying institutional meaning into every harness.
Copilots · Claude Code · internal agents
A2A
Let approved specialist agents discover, delegate and return work within defined identities, tasks, permissions and evidence requirements.
Agent teams · orchestration · partner agents
From contract to production
The documentation follows the deployed capability.
Penomic does not publish a fictional universal endpoint catalog. Reference documentation, schemas and examples are issued for the ontology, tools and controls approved in each deployment.
01Agree the boundary
Define the ontology scope, permitted actions, source systems, data classifications and human approvals.
02Issue the contract
Provide deployment-specific endpoint documentation, schemas, identity configuration, credentials and versioning policy.
03Test the meaning
Validate against competency questions, golden answers, policy constraints, provenance and failure cases.
04Promote deliberately
Move approved interfaces through the client’s environments with monitoring, audit and change control.
Open where it matters
Institutional meaning should outlast the current toolchain.
Portable semantics
Client-owned ontology assets can use open semantic standards including RDF, OWL, SKOS and SHACL where appropriate.
Versioned interfaces
Schemas and interface contracts are issued for the capabilities approved in a deployment and evolve through managed versions.
Provider flexibility
The ontology separates firm meaning from any single model, copilot or agent framework.
Governed execution
Identity, permissions, tool scope, provenance, review and publication rules travel with the use case.
Design the interface around the decision
Bring the harness, workflow or product you need to connect.
We will map the ontology context, actions, schemas, approvals, evidence and operational boundary required for production.
Plan the integration