Start with a capability manifest.
Purpose, tools, inputs, outputs, owner, and least-privilege scopes are explicit before assembly.
Any internal application gets governed search, validated retrieval, agents, and model inference through one API—so no team rebuilds RAG, security, or governance again.
PERMISSIONED · AUDITED · CUSTOMER-HOSTEDTHE OPERATING SEQUENCE
Purpose, tools, inputs, outputs, owner, and least-privilege scopes are explicit before assembly.
Connect triggers, systems, specialist agents, memory, and deterministic business logic.
Run scenario tests, adversarial cases, permission checks, and cost thresholds against a candidate version.
Security and business owners sign the exact version and scopes that may enter production.
Release to the private marketplace with status, lineage, ratings, rollback, and an accountable owner.

CAPABILITY ATLAS
Versioned expertise with golden-case tests and marketplace publishing.
Tools, memory, sandboxed multi-step execution, and complete audit.
Proprietary sources with uniform schemas and access controls.
Embed cited search, chat, and dashboards in any internal app.
Roles, direct requests, and repeated behavior can trigger an agent proposal. Every draft arrives with a capability manifest and least-privilege scopes for human review.
A governed meta-agent tunes retrieval, proposes connectors, drafts recurring skills, schedules learning runs, and reports what it changed and why.
A private marketplace catalogs every approved capability—ratings, security status, one-click install, and rollback. Air-gapped deployments run their own instance.