Headless GxP is the architecture for regulated R&D in an agentic world — where any tool, any model, and any workflow can plug into a compliant system of record without living inside it.
June 8, 2026 · Free live webinar · Kivo Headless API + MCP launch
Private AI models trained on your data and locked away from other tools sound safe. But they start you behind the curve — and you never recover. The marketplace of tools built on frontier AI evolves orders of magnitude faster than any single vendor can match.
The belief that you must choose between AI and GxP compliance is a false dichotomy. Headless GxP is a membrane — a protective layer with selective permeability that lets data interact with any tool in the ecosystem, without allowing non-compliant actions.
Agents analyze, cross-reference, and propose. A specific human — under their own authenticated identity — takes the action the system records. The deeper the AI's analysis, the more substantive the human's decision. That relationship is what the architecture enforces.
"Using a model that can't interact with the ecosystem is like running your company on a Blackberry while your competitors are armed with the latest iPhone."
Headless GxP separates the system of record from the system of interaction. Regulated content and audit trails live in a validated platform. The work — drafting, analyzing, reviewing — happens wherever your team actually works.
The UI is built on the same API any external system uses. Programmatic access isn't retrofitted — it's foundational.
REST APIAny AI system can interrogate Kivo's content, metadata, and workflow state through the Model Context Protocol.
MCP · June 8Agents analyze and propose. Humans act under their own authenticated identity. The audit trail is unbroken and attribution is always real.
21 CFR Part 11Built by
Headless GxPTM is the thought leadership home for Kivo's agent-native strategy. For the full platform — regulatory, clinical, quality, and document management — visit kivo.io.