AI governance for runtime

Govern Production Agents Without Losing Control

For platform, security, and operations teams moving AI agents from demos into real workflows where data access, validation, permissions, and auditability matter.

See how Form.io Universal Agent Gateway gives production agents governed context and controlled access to the same forms, resources, actions, APIs, and rules your human workflows already use.

Production Agents Break When Context Lives Outside The System

An agent can reason fluently, but it still needs governed data, real permissions, validated actions, and an audit trail before it belongs inside enterprise operations.

The hard part of enterprise AI is not getting an agent to answer a prompt. The hard part is letting that agent touch production systems without creating a second, weaker path around the rules your teams already enforce.

Most teams try to solve runtime governance with prompt instructions, copied data, custom glue services, or one-off agent integrations. Those approaches can work in a demo, but they drift as soon as forms change, permissions change, or the workflow moves across systems.

Runtime agents need more than a smart model. They need dynamic context from the system of record, authenticated access, role-aware boundaries, validated submissions, controlled actions, and logs that explain what happened.

Universal Agent Gateway is the runtime layer for that problem. It turns existing Form.io JSON definitions into agent context and gives agents a governed way to read, validate, route, and act on structured workflow data.

Built for enterprise teams moving AI agents into governed operations
Nationwide Insurance
Carelon
Pepsico
State of Ohio logo
Deloitte

Put A Runtime Gateway Between Agents And Enterprise Data

UAG uses Form.io's schema-driven foundation to give production agents dynamic context, authenticated access, validation, actions, and auditability through the same controlled workflow layer.

Universal Agent Gateway

Dynamic Context From Living Schemas

UAG interprets Form.io JSON definitions for agents the way rendered forms interpret them for people. When a form, field, validation rule, resource, or workflow changes, the agent context follows the governed definition instead of depending on stale prompt instructions.

Controlled data access

Authenticated, Role-Aware Access

Production agents should not operate through a shadow permission model. UAG lets agents authenticate through the enterprise boundary, inherit RBAC-aware access, and work with governed forms and resources instead of loose copies of sensitive data.

Auditable agent actions

Validated Actions With Audit Evidence

Agent output can become structured submissions, trigger configured actions, and move through existing workflow paths. The interaction is authorized, validated, logged, and tied back to the agent's identity so review does not depend on trusting a black box.

Form.io JSON schemas governing production AI agents
UAG turns Form.io JSON definitions into runtime context, access rules, validation paths, actions, and audit evidence for production AI agents.
"Unmatched capability in its product class, particularly for complex use cases where complete ownership of your data is a must."
Midnight Health
Control over complex data
"Of all the systems we use to deliver our end products, Form.io has been probably the most straightforward and issue free to use, with excellent support."
Dept. of Justice, Ireland
Confidence in complex delivery
"Speed to market using Form.io worked fantastically well. We didn't have to spend 80% of our time building our own solution and instead could focus our dev time on things proprietary to us."
Cory Linton, CEO of Edify.ai
More time on proprietary work

Runtime Governance Starts After The Demo

UAG governs what production agents can see, validate, submit, route, and trigger after an AI workflow is live.

Does UAG replace the application stack?

No. UAG sits between agents and the Form.io-powered data and workflow layer. Your team still owns the surrounding application, deployment model, integrations, and operational policy.

What changes when a form changes?

The governed JSON definition changes the context an agent receives. A new field, validation rule, role boundary, or workflow path becomes part of the agent-facing contract without retraining a model or rebuilding a parallel AI configuration layer.

Can agents act on live workflow data?

Yes, when they are authorized to do so. UAG is built for agents that need to discover relevant forms and resources, assemble valid submission data, respect configured access boundaries, and trigger controlled actions into downstream systems.

Map Your Runtime Agent Governance Path

Book a short working session and Form.io will help identify where UAG belongs between your agents, governed data, workflow actions, and production systems.

Bring one agentic workflow your team wants to move beyond the demo stage. Form.io will map where the agent needs context, where it needs authenticated access, where validation must happen, and which actions must remain controlled and auditable.

If the problem is production-agent governance, this is the right conversation: make the live workflow rules available where agents read, decide, submit, route, and trigger work.

Let Agents Act Through The Same Rules Humans Follow

Production AI only becomes useful when agents can operate on real workflow data without bypassing the controls that make the system trustworthy. UAG gives agents dynamic context, governed access, validation, actions, and audit evidence from the same Form.io foundation.

The goal is not to let every agent improvise a new operating layer. The goal is to extend the governed data and workflow infrastructure you already use so agents become controlled participants in the process.