Turn Your AI Agents Into Real Enterprise Operators That Can Successfully Interface with Your Production Systems

• Prompt stuffing: giant, fragile prompts that break when the process changes.
• Massive retraining: expensive fine-tuning just to get models to understand your domain.
• Ad-hoc tools: custom MCP servers built per use case that your teams have to maintain forever.

UAG inverts the model:

When you've already configured:

• Form Definitions
• Validation rules
• Conditional logic
• Data models
• RBAC Policies
• Auth integration
• Form settings
• Data routing

UAG treats these as the binding set of rules for agents:

• Because a nurse doesn't want to read JSON, they want an intake form.
• An AI agent doesn't want raw spec docs, it wants structured JSON describing fields, rules, and constraints.

UAG is effectively a form renderer for AI agents. It interprets your Form.io JSON the way your applications do, and exposes it as dynamic, precise context through MCP tools.

• No duplication.
• No parallel "AI configuration" universe.
• No fragile prompt engineering.

With UAG:

• Update a form → update an agent's context.
• Add a field → add a constraint or capability.
• Publish a new version → instantly change agent behavior.

You don't retrain a model to add "Preferred Language" to an onboarding flow.
You update the form, and the agent, via UAG,knows:

• The field exists
• Its type, validation rules, masks, and required status
• Where to place it in the submission payload

This is the first time enterprises can iterate on agent logic the same way they iterate on forms.

With UAG, agents:

• Authenticate like any other user via your existing Form.io-based auth and SSO.
• Inherit your enterprise RBAC, not some shadow permission model
• Retrieve and route secure data dynamically, within your private network.
• Execute actions governed by your existing Form.io Actions and audit trails.

Every step is:

• Authenticated
• Authorized
• Logged

So instead of praying your "AI middle layer" behaves, you're operating inside a governed, auditable architecture you already trust.

Instead of building your own agent-service per use case, UAG gives you:

• A turnkey MCP Server wired to your Form.io project
• Native authentication, RBAC, routing, and validation
• Native data model governance via your existing JSON schemas
• Extensible Actions and Modules to push/pull from any existing system (Snowflake, legacy databases, line-of-business apps, etc.)

Your developers work with skills and patterns they already know:

• JSON schemas
• Form.io server
• Actions and middleware
• Familiar self-hosted deployment