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Graft AI

Turns existing software workflows into governable AI Agent tools

Last Updated 9/11/2026

About Graft AI

Graft AI targets irreplaceable ERP, mainframe systems, desktop apps, web portals, virtual desktops, and internal tools, mapping constrained workflows in existing software to governable AI agent tools. It observes real processes, records interfaces, inputs, state transitions, and side effects, and lets the agent call a stable MCP tool. Versioned structures, permission awareness, full auditing, and independent witnessing help evaluate correct results for specific workflows and real environments.

Best for

Teams using ERP and mainframe systems
Teams maintaining desktop apps and web portals
Teams that need AI agents to connect to internal tools
Teams that need auditing and permission controls

Best use cases

Provide an Agent tool boundary for constrained workflows in existing software

Call fixed workflows through MCP

Evaluate workflow execution results in real environments

Audit Agent actions with permission constraints

Features

Stable contract

Provides versioned tools with clear schemas.

Permission-aware

Follows roles, rules, and constraints.

Auditable actions

Records full context at every step.

Independent state witness

An independent witness checks real application state.

Pros

  • Supports existing ERP, mainframe systems, desktop apps, and web portals
  • Reduces repeated interface discovery through stable tool boundaries
  • Provides versioned tools and clear schemas
  • Independent witnesses check real application state

Cons

  • The product is in private beta, with availability assessed per workflow
  • Compatibility with specific frameworks, runtimes, protocol versions, or deployments must be confirmed during workflow evaluation

FAQ

The page lists ERP, mainframe systems, desktop apps, web portals, virtual desktops, and internal tools.
A private-beta evaluation starts with one workflow, its real environment, and the evidence needed to judge correct results.

Tool Information

DeveloperGraft AI
Release Date9/11/2026
PricingFree