AI Agent

Graft AI

Graft AI gives AI agents a reliable way to use legacy software by turning real interfaces into stable tools.

What is Graft AI?

Graft AI is a platform that enables AI agents to interact with legacy software systems by creating stable, versioned tool contracts from existing interfaces.

Graft AI vs Similar AI Tools

Pricing ModelFree, Free TrialFree, FreemiumFreeFree
Free Credits
Key Features
  • Stable tool contracts with versioned schemas
  • Runs completely in your environment
  • Every action is auditable and traceable
  • Multi-agent workflow with verification and self-healing
  • 50+ AI models auto-routed per agent
  • 1000+ OAuth2 app integrations
  • Seven breakable boxes covering OWASP Agentic Top-10 vulnerabilities
  • Three guided simulations for cascading failures, human-agent trust, and rogue agents
  • Network-isolated Docker containers for safe execution
  • Code-to-runtime reasoning across cloud, Git, and Kubernetes
  • Action-gate enforces read-only policy on every API call
  • Sandboxed JavaScript execution for concurrent research
Pros
  • Runs in your environment, data stays yours
  • Stable contracts that adapt to UI changes
  • Replaces 10+ separate tools with one platform
  • Multi-agent orchestration saves time and context switching
  • Covers full OWASP Agentic Top-10 in a realistic manner
  • Docker isolation prevents accidental damage
  • Read-only by construction prevents accidental writes
  • Evidence-backed verification cross-checks every finding
Cons
  • Currently in private beta, limited availability
  • May require initial custom mapping for each workflow
  • Free tier limited to 5,000 credits per month
  • May have a learning curve for complex workflows
  • Requires Docker and technical setup
  • Not for production use; only for lab environments
  • Requires an LLM API key, incurring token costs
  • Limited to read-only operations, cannot remediate
Best For
  • Enterprises with legacy systems unable to provide APIs
  • Teams building AI agents that need to execute real business operations
  • Marketing teams
  • Content creators
  • Security researchers focusing on AI agent vulnerabilities
  • Developers building MCP-based applications
  • Security engineers
  • DevOps teams

How to use Graft AI?

  1. 1Identify a legacy workflow your agents need to execute.
  2. 2Connect Graft to the system interface (e.g., desktop app, web portal, mainframe).
  3. 3Map interface states to actions and define capabilities.
  4. 4Compile a stable contract with types, recovery, and idempotency.
  5. 5Deploy the certified tool to your agent runtime (e.g., MCP).

Graft AI Key Features

  • Stable tool contracts with versioned schemas
  • Runs completely in your environment
  • Every action is auditable and traceable
  • Permission-aware with least privilege access
  • Drift isolation when UI changes
  • Conformance bundle proving real effects
  • Supports ERP, mainframes, desktop apps, web portals

Graft AI Use Cases

  • Automating ERP workflows (e.g., create invoice, update customer)
  • Running mainframe transactions and queries
  • Automating complex desktop application workflows
  • Interacting with web portals for data extraction and entry
  • Integrating internal custom systems with AI agents

Graft AI Pricing & Free Credits

Graft AI currently operates on a Free, Free Trial model.

Private Beta

Contact for Pricing

Be the first to try Graft. Currently in private beta.

Graft AI Pros & Cons

Pros

  • Runs in your environment, data stays yours
  • Stable contracts that adapt to UI changes
  • Granular permissions and audit trail
  • No need to replace legacy systems
  • Supports a wide range of legacy interfaces

Cons

  • Currently in private beta, limited availability
  • May require initial custom mapping for each workflow
  • Learning curve for setting up complex integrations

What is Graft AI best for?

  • Enterprises with legacy systems unable to provide APIs
  • Teams building AI agents that need to execute real business operations
  • Organizations seeking secure, auditable automation of existing workflows

Graft AI FAQ

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