Graft AI

Graft AI

Graft AI by Axcelner provides enterprise AI infrastructure to transform legacy, internal, and browser-only software workflows into secure, stable tools for AI agents.

enterprise AI infrastructureAI agent toolslegacy software integrationsecure AI workflowsbrowser automation
Open site

What is Graft AI?

Graft AI by Axcelner is an enterprise AI infrastructure platform that transforms legacy, internal, and browser-only software workflows into secure, stable tools for AI agents. It gives AI agents a reliable way to use legacy software by turning real interfaces into stable tools. Graft builds a living map of how work moves through your systems, so individual agents and multi-agent systems can execute operations consistently. Every action is auditable, and the platform runs in your environment without data leaving it.

Application scenarios

  • Finance and operations

    Automate order entry, invoice processing, reconciliation, and reporting across legacy systems.

  • IT and support

    Update systems, create tickets, and resolve requests through AI agents.

  • Supply chain

    Manage inventory, purchase orders, shipments, and vendor records via governed actions.

  • Customer operations

    Resolve issues and update records across systems of record with agent-driven workflows.

  • Any department

    If your team uses a legacy software interface, Graft can turn it into a tool for AI agents.

  • Legacy software modernization

    Connect ERP, mainframes, desktop apps, web portals, and virtual desktops without replacing them.

Core Features

  • Interface intelligence

    Graft watches a real workflow and maps screens, inputs, transitions, and side effects to understand the interface.

  • Stable tool contracts

    It generates typed schemas, adapters, policy boundaries, and conformance tests for each tool.

  • Independent verification

    An independent witness checks the real application state; the adapter cannot certify itself.

  • Governed execution

    Enforce approval workflows, roles, and boundaries before agents execute actions.

  • Auditable actions

    Every step is logged with full context, including source record and invoice ID.

  • Permission aware

    The system respects existing roles, rules, and constraints from the source software.

  • Drift detection

    The platform isolates interface changes and recertifies adapters when the UI version changes.

  • MCP tool integration

    Agents call one stable MCP tool instead of rediscovering the interface every time, with no changes to the source system.

Target users

Enterprise IT teams, platform engineers, and operations managers who need to connect legacy software (ERP, mainframes, desktop apps, web portals, virtual desktops) to AI agents. Also suitable for finance, supply chain, customer operations, and IT support departments that rely on systems they cannot replace.

How to use Graft AI?

Sign up for the waitlist at the official website (https://graft.axcelner.com). Once onboarded, Graft observes your real workflow, maps screens and inputs, compiles a typed schema with policy boundaries, and verifies the source effect via an independent witness. Your agents then call the stable MCP tool without modifying the source system.

Pricing and free trial

Pricing and free trial details are not mentioned on the website. The site only offers a waitlist for early access.

Effect review

Graft AI addresses a critical gap in enterprise AI adoption: making legacy software usable by agents without risky replacements. The platform’s emphasis on stable contracts, independent verification, and drift detection suggests a production-ready approach for regulated environments. While the waitlist indicates an early-stage product, the feature set—particularly the independent witness and typed schemas—positions it as a serious infrastructure play for organizations that need reliability and auditability. For teams stuck with mainframes or desktop apps, Graft offers a pragmatic bridge between existing systems and AI-driven automation.

Frequently Asked Questions

What is Graft AI?
Graft AI is an enterprise AI infrastructure platform by Axcelner that converts legacy, internal, and browser-only software workflows into secure, stable tools for AI agents.
What types of software can Graft AI transform?
Graft AI can transform legacy systems, internal tools, and browser-only software into AI agent-compatible tools.
Is Graft AI secure for enterprise use?
Yes, Graft AI is designed with enterprise-grade security to ensure stable and safe AI agent operations.
Does Graft AI support existing workflows without modification?
Graft AI transforms existing workflows into AI-ready tools, typically requiring minimal to no changes to the original software.
Can Graft AI integrate with browser-only applications?
Yes, Graft AI specializes in converting browser-only software into tools that AI agents can reliably use.

Graft AI - AI Tool Detail

Graft AI by Axcelner provides enterprise AI infrastructure to transform legacy, internal, and browser-only software workflows into secure, stable tools for AI agents.

Category：Agents

Visit Link：https://graft.axcelner.com/

Tags：enterprise AI infrastructure、AI agent tools、legacy software integration、secure AI workflows、browser automation