Graft AI

Graft AI is a private-beta product for giving AI agents controlled access to legacy software workflows, and it may be useful if your team needs to automate tasks that do not fit neatly behind an API.

The website describes Graft as a governed interface-to-tool layer for business workflows that agents cannot reach through a suitable API. In plain terms, it appears aimed at turning one known workflow inside existing software into something an agent can use, while keeping access narrow and controlled.

That makes Graft a specialized option, not a general automation platform. It looks most relevant to teams that still depend on ERP software, desktop applications, internal portals, mainframes, or similar systems, and want to test a blocked workflow before expanding further.

What stands out is the governance angle. The website says the security model uses narrow tool contracts, policy enforcement, least-privilege application access, and source-system evidence. If that is implemented as described, the product may be useful for organizations that care about limiting agent access and being able to verify that an action happened in the source system.

The main limitation is availability. Graft is in private beta, and the website says availability and supported environments are evaluated workflow by workflow. That means you should not assume broad rollout support or immediate access.

A few important details are still unclear. The website does not clearly state pricing, supported integrations, or how much implementation work is required. It also does not clearly explain how the workflow assessment translates into deployment, so verify the onboarding path before you rely on it for planning.

Who should consider it? Teams with a specific blocked workflow, especially where an AI agent cannot reliably operate inside legacy software, are the best fit. If you are looking for broad, self-serve automation across many systems, Graft may be too narrow. If you need controlled access to one high-value workflow, it may be worth a closer look.

Bottom line: Graft AI looks like a focused tool for governed AI-agent access to legacy business software, with security and traceability as its main selling points. It is promising for a narrow use case, but the private-beta status and missing commercial details mean you should verify fit, pricing, and deployment requirements on the official website before making any commitment.