Turn company operations into a living map for agents
Most agent tools assume clean APIs. Graft starts where companies actually work: legacy apps, internal tools, and workflows trapped behind screens. It learns how the work gets done, turns it into a living operational map, and gives agents stable tools with permissions, approvals, audit trails, and verification built in. When the underlying UI changes, Graft detects the drift and repairs the workflow without breaking the agent interface.
Hey PH 👋
I started Graft after realizing that the hardest part of deploying agents at work is not the model. It is the software around it.
Real companies run on ERPs, desktop apps, internal portals, spreadsheets, and years of operational knowledge that agents cannot reliably understand or use.
Graft began as a way to turn those interfaces into stable tools for agents. While building it, the idea grew into something bigger: a living map of how a company actually works. Graft learns the workflow, decisions, permissions, exceptions, and success conditions, then gives agents a safe way to do the work with approvals, audit trails, and verification built in.
When the underlying software changes, the agent-facing tool stays stable.
We are launching early because we want to learn from the people actually building and operating agents.
What is one system or workflow your agent still cannot reliably use today?
About Graft AI on Product Hunt
“Turn company operations into a living map for agents”
Graft AI launched on Product Hunt on July 16th, 2026 and earned 110 upvotes and 27 comments, placing #11 on the daily leaderboard. Most agent tools assume clean APIs. Graft starts where companies actually work: legacy apps, internal tools, and workflows trapped behind screens. It learns how the work gets done, turns it into a living operational map, and gives agents stable tools with permissions, approvals, audit trails, and verification built in. When the underlying UI changes, Graft detects the drift and repairs the workflow without breaking the agent interface.
On the analytics side, Graft AI competes within SaaS, Artificial Intelligence and Vercel Day — topics that collectively have 516.8k followers on Product Hunt. The dashboard above tracks how Graft AI performed against the three products that launched closest to it on the same day.
Who hunted Graft AI?
Graft AI was hunted by Yashas Gunderia. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of Graft AI including community comment highlights and product details, visit the product overview.
Yashas Gunderia