Natural language in. Working software out.
GraphControl AI turns a request in plain English into a previewed change you approve or discard. It can only ever wire together data and actions a developer pre-approved — a hard safety boundary, not a prompt. One platform runs a portfolio of consumer and enterprise products, and ships to third-party apps as “Powered by GraphControl”.
Why the boundary is the product
In the race to adopt agentic AI, most teams bolt a chatbot onto an app and hope it behaves. The hard part isn’t the model — it’s making an autonomous system safe to hand real work.
GraphControl AI enforces an allow-list registry: every data source and action is declared and independently re-validated at execution time. The agent proposes, shows the before/after, and commits only on your confirmation. That safety model is built once and reused across every product on the platform.
Allow-list Registry
Before / After Preview
Independent Re-validation
Agent-Generated UI
One platform, a portfolio of products
The same control plane, identity model and metered AI underneath every one. Build the substrate once; run many verticals on it.
GraphControl AI
The platformThe agentic control plane itself — enterprise domains from finance and medical to project management, asset operations and the composable enterprise.
Explore the domains →HomeAuto
Consumer marketplaceA multi-vendor marketplace for home automation — browse, quote and book installers, with the assistant handling the busywork.
See the platform →Moeletsi
LegalAn AI legal advisor that drafts, explains and checks documents against a curated knowledge base — answers you can trace to a source.
See the platform →Softlearn
EducationAttendance-based tutoring: sessions, progress and payments in one place, with an assistant that keeps tutors and guardians in the loop.
See the platform →Put the engine in your own product
Embed the agentic control plane and its metered AI inside your vertical app. You bring the domain and the customers; GraphControl brings the assistant, the safety boundary, the agent-generated UI and the usage-based billing.
The attribution mark already ships in three products in our own portfolio. It can ship in yours.
Put GraphControl AI in your product
Start on a plan, or talk to us about the OEM model and a domain pack for your vertical.
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