The context layer your AI has been missing.
Agents are brilliant at tasks and blind to your organisation. TeamForm gives every assistant and agent a live, governed picture of who does what, where (over MCP), so they answer, route and act on the truth, not a stale export.
Grounded, not guessing
Agents read the live model (teams, roles, allocations, ownership, cost) instead of a stale export or a hallucinated org chart.
Agents as first-class citizens
Register an agent like a teammate: owned by a team, charged to a budget, serving a goal, scoped and audited on every call.
Governed by default
Every question and action runs through scope, RBAC and audit: the same guardrails that protect the model itself.
Your whole org, answerable in plain language.
Everyone gets the same trusted answers about the workforce and teams without pinging five people or digging through a wiki.
Ask a question. Get a dashboard.
The same live model that answers in chat can draw the picture. Ask in plain language and TeamForm generates an interactive dashboard on the fly: visualisations, filters, highlighted trends and recommended actions, with no SQL and no reporting backlog.
Contextual to your organisation, not generic. It generates the query behind the answer, grounded in your structure, roles and skills; it never invents the numbers.



One model, every agent. Over MCP.
TeamForm ships a hosted MCP server: business-named operations behind one tenant URL. Point your agents at it and they resolve ownership, escalation, capacity and cost from the same live model your people use, with scope, RBAC and audit on every call. And each agent shows up in TeamForm as a first-class citizen.
Triages flagged KYC cases before they reach a human reviewer.
Register an agent like a teammate: owned by a team, charged to a budget, serving a goal. Accountable, and auditable, like anyone else.
Give your agents the org, as it really is.
One live model your people and your AI both read from.