The problem
Why enterprise AI stalls after the pilot
The demo answers questions from documents. The value is in reading orders, updating records and starting processes in the systems that run the business, and that is where most programmes stop.
Reach
Pilots cannot safely touch core systems
To act in the ERP or a custom app, a bot needs credentials and broad access. Security says no, and the pilot never leaves the sandbox.
With TerrapinSystems become governed business capabilities. Agents use them without ever holding a key or seeing an endpoint.
Sprawl
Every team builds its own bot
Sales, service and finance each buy or build an assistant with its own prompts, keys and vendor. Nobody can see what runs where.
With TerrapinOne platform and many Workspaces: shared tools and knowledge, with each team's context and policy kept apart.
Control
No approvals, no audit trail
An agent sends a message or changes a record. Nobody approved it, and nobody can show afterwards how it decided.
With TerrapinApprovals bound to the exact action, and a trace of every step, policy check, tool call and cost.
Security
A prompt is not a security control
“Never show another customer's data” in a prompt can be talked around. Limits that matter have to sit outside the model.
With TerrapinIdentity, data scope and hard limits are enforced by the platform on every step, whatever the model says.