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Agent · Enterprise AI Platform

Make Cohere North act across your systems

Cohere North is great at running secure enterprise AI agents over private data. Cohere's agents reason over your data, but taking governed, auditable action in systems of record needs a dedicated execution layer. Upware is the harness that closes that gap.

Governed by policy & RBAC Full audit trail Outbound-only on-prem bridge No rip-and-replace
The wall

Cohere North can decide. It can't safely do.

Cohere North is genuinely good at reasoning over private enterprise data — it reads, classifies, and decides what the right next action is. But deciding and doing are different problems. Cohere North doesn't own your systems of record, so when it's time to write back to a CRM, update an ERP, or trigger a downstream process, the common answer is to bolt on direct API access — and that trades one gap for several: brittle point-to-point glue, no governance layer, writes that can't be attributed to a policy or a person, and an agent that can take any action it can reach rather than only the ones it's authorized for. The problems compound the moment you have more than one system, more than one team, or more than one agent in the loop.

Brittle integration glue
Every system gets its own hand-built connector that breaks on the next change.
No governance
API keys and service accounts hand the agent more power than policy allows.
Unattributable actions
Writes land with no actor, no reason, and no audit trail.
Unbounded action
An open-ended agent acting directly — with no policy or verification around it — can take a wrong, irreversible action.
The harness

AI to learn. Deterministic to execute.

Upware learns the process once and encodes it as a mostly-deterministic workflow: system interactions replay exactly, and any LLM steps are wrapped in policy, verification, and audit — so execution stays governed and drift-proof.

O
Observe & Learn
Records the real workflow once, across every system it touches.
G
Generate
Builds the API, data flow, and logic automatically — no integration project.
E
Encapsulate
Wraps it as a governed AI skill over secure MCP or API.
R
Run
Executes deterministically — RBAC, audit, and scale built in.
FAQ

Common questions

Does Upware replace Cohere North, or does it work alongside it?
Upware doesn't replace Cohere North — it handles the part Cohere North isn't designed for. Cohere North continues to reason over your private data and decide what should happen. Upware sits at the execution layer: it receives that decision as a structured action call, runs it deterministically against the target system, and returns a verified result with a full audit trail. The two are complementary by design.
How does a Cohere North agent actually call an Upware action?
Upware exposes each learned process as a governed AI skill over MCP or a standard API, so Cohere North can invoke it like any other tool in its tool-calling setup. Upware recorded the workflow once — including systems with no API of their own — generated the integration, and encapsulated it behind RBAC and policy controls. From Cohere North's perspective it's a single, well-defined function call; from the enterprise's perspective every execution is attributable, auditable, and bounded by the access rules you configured.
What prevents the agent from doing something it shouldn't?
Upware enforces policy at the execution layer, not just at the prompt. Each AI skill has defined RBAC controls, so the agent can only invoke actions it's been provisioned to run — it can't reach systems or data outside that boundary regardless of what the model reasons. At runtime, system interactions replay deterministically from what Upware learned; there's no open-ended LLM call deciding how to interact with your ERP mid-execution. Every action produces an audit trail entry, so any write to a system of record is attributed to a specific agent, user, and policy rather than disappearing into a black box.

Give Cohere North a safe way to act

See how Upware turns your agent's decisions into governed, audited execution.

Request a demo