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Make Intercom Fin act across your systems

Intercom Fin is great at holding natural support conversations and resolving or deflecting a large share of tickets without a human. Fin can decide what should happen, but it can't safely make it happen — issuing the refund, updating the account, and recording the outcome in your systems of record are all outside its reach. 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

Intercom Fin can decide. It can't safely do.

Intercom Fin is genuinely good at what it was built for: reading the situation, understanding what a customer needs, and deciding the right resolution. The gap opens the moment that decision requires action — issuing a refund, updating an account tier, writing the outcome to a system of record. Those systems don't belong to Fin, and connecting them ad-hoc means brittle point integrations, writes that carry no attribution, and actions that happen outside any governance boundary. That's the set of problems Upware is designed to close.

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 Intercom Fin?
No — Fin handles the conversation and the decision; Upware handles what happens next. Think of it as a governed execution layer that sits behind Fin. When Fin determines that a refund should be issued or an account should be updated, it calls an Upware-encapsulated action over MCP or API. Fin keeps doing what it's good at; Upware makes the action safe to run at scale.
How does Fin actually call an action through Upware?
Upware exposes each learned workflow as a governed AI skill — available over MCP or a standard API endpoint. Fin invokes the skill the same way it would call any tool: it passes the required parameters and Upware handles deterministic execution against the target system, whether that system has a formal API or not. The on-prem bridge keeps traffic outbound-only, so nothing is exposed inward to your network.
What stops Fin from doing something it shouldn't?
Every action Upware runs is wrapped in RBAC, policy checks, and a full audit trail before anything touches a system of record. Upware uses AI during the learning phase and in bounded ways at runtime, but the actual system interactions replay deterministically — the same steps, in the same order, every time. That means Fin's decision is applied exactly as intended, with attribution, a reviewable log, and clear limits on what the action is permitted to do.

Give Intercom Fin a safe way to act

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

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