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Agent · Enterprise AI Platform

Make Writer act across your systems

Writer is great at building enterprise AI apps and agents grounded in company data. Writer's agents generate and reason well, but executing governed actions across operational systems needs an execution and policy layer beneath them. Upware is the harness that closes that gap.

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

Writer can decide. It can't safely do.

Writer excels at understanding context, generating content, and deciding what action should follow — but the moment that decision needs to touch an operational system, Writer hands it off to whatever integration you've bolted on. Direct API access sounds simple until you're debugging brittle glue code, tracing an unattributable write back through three systems, or explaining to your CISO why an agent had unchecked permission to act on live data. That's the gap Upware closes.

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.
Across your stack

Systems Writer can act in with Upware

Salesforce
Connect Writer to Salesforce, safely.
Workday
Connect Writer to Workday, safely.
Snowflake
Connect Writer to Snowflake, safely.
Microsoft 365
Connect Writer to Microsoft 365, safely.
All systems
Browse every system Upware connects.
FAQ

Common questions

Does Upware replace Writer, or does it work alongside it?
Upware is not an AI platform — it's the governed execution layer beneath one. Writer continues to handle reasoning, generation, and decision-making. Upware sits between Writer's agents and your operational systems, taking the actions those agents call for in a controlled, auditable way. They do different jobs, and both are needed.
How does a Writer agent actually call an action through Upware?
Upware exposes the actions it has learned as AI Skills over MCP or a standard API, so Writer agents can invoke them the same way they'd call any tool. On the other side, Upware's on-prem bridge replays the interaction with the target system deterministically — no live LLM reasoning touching your operational data at runtime. The call looks simple to Writer; the execution is fully governed on Upware's side.
What actually prevents a Writer agent from doing something it shouldn't?
Each action Upware encapsulates is scoped, RBAC-controlled, and subject to policy checks before it runs. Upware uses AI at the learning stage to capture and encode a workflow, but execution at runtime is deterministic — the system interaction replays exactly as recorded, within the boundaries you define. Every action produces a full audit trail, so there's always a clear record of what ran, who authorized it, and what changed.

Give Writer a safe way to act

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

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