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Use cases

Find your way in.
Three situations. One control plane.

LumenFlow governs AI agent work wherever policy, approvals, and evidence are part of the job. Pick the one closest to what you’re doing.

Govern

Regulated enterprise:
govern agents across the organisation

External agents, SDK-connected runtimes, and internal tools all report to the same policy layer. Approval routing, evidence export, and fleet visibility from one control plane.

  • Policy enforcement and approval routing across every connected agent
  • Evidence and attestation exports that support your compliance and audit readiness
Run

AI engineering:
control AI-driven software delivery

Scope gates, co-change rules, and release approvals keep AI-written changes safe to ship, with every decision captured from commit to production.

  • Release gates and rollback approvals before code reaches production
  • A record of every gate decision, approver, and rollback — exportable for review
Prove

Private compute:
operate AI inside infrastructure you control

Bring your own model-provider key, connect your own machines, or run on dedicated infrastructure — the same policy, evidence, and audit trail wherever the compute runs.

  • Bring your own key or connect your own hardware as a governed node
  • The same evidence chain whether a run happens in the cloud or on your machine
Anonymous Sidekick playground

Try six concrete scenarios on the hosted sandbox.

Every playground run is a real anonymous Sidekick session in LumenFlow’s hosted sandbox, with sandbox-only sample data. Ask for work, watch the approvals and receipts appear live, and keep the whole thing connector-free.

EngineeringB2B

Incident Triage

Checkout is failing for a third of users. Coordinate the fix.

An incident is live and Sidekick has to read the situation, plan the next steps, ask for approval on a rollback, send the update, and leave proof of every choice.

Hosted sandbox · demo connectors · no external writes
ReleaseB2B

Release Shipping

A release is ready, but staging caught a problem. Should it ship?

Sidekick reads the release state, runs the gates, asks the release captain to sign off on the rollback posture, sends the update, and files the record — so the team knows whether to ship and why.

Hosted sandbox · demo connectors · no external writes
CustomerEnterprise

Customer Escalation

An overnight report failed. The customer wants an answer in 20 minutes.

An enterprise customer escalated, the proposed credit crosses your sign-off limit, and the reply is due now. Sidekick drafts the response, routes the credit for approval, sends the update, and files the record.

Hosted sandbox · demo connectors · no external writes
ServicesB2B

Restaurant Host Desk

A regular just walked in early. Service is tight. Make it work.

Service is busy, a VIP regular needs a table now, and the only way to seat them on time means a comp the host can't approve alone. Sidekick proposes the move, asks the manager, sends the guest messages, and logs the shift.

Hosted sandbox · demo connectors · no external writes
ServicesB2B

Hotel Guest Ops

Five guest requests, two of them need a fee waiver. Handle them.

A hotel has a queue of guest requests — early check-in, late checkout, a fee waiver, a dietary note. Sidekick handles the easy ones, asks an operator before waiving fees, and sends the guest the right reply.

Hosted sandbox · demo connectors · no external writes
EnterpriseEnterprise

Portfolio Ops

An issue is hitting six properties at once. One decision. One message.

A regional issue is unfolding across multiple properties. Sidekick combines the picture, proposes a single response, asks the regional lead to approve it, and sends every property the same playbook.

Hosted sandbox · demo connectors · no external writes

Ready to govern your AI work?

Start free with one workspace. Define your policy boundary and see governance in action.