AI that takes action needs rules that hold
LuumenAI doesn’t just answer questions. It restarts jobs, updates tickets, and changes systems. Luumen makes sure it only does what your organization allows, and keeps a record of everything it does.
sudo systemctl restart payment_syncsudo systemctl restart payment_sync
Why AI in operations needs governance
Once AI can change production systems, the question isn’t what it knows. It’s what it’s allowed to do, and who answers for it.
See the controls at work
Your AI policy enforced before a change, and the record it leaves behind.
Before it runs.
LuumenAI checks the policy, finds the approved change ticket, and only then restarts the job.
- Maya Chen“Restart the stuck payment job.”
- PolicyChanges need an approved change ticket
- ServiceNowCHG0041 approved
- Restart job · sap-app-02Allowed to run
After it runs.
The approval, the action, and a denied delete all sit in the same audit log, each under a real person’s name.
- Delete ticket INC0874DeniedLuumenAI for Sam Ortiz ·
- Read incident INC0921SucceededLuumenAI for Maya Chen ·
- Approved actionSucceededMaya Chen ·
- Restart job · sap-app-02SucceededLuumenAI for Maya Chen ·
The controls behind it
Set by admins, enforced on every run, across every workspace and integration.
Tool-level permissions
Every tool is set to full access, ask for approval, or not enabled.
Blocked means invisible
Tools that aren’t enabled are never shown to LuumenAI.
Enforced AI policyEnterprise
Policies like “changes need an approved ticket” are checked before anything runs.
Human-in-the-loop approval
Actions that need sign-off wait for a person, with the exact call, evidence, and risk level in view.
User-scoped actions
LuumenAI acts as each member, with only the access that member has, never a shared account.
Audit logEnterprise
A permanent history of every action taken by people and LuumenAI.
Tool-level permissions
Every tool is set to full access, ask for approval, or not enabled.
What the audit log records
- Who acted: a person, or LuumenAI on a person’s behalf
- What was affected, with before and after values
- The outcome: succeeded, failed, denied, or cancelled
- Approval decisions and the risk level of each action
- Integration connections created, changed, or revoked
- Completed a runsap-app-02LuumenAIfor Alex Chen·
- Approved actionRestart jobACAlex Chen·
- Ran toolServiceNow changeLuumenAIfor Alex Chen·
- Started a runConversationACAlex Chen·
- Rejected actionDelete INC0874DeniedSOSam Ortiz·
- Set permissionJira toolsPSPriya Shah·
- Enabled integrationDynatracePSPriya Shah·
Who governed AI is for
The teams who answer for what happens in production, and the teams who do the work.
IT and platform leaders
Scale AI across every team
Give every team AI that can take real action, under one set of rules you control, so adoption scales without adding risk.
SAP and regulated operations
Safe AI for critical systems
Keep your change discipline intact as AI takes on more of the work, so speed never comes at the cost of stability or compliance.
Managed service providers
Better service, powered by AI
Offer AI-powered operations across your whole client base while respecting each client’s boundaries and requirements.
Engineers and operators
Less toil, more engineering
Hand repetitive operational work to AI and put your time into the problems that need your judgment.
Security and compliance
Clear oversight of AI
Controls apply before AI acts, not just after. Encryption, SSO, and role-based access are built in, and every action leaves a record ready for audits.
Put AI to work without giving up control
See how Luumen enforces your AI policy on a real workflow, from the first ask to the audit log.