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If your AI pilot is stuck in security review, governance came too late.

This month, large tech vendors launched new platforms to build, run and govern AI agents. The signal is clear: control over agents is now where you start, not an extra you add later.

Yet many teams still build the pilot first and add controls once it works. Then security, compliance and audit ask what the agent did, why it did it and who approved it. Nobody can answer from the record, so trust stalls and the pilot stays a pilot.

We take the opposite view. Build the controls in from day one:

1. A log of every action the agent takes
2. Versioned deployments, so you know which version did what
3. Workflow approvals where a person has to sign off
4. Segregation of duties, so no single role does it all
5. A plain-English record of each decision
6. Exceptions sent to a named owner, never quietly skipped

That is how every agent we run works on CIP, our open-source control plane. When those six things exist before the first run, the review becomes a check, not a rebuild.

When your risk team looks at an AI agent, which of these controls do they ask for first?

#AIGovernance #OperationsLeadership

If claims or invoice backlogs grow every month, count the hand-offs first.

Most backlogs aren't caused by slow decisions. They build in the gaps between your existing tech stacks, where a person copies a case from one system into the next. That human middleware grows with every new case. Double the claims, and you double the re-keying.

Here's how to find your three biggest wait points this week:

1. Pick one process: claims, onboarding or invoices. Pull 10 recent cases.
2. List every stage each case went through: intake, validation, workflow approvals, and write-back to the system where it belongs.
3. Mark each time the case moved from one system to another, or from one person to another. That's a hand-off.
4. Note how long the case sat at each hand-off before someone picked it up. Your reporting may show this. If not, use email and ticket timestamps.
5. Rank the waits. The top three are where your backlog lives.

You'll often find the decision itself takes minutes, while the waiting around it takes days.

Start with one of those three hand-offs, not the whole process. Fix where the work waits, and the same team can take on more cases.

Pull 10 cases from one queue this week and count the hand-offs. Which wait point surprised you most?

#OperationsManagement #ProcessImprovement