Theater
- A four-part webinar series nobody watches.
- A Slack channel with links to articles.
- A Friday afternoon lunch-and-learn where people eat the pizza and check their phones.
- Activity-as-deliverable. Check the box. Move to the next slide.
Slide 01
The system produced the outcome the system was designed to produce. Your executives built the scorecard that measured activity, then acted surprised when activity was all they got.
Slide 02
People trained. Workshops delivered. Teams in pilots. Tools procured. Lunch-and-learns scheduled. Slack channels created for "AI exploration." Every one of them an activity metric.
Not a single slide showed a process that runs faster, a cost that dropped, or a customer who noticed. The executive sponsor nodded along. The CFO was on her phone.
She was reporting exactly what she was asked to report. "People trained" was a KPI because someone in the C-suite put it there. The executives built the scorecard that measured activity, then acted surprised when activity was all they got.
The system produced the outcome the system was designed to produce.
If your KPIs measure activity, you will get activity. Not outcomes. Activity.
Slide 03
Slide 04
Six people, fully loaded. Dedicated to running the AI transformation program for eighteen months.
Workshops and assessments. Maturity models. Readiness scores. None of which told you whether anyone changed how they build software.
Eight hundred engineers. The outcome: utilization went from 8% to 23%. A quarter of your engineers opened the tool. That is a procurement metric, not a business metric.
They spent north of two million dollars to get a quarter of their engineers to open the tool. Not to change how they build software. Not to reduce time-to-market. Not to shift a single business outcome. To get people to log in more often.
The CFO noticed. The CFO always notices eventually.
Slide 05
Forty-person engineering shop. Annual seat cost. Procurement approved it because someone said "AI strategy."
Workshops. Enablement sessions. The deliverable was attendance, not capability change.
That is a procurement metric. What did the $55,000 buy in features shipped, defects reduced, or cycle time compressed? If you cannot answer that, you cannot justify the renewal.
Slide 06
Answer in terms that cross functional boundaries. Not just engineering metrics. Outcomes a CFO can attach a dollar figure to. Outcomes a COO can map to the P&L.
Once you have the end state defined, you work backward. The activities might still happen. But they happen in service of a defined outcome.
What is different about how this organization operates in six months? Not what activities will happen. What changes.
What has to be true for that outcome to happen? What has to change? Who has to approve it? What happens if they say no?
You do not train two hundred people because training is the goal. You train the twelve people on the payments team because they need specific skills to hit a specific outcome you committed to.
Slide 07
Time from commit to production, measured every sprint. Engineering outcome. You can point to it and say "we did this" or "we did not."
Three manual reconciliation steps automated. Finance ops outcome. The CFO can attach a dollar figure to those nine days.
Intake workflow no longer routes through four departments sequentially. Operations outcome. Every customer notices.
The rules engine that took nine months to update can now be modified and tested in two weeks. Insurance ops outcome. Measurable from day one.
Slide 08
What has to be true for the payments team to hit two-week cycle time? What has to change in the finance close process for three steps to be automated?
Who owns the customer onboarding workflow? What approval do they need to redesign it? What happens if the compliance team says no?
You do not train two hundred people because training two hundred people is the goal. You train the twelve people on the payments team because they need specific skills to hit a specific outcome.
Slide 09
Slide 10
"We are going to train five hundred people. Run a hackathon. Deploy Copilot to all engineers." Not because those activities are bad. Because nobody has decided what success looks like, so nobody can tell whether the activities are the right ones.
What stands in the way? What has to change? Who has to approve it? What happens if they say no? Who has air cover to own this, and who gave it to them?
You cannot ask them until you know where you are going. You cannot know where you are going until someone commits to a specific outcome.
Slide 11
If that number doubled tomorrow, would anything about how your organization operates actually change? Would your CFO point to a line item on the P&L that moved?
Would your COO see a process that runs differently? Would a single customer notice? If the answer is no, you are measuring comfort.
Every quarter of activity-only metrics is another quarter of budget spent without outcomes. The compounding cost is not just dollars. It is credibility.
Slide 12
If you cannot answer that question, your transformation is not transforming anything. It is spending money and producing dashboards. Your CFO already suspects this. Your board will figure it out next quarter.
Name three outcomes. Commit to them publicly. Give your transformation lead the air cover to own them. Fix the blockers when they surface, not the person who surfaced them. That is the entire playbook.