Digital Transformation for Leaders, Step 3: Evaluation and the Transformation Reality Map

You watched the 8th of September episode. Air Canada, a chatbot, a tribunal, and $812.02 in damages. It’s easy to read the situation as a chatbot mistake. It wasn’t.

In February 2024, a passenger asked Air Canada’s chatbot about bereavement fares after his grandmother died. The chatbot provided him information that didn’t match the airline’s actual policy. When he later filed for the discount he’d been promised, Air Canada refused, then argued in tribunal that the chatbot was a separate legal entity responsible for its answers. The tribunal rejected that outright and held Air Canada liable. The chatbot didn’t cause the problem. It exposed one that already existed: nobody inside the organization had a clear answer to which policy was the actual source of truth, or who owned the answer once technology delivered it to a customer.

The test that takes ten minutes

The video calls this “the illusion of clarity.” Every function has its own dashboards, and nobody’s lying; they just each see a different slice. Sales sees demand. Operations sees a team struggling to keep up with it. Finance sees a stable margin. None of these are wrong. None of them are the whole picture either.

Here’s the test, and it costs you ten minutes with three people. Ask your CFO, your head of operations, and your head of customer support the same question, separately, without letting them compare notes first: how well are we actually delivering to our most important customer right now? If you get three different answers, that’s not a dashboard problem. That’s a leadership problem, because three different answers mean three different definitions of what “delivering” even means.

The five lenses, as a checklist

Instead of a two-hundred-question maturity model, the video argues for five lenses, and these lenses are the structure behind the Transformation Reality Map.

1. Customer reality: what customers actually experience, where they wait, complain, or lose trust.
2. Process reality: how work really happens, not how it’s documented, where handovers break down.
3. Data reality: which data can actually be trusted, and where the same number means something different depending on who you ask.
4. Technology reality: which systems genuinely support the business, and which ones quietly create friction or limit what’s possible.
5. Operating model reality: who actually owns outcomes, and who has the authority to resolve conflicts when priorities collide.

Run all five against your organization and you get a ranked list of where the real gaps sit, ordered by business impact, not by whoever complained loudest in the last leadership meeting. One line from the video worth keeping close if AI is part of your roadmap: AI doesn’t show you reality; it amplifies whatever reality already exists. Fragmented data leads to fragmented decisions, just faster.

Phase one, closed

This is the third and last step of Recognize Potential. Three steps, three tools you can run this week: the Digital Expectations Assessment, the Technology-to-Capability Map, and the Transformation Reality Map. Together they answer one question: what’s actually happening in your organization, not what the quarterly review says.

Phase two starts the 15th of September, and it moves from understanding the organization to choosing a direction: strategy, business model, and how services get redesigned around it. If you’ve run all three tools honestly and want a second opinion before you commit to a direction, that’s exactly the kind of conversation I have with clients before a strategy gets locked in. Let’s talk before you commit.

You can follow the rest of the series at the series hub.