Stop Hiding in AI Pilot Purgatory

You’re Not Stuck in AI Pilot Purgatory. You’re Hiding In It.

A pilot is not a commitment, and that is the whole problem.

You haven’t been stuck in pilot purgatory. You have been hiding in it.

I want to say that as plainly as I can. The pilots are not the problem. Most of them actually work. They produce a result, a deck, a happy quote from somebody on the team. And then they end, and nothing changes, and a few months later somebody starts scoping a new pilot. The loop has been running for two years in some companies. It is going to run for two more if nobody names what is actually happening.

What is actually happening is this: a pilot is reversible. You can run a pilot, get a result, and walk away with no cost to your reputation, no money committed past the original scope, no team forced to change how it works, and no number you have to move. A pilot is safe.

A commitment is not safe. A commitment has a person’s name on it. A commitment has a budget that is gone if you are wrong. A commitment has a deadline and a number that has to move. Most importantly, a commitment forces somebody to say, in writing, “I am betting on this.” That means somebody might be wrong. And it might be visible. That risk is what nobody wants on the table.

So instead of committing, we scope the next pilot. The next pilot is always a way to not have to decide yet. And when the underlying technology is changing every week, “let’s wait and see” sounds like wisdom. It is not wisdom. It is hiding.

I want to be careful here. The people running these pilots are usually doing the work right. They have actually moved on AI personally. They use it daily, they are good at it, and they are trying to bring their organizations along. They are not the problem. They are doing what their organization will allow them to do. The problem is structural. The problem is that nobody above them, beside them, or below them is willing to step up and own what comes after the pilot.

That is the actual definition of pilot purgatory. Not “the pilots don’t scale.” It is “no one will take the pilot and turn it into a commitment they would be willing to defend.” Different problem entirely. And it has nothing to do with the technology.

Why this is worse right now than it has ever been

The fear of being wrong is rational. Models are changing constantly. Vendors are launching every week. You can name three AI tools today that did not exist eighteen months ago and that you are now using daily.

In that environment, the rational person waits. The rational person runs another pilot. The rational person says, “We should evaluate the new tool before we commit.” All those moves feel responsible.

They are not. They are the reason your organization keeps making the same loop. The technology will keep changing. If you wait until the change stops, you will never commit to anything. You will scope pilots until the budget runs out or somebody else gets the job.

This is also where I will say what I always say, and then I will keep saying it. The way out of this is the frameworks.

A framework is what gives you something to commit to when the tools are not stable. The 5P Framework by Trust Insights™ is the one I use: Purpose, People, Process, Platform, Performance, in that order. The reason the order matters is exactly this conversation. If you commit to a Platform, you are committing to a thing that might be obsolete in six months, and you are right to be nervous. If you commit to a Purpose, the tool becomes interchangeable. A defined outcome with the right People and Process behind it does not depend on the model release calendar.

Without the framework, every commitment feels like guessing. With it, commitment becomes a position you can stand behind. That is the difference between a program and another pilot.

Your Next Move

This week. Not next quarter.

Pick the workflow you have already piloted that worked best. Write a one-page commitment memo. Five lines is enough.

What we are doing. The specific outcome we are betting it will produce. Who owns it. What business number it has to move and by when. What happens if it does not.

Take that memo to the person who can sign it. If they sign it, you have left pilot purgatory. You are in production. You’re welcome.

If they will not sign it, then you do not have a pilot problem. You have a commitment problem. And the most useful thing you can do, the bravest thing actually, is to stop running pilots until that is resolved. Either the organization will sign the memo or the organization will say in writing that it is not ready to do this for real. Both of those answers are forward motion. Running another pilot is not.

I will keep saying this until people hear me. The pilot is not the work. The commitment is the work. The pilots have been working. The question is whether anybody in your organization is willing to step out from behind them.

Pick the workflow. Write the memo. Find out where your organization actually is.

Are you struggling with commitment? Reply to this email or join the conversation in our Free Slack community, Analytics for Marketers!

– Katie Robbert, CEO

Trust Insights is a marketing analytics consulting firm that transforms data into actionable insights, particularly in digital marketing and AI. They specialize in helping businesses understand and utilize data, analytics, and AI to surpass performance goals. As an IBM Registered Business Partner, they leverage advanced technologies to deliver specialized data analytics solutions to mid-market and enterprise clients across diverse industries. Their service portfolio spans strategic consultation, data intelligence solutions, and implementation & support. Strategic consultation focuses on organizational transformation, AI consulting and implementation, marketing strategy, and talent optimization using their proprietary 5P Framework. Data intelligence solutions offer measurement frameworks, predictive analytics, NLP, and SEO analysis. Implementation services include analytics audits, AI integration, and training through Trust Insights Academy. Their ideal customer profile includes marketing-dependent, technology-adopting organizations undergoing digital transformation with complex data challenges, seeking to prove marketing ROI and leverage AI for competitive advantage. Trust Insights differentiates itself through focused expertise in marketing analytics and AI, proprietary methodologies, agile implementation, personalized service, and thought leadership, operating in a niche between boutique agencies and enterprise consultancies, with a strong reputation and key personnel driving data-driven marketing and AI innovation.