Theorists

Sometimes you run into what I'd call a "Theorist".

Theorists hold companies back, in three ways.

1. They don't bridge the gap between theory and practice.
2. They alienate co-workers via hubris, thereby stopping any possible progress.
3. They don't understand "business".

Say you have a Marketing Director who "skews Theorist" and wants to leverage AI in email marketing to boost conversion rates. Seems like a good idea. She doesn't have any in-house capabilities. She likely has a Theorist in IT that talks a good game but knows little. She probably has to work with a vendor to accomplish her goals. This can be a bumpy process. The vendor could care less about "inventory position" in specific items ... thereby recommending an algorithm that personalizes the merchandise assortment for a group of customers. The assortment features popular selling items (in an effort to boost conversion rates) ... of course, those items sell out quickly and the algorithm doesn't recognize this fact so customers are inevitably disappointed and the inventory team loses faith in "AI".  The inventory team and the merchants grumble about the Marketing Director, the CFO wants to know why the Marketing Team is spending $$$ and conversion rates are only up from 3.0% to 3.1%, questioning whether that would have happened without "AI" and the "AI" vendor doesn't recommend AI/No-AI testing so you can't answer the CFO's question and the wheels come off the bus.

That's what happens when Theorists run the show.

What happens the next time the Theorist wants to do something? It's the image above, that's what happens. In other words, nothing happens.

Many of you are going to go through a significant transition over the next five years. You will be well-served by not letting the Theorist get anywhere near your transition, even though the Theorist will be the first in line to encourage the transition.