What if the process you’re about to automate shouldn’t exist at all?

In this solo episode of AI4Sales Edge, Jelena Pepic shares four questions leaders can use before redesigning work around AI:

What problem was this designed to solve?
Does that problem still exist?
What is possible now that wasn’t possible when we built this?
If we were designing the business today, would we build it this way?

The episode explores why AI transformation should not start with “Where can we use AI?” but with a more important question:

What no longer makes sense because AI exists?

Because the real opportunity is not simply to make old processes faster. It is to rethink how the business should work now.

What happens when AI can do part of someone’s job?

Cutting the role is one option. But it is not the only one.

In this episode, Jelena look at the question from two sides.

IKEA shows how leadership can look beyond the task AI replaces and find another use for the knowledge already inside the company.

Dorothy Vaughan’s story shows what happens from the employee side: she saw technology changing her work and made herself relevant to what came next.

Because a task, a job and the knowledge inside a person are not the same thing.

So the bigger question is:

When AI changes the work, where can that value go next?

And one question to take with you:

If AI removed 30% of the work in your team tomorrow, what would you do with the people and knowledge left behind?

Season 1 of AI4Sales Edge closes with one clear message: AI does not fix revenue. It exposes where the business is already losing it.

In this solo finale, Jelena Pepic looks back at what Season 1 revealed about the authority layer underneath revenue — who owns the call, who has the right to act, and what happens when decisions stay unresolved.

Across the season, four patterns kept repeating: revenue has no clear owner, activity is still confused with progress, AI exposed leadership gaps, and optimisation was mistaken for transformation.

Together, those patterns showed why revenue starts leaking long before the quarter is missed. The issue is rarely effort alone. It is decision ownership, authority, evidence, and whether the organisation is actually designed to decide.

Season 1 showed the patterns and the authority layer needed to stabilise revenue.

Season 2 begins in October 2026 and goes deeper into the logic underneath those patterns: how AI is forcing leaders to rethink revenue, value creation, and new sources of growth.

Real stories. Real results. No fluff.