Use Cases

Situations where seeing the real operating model changes the outcome

The common thread: what looks like a technology problem is almost always an understanding problem.

01
AI Readiness

Your AI initiative works in the demo and stalls in production

The Situation

The pilot impressed everyone. Six months later, adoption is flat, the exceptions keep piling up, and the team is debating models, vendors, and prompts. The board is asking what happened to the AI strategy.

What's at Stake

AI automates whichever description of the process it's given. When departments quietly disagree about how the process works, the AI faithfully encodes one version — and everyone else experiences it as broken. Budget and organizational confidence burn while the actual blocker stays invisible, because it isn't in the technology at all.

The Value

A map of the process as it actually runs — every variant, exception, and unofficial workaround — with a clear line between what's ready to automate today and what needs alignment first. Stalled initiatives tend to restart quickly once the organization agrees on what it's automating.

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02
Transformation

The transformation program keeps underdelivering

The Situation

It's year two or three. The milestones are green, the steering committee meets on schedule, and consultants have delivered frameworks. Yet the outcomes the program promised still aren't being felt in the business, and nobody can point to exactly why.

What's at Stake

Transformation programs get built on the official version of how the company works — the org chart, the documented processes, the SOPs. Meanwhile, the actual work flows through unofficial channels, workarounds, and relationships that never made it into any document. The program transforms the company on paper while the real one carries on underneath it.

The Value

A model of the company as it actually runs, showing precisely where the program is fighting the organization instead of changing it — and an executive brief reducing the way forward to the handful of decisions that actually matter.

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03
Alignment

Every department gives you a different account of the same operation

The Situation

You ask a simple question — how does an order, a claim, a customer actually move through this company? — and get five confident, incompatible answers. Cross-team decisions loop. The same disagreements get relitigated in meeting after meeting.

What's at Stake

Everyone is right from their own seat and wrong globally — and the mismatches have real costs. Approvals exist for systems retired years ago. Two teams own the same decision; nobody owns the one that matters. Handoffs stall because each side believes the other has already started. These costs recur every quarter, invisibly.

The Value

One shared model that everyone can point at, with the contradictions surfaced explicitly and priced. Meetings shrink, decisions stick, and the recurring arguments end — because the question "how does this actually work?" finally has an answer everyone has agreed to.

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04
Before You Commit

You're about to commit to a major platform, build, or migration

The Situation

The vendor proposal is in front of you. The internal team has a plan. The contract is close to being signed, and it looks reasonable to everyone who's reviewed it.

What's at Stake

Whatever gets built will encode the version of your business that made it into the requirements document — usually the idealized version, gathered in a handful of meetings from whoever showed up. The gap between that version and how the business actually runs surfaces later, as change orders, workarounds, and a system people quietly route around.

The Value

The real operating model, mapped before the contract is signed — so the requirements reflect the business you have. Build, buy, or integrate follows naturally from an accurate picture, with reasoning you can take into a board conversation.

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05
New Leadership

You've just inherited an organization

The Situation

You're the new CEO, COO, or CTO — or the operating partner who just closed the deal. The org chart and the first round of briefings tell you the official story. You know from experience the real one is different, and finding it usually takes a year of surprises.

What's at Stake

Your earliest decisions set the trajectory, and they get made on inherited assumptions: where value is created, who actually holds the institutional knowledge, which processes work despite the official design rather than because of it. Discovering those things one incident at a time is the expensive way.

The Value

An accurate map of the organization: where the work really happens, where decisions really live, who the load-bearing people are, and what to leave alone. You start acting on the company you actually acquired, not the one in the deck.

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