Services · Diagnose

Find where AI actually pays off — before you spend.

Most AI budgets get spread across pilots that never touch a P&L. We map your workflows, score every AI opportunity by ROI, and hand you a prioritized implementation plan — use-case-level ROI estimates, not vendor decks.

2–4 wk
Typical engagement
Per use case
ROI estimated
Fixed scope
No open-ended billing
The problem

AI budgets get spent.
Returns rarely get measured.

Most companies are past the experimentation phase and still can't answer the basic question: which AI investments will actually move a P&L? Pilots multiply, vendors pitch, and budget gets allocated on enthusiasm instead of evidence. Twelve months later, nobody can say what worked.

A diagnostic fixes the sequencing problem. Before you commit budget to building anything, you find out which workflows carry real ROI, which need better data first, and which aren't worth automating at all. Then you invest in that order.

What you get

A ranked plan, not a pile of ideas.

Everything is scored, sequenced, and assigned. You leave with a plan your CFO can pressure-test and your teams can execute.

01

Workflow opportunity map with ROI per use case

We sit with your teams, map how work actually flows, and score every AI opportunity on impact, effort, and risk. Each use case gets its own ROI estimate built from your numbers — hours, volumes, error rates — not industry benchmarks borrowed from a vendor deck.

Scope a diagnostic →
  • Workflow-by-workflow opportunity map
  • ROI estimate per use case
  • Prioritized investment sequence
  • Implementation plan with owners and timelines
  • Build, buy, or wait call per use case
  • Executive readout
02

Build, buy, or wait — called per use case

Not everything deserves a build. For each opportunity we make the call: build it now, buy an existing tool, or wait until the data or the models are ready. You avoid the expensive mistake of building what you should have bought — or automating a workflow that wasn't worth it.

03

Executive readout

A working session with your leadership team, not a deck dropped in an inbox. We walk through the priorities, the numbers behind them, and the sequence — and take the hard questions in the room, so the plan survives contact with your CFO.

Who it's for

Built for the people who own the budget.

CEOs and CFOs planning AI budgets
You need to allocate real money next quarter and want the ranking done on evidence, not vendor enthusiasm.
CMOs justifying spend
You've bought tools and run pilots. Now the board wants to know what returned. The ROI model gives you the answer.
Transformation leads inheriting scattered pilots
Ten disconnected experiments, no shared scoring. The diagnostic turns the sprawl into one sequenced plan.
Leadership teams before a big build
You're about to commit to an automation or platform investment. Weeks of diagnosis are cheaper than months of the wrong build.
Related services

Where teams usually go next.

Agentic workflow automation
When the plan says build: agents that execute recurring processes in production, wired into your systems.
View service →
Architecture & SDLC assessment
Find out whether your codebase and engineering team are ready for the agent era — before the roadmap depends on it.
View service →
Citizen SDLC
A governed path that turns employee-built AI prototypes into approved production applications.
View service →

Know what pays off before you spend.

Two to four weeks, fixed scope, and a plan ranked by ROI. Book a scoping call and we'll tell you straight whether a diagnostic fits.