Stage 02 · where AI enters
One priority. Not ten ideas.
The AI Priority Alignment Session is the first point at which AI and digital enter the engagement — and the point at which your leadership team has to choose.
Why AI enters here and not earlier
An idea is only worth having once someone owns the outcome
The Company Performance Health Scan™ deliberately stops at diagnosis. Handing out AI suggestions on the back of a questionnaire produces the exact failure this firm exists to prevent — a list of plausible ideas with no owner, no baseline and no path into the operating workflow.
In this session the ideas arrive attached to the thing that makes them real: a leadership team in a room, looking at their own results, deciding which single issue they will commit to and who will be accountable for it.
Every quick win put in front of you earns its place the same way: your scan surfaced the lever it serves, and there is evidence from companies in a comparable position that it works.
What happens in the room
Six moves, in this order
- 01
Where the team agrees
The findings that came back consistently across the leadership team. These are the easy part — and usually the least interesting.
- 02
Where the team materially diverges
The gaps between what individual executives privately reported. This is normally the most valuable half-hour of the session, and it is only possible because the scan was anonymous.
- 03
Which issue carries the most value at stake
Sizing the candidates honestly — including the ones nobody can size yet, which is itself a finding.
- 04
Which AI or digital interventions actually fit
Quick wins matched to your own scan result, drawn from the initiative catalogue. Each one tested against the three gates before it is allowed onto the ranking.
- 05
What we deliberately will not pursue yet
Naming the deferred list matters as much as naming the priority. Unspoken candidates come back as shadow projects.
- 06
The commitment
One priority, with an owner, a KPI and a scope — signed off as the AI Priority Charter.
How candidates are filtered
Three gates, then the ranking
Executive importance
Is the business outcome important enough for executive attention?
If no executive would clear their calendar for the result, it is not the priority — however interesting the technology.
Material AI advantage
Does AI beat process improvement, analytics, BI or conventional automation here?
This is the gate that lets us tell you not to build it. If a rules engine, a cleaner process or a better report would do the job, we say so.
Deployable and measurable
Can the solution be responsibly deployed — and its effect actually measured?
Data access, process stability, an accountable owner, a baseline to measure against, and controls proportionate to the risk.
Realizable
value=
Potential impact
P(successful delivery)
P(adoption)
Cost and risk
The output
The AI Priority Charter — one page, explicitly agreed
Fourteen fields. If the owner, the KPI or the workflow is missing, the idea does not progress — not as a compromise, as a rule. Most AI programmes that stall can be traced back to a charter that was never written.
- 01
Business problem
Stated in performance terms, not technology terms
- 02
Value at stake
What the outcome is worth if it works
- 03
Current baseline
The number as it stands today — measured, not estimated
- 04
Target business result
What the number needs to become, and by when
- 05
Selected user or team
Whose day-to-day work changes
- 06
Decision or workflow to change
The specific point of intervention
- 07
Initial AI intervention hypothesis
Which capability class, and why it beats the alternatives
- 08
Executive sponsor
The person who clears the path
- 09
Business owner
The person accountable for the KPI moving
- 10
Technology and data owner
Named — never assumed
- 11
Risk boundaries
What the system may not do, and where a human must decide
- 12
Initial deployment scope
Explicitly including what is excluded
- 13
Time-to-value target
When evidence is expected
- 14
Go / no-go criteria
Agreed before the build, so the decision is not retrofitted
Who should be in the room
Executive-sponsored — which is not the same as board-led
The economic buyer
- CEO or company owner
- COO
- CFO
- Business-unit president or managing director
- The functional executive who owns a major P&L or operating outcome
Essential co-owners — never bypassed
- CIO / CTO
- CDAO or the data function
- Information security
- The team whose workflow would actually change
Routing an AI decision around the technology function is the fastest way to produce something that cannot be deployed. They are in the room from the start.
Decide once, properly
The session ends with a signed charter. What that charter describes then gets designed in full at the Strategic AI Use-Case Workshop.