Operations

Running an AI program office

How to triage 70 ideas down to 6 funded projects in 8 weeks, without crushing the people who proposed them.

Mindlytic AI Team · Managing Director·2025-10-20·3 MIN READ·265 WORDS
OPSPMOPORTFOLIO

You will receive 70 AI ideas this quarter. You will fund 6. The triage process between those numbers is what separates organizations that ship from organizations that talk.

The 8-week funnel

  1. Weeks 1–2: Intake. A standard one-page intake form. Problem, owner, expected impact, rough scope. No solutions yet.
  2. Weeks 3–4: Triage. Three-person panel scores each idea on impact, feasibility, and strategic fit. Cuts to ~20.
  3. Weeks 5–6: Discovery sprints. 2-week scoping sprint per surviving idea. Output: a shaped proposal with effort, ROI estimate, and risks. Cuts to ~10.
  4. Weeks 7–8: Investment committee. Funded vs. parked vs. killed. ~6 funded; the rest get clear feedback.

How to score

Three numbers, each 1–5: impact, feasibility, strategic fit. Multiply them. Sort. The top of the list is not always obvious; the bottom of the list almost always is.

How to say no without crushing people

  • Say no quickly. The cost of a slow no is higher than the cost of a fast no.
  • Say no with reasons. Generic rejections feel arbitrary; specific reasons feel fair.
  • Say no with a path. "Not now, but if you can demonstrate X, we'll revisit in Q3." gives people something to do.

The portfolio shape

Of your 6 funded projects, target: 3 high-confidence operational improvements, 2 medium-confidence revenue plays, 1 high-uncertainty capability bet. This shape protects the program from a few inevitable failures while still creating optionality.

The one thing every AI PMO needs

A single dashboard that shows: funded projects, milestone status, in-production count, ROI realized to date. The dashboard is what the CEO will ask for. Build it before they ask.

M
AUTHOR
Mindlytic AI Team
Managing Director

Authored by the Mindlytic AI engineering practice — a senior-only team shipping production AI systems for clients across hospitality, fintech, insurance, healthcare, legal, and MSP.

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