Day 02 Roadmapping

Building AI Product Roadmaps

AI roadmaps require different frameworks than traditional product roadmaps. Data readiness, model iteration cycles, and the stakeholder conversations that set realistic expectations.

~1 hour Intermediate Hands-on Precision AI Academy

Today's Objective

AI roadmaps require different frameworks than traditional product roadmaps. Data readiness, model iteration cycles, and the stakeholder conversations that set realistic expectations.

01

Status Reports Without the Slog

Status reports are the most common PM deliverable and the most tedious to write. AI can take your raw notes — completed tasks, blockers, upcoming work — and format them into professional status reports in any style your organization uses.

02

The Status Report Prompt Template

Prompt — Weekly status report
Write a professional weekly project status report for the following project.

Project: [Name]
Week of: [Date]
Reporting period: [Start] to [End]

Completed this week:
[bullet list of raw accomplishments]

In progress:
[bullet list with owners and % complete]

Upcoming next week:
[bullet list]

Blockers / Issues:
[bullet list with severity]

Budget status: [On track / Over / Under by X%]
Schedule status: [On track / Ahead / Behind by X days]

Format: Executive summary (2 sentences) + 4 sections + recommendations.
Tone: Professional, direct, no jargon. Flag risks clearly.
03

Executive Summaries for Steering Committees

Prompt — Executive summary
Take this detailed project status report and write a 3-paragraph executive summary for a steering committee.

[paste status report]

Guidelines:
- Paragraph 1: Where we are and key accomplishments
- Paragraph 2: Key risks and issues, with recommended decisions needed
- Paragraph 3: Next 2 weeks and what success looks like
- Use plain language — no acronyms without definition
- Flag any decisions the committee needs to make as [DECISION REQUIRED]
ℹ️
Different audiences need different formats. The sponsor needs a 2-paragraph summary. The team needs the detail. AI makes it easy to produce both from the same raw notes.
04

Stakeholder Communication Templates

Prompt — Stakeholder update email
Write a project update email for the following stakeholder.

Stakeholder: [Name, Role]
Their priority concerns: [what they care about most]
Project summary: [paste current status]

Write an email that:
- Opens with what they care about most
- Is under 150 words
- Makes the call to action or information request clear in the last sentence
- Doesn't bury bad news
Day 2 Exercise
Build a Status Report in 10 Minutes
  1. Pull the raw notes from your last project week
  2. Use the status report prompt to generate a full report
  3. Run the executive summary prompt on the output
  4. Write one stakeholder email using the stakeholder template
  5. Compare your AI draft to what you'd normally write — note what's different

Day 2 Summary

What's Next

The foundations from today carry directly into Day 3. In the next session the focus shifts to Data Strategy and Feature Engineering — building directly on everything covered here.

Day 2 Checkpoint

Before moving on, verify you can answer these without looking:

  • What is the core concept introduced in this lesson, and why does it matter?
  • What are the two or three most common mistakes practitioners make with this topic?
  • Can you explain the key code pattern from this lesson to a colleague in plain language?
  • What would break first if you skipped the safeguards or best practices described here?
  • How does today's topic connect to what comes in Day 3?

Live Bootcamp

Learn this in person — 2 days, 5 cities

Thu–Fri sessions in Denver, Los Angeles, New York, Chicago, and Dallas. $1,490 per seat. June–October 2026.

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Continue To Day 3
Day 3: Risk Management — Identify, Assess, and Mitigate