Free Resource Guide

AI Projects for PMs:
Resource Guide

Everything you need to build real AI PM projects and land $200K+ roles in 2026. Curated by Unnati Tripathi.

By Unnati Tripathi  |  @aiwithunnati on Instagram

Follow @aiwithunnati on Instagram for daily AI PM tips, templates, and career resources.

1. AI PRD Resources

Lenny's Newsletter: PRD Examples & Templates

Use this to understand what strong PRDs and 1-pagers look like, especially problem framing and product clarity.

lennysnewsletter.com/p/prds-1-pagers-examples →

ProductPlan: Product Requirements Document Guide

Good starter reference for PRD structure, purpose, and common sections.

productplan.com/glossary/product-requirements-document →

Atlassian: Product Requirements Guide

Helpful for writing lightweight, agile PRDs that align teams without over-documenting.

atlassian.com/agile/product-management/requirements →
2. AI Evaluation Resources

OpenAI Evals

Framework for testing LLM outputs and building custom evaluations for AI product behavior.

github.com/openai/evals →

OpenAI: Working with Evals

Practical OpenAI guide for evaluating model outputs against expected style, quality, and behavior.

developers.openai.com/api/docs/guides/evals →

LangSmith Evaluation Docs

Useful for testing AI apps across datasets, evaluators, experiments, and production monitoring.

docs.langchain.com/langsmith/evaluation →

LangSmith Evaluation Quickstart

Good hands-on starting point for building your first evaluation flow.

docs.langchain.com/langsmith/evaluation-quickstart →
3. AI Launch Plan Resources

Reforge: Product Launch Examples

Real product launch examples and templates for planning rollout, risks, and launch execution.

reforge.com/artifacts/c/product-development/product-launch →

Reforge: Build a Go-to-Market Launch Plan

Helpful for structuring launch goals, activities, validation, and cross-functional alignment.

reforge.com/guides/build-a-go-to-market-launch-plan →

ProductPlan: Go-To-Market Strategy

Good reference for GTM basics, customer journey, channels, pricing, sales, and launch planning.

productplan.com/glossary/go-to-market-strategy →

Atlassian: Product Launch Checklist

Simple checklist for pre-launch planning, stakeholder alignment, and post-launch follow-up.

atlassian.com/agile/product-management/product-launch-checklist →
4. AI Risk & Safety Resources

Google Secure AI Framework (SAIF)

Security framework for building AI systems with stronger privacy, security, and risk controls.

saif.google →

NIST AI Risk Management Framework

Core AI risk framework covering governance, mapping, measurement, and risk management.

nist.gov/itl/ai-risk-management-framework →

NIST AI RMF Resource Center

More detailed AI RMF resources, playbooks, and implementation guidance.

airc.nist.gov/airmf-resources/airmf →

OpenAI Safety Best Practices

Practical guidance on moderation, adversarial testing, human oversight, and safer deployment.

developers.openai.com/api/docs/guides/safety-best-practices →

Google People + AI Guidebook

Strong product and UX resource for designing human-centered AI products.

pair.withgoogle.com/guidebook →
5. AI Product Metrics Resources

Amplitude: Product Analytics Guide

Great primer on tracking user behavior, activation, retention, and product journeys.

amplitude.com/guides/product-analytics →

Amplitude: Product Analytics Fundamentals

Beginner-friendly resource for learning analytics concepts and asking better product questions.

amplitude.com/product-analytics-fundamentals →

Reforge: Identify Key Product Metrics with an Altitude Scorecard

Useful framework for choosing the right product metrics and connecting them to business impact.

reforge.com/guides/identify-key-product-metrics →
Bonus AI PM Resources

Google People + AI Research (PAIR)

Collection of AI product, UX, and responsible design resources from Google's PAIR team.

pair.withgoogle.com →

Google Codelab: Building Trusted AI Products with the PAIR Guidebook

Hands-on walkthrough for applying human-centered AI principles to product decisions.

codelabs.developers.google.com/codelabs/pair-guidebook →

ProductBoard: PRD Glossary

Another solid PRD reference for structuring product requirements around user problems.

productboard.com/glossary/product-requirements-document →

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