2023-03-09
1105
#product strategy
Michael Crawford
162300
108
Mar 9, 2023 ⋅ 3 min read

How to work by working backwards (the Amazon method)

Michael Crawford Mike Crawford is the Senior Product Lead in charge of Shopify Tax. He has also spent the past decade building products in Banking, FinTech, Analytics, Homeland Security and Intelligence, as well as helping startups at Ocean Accelerator. Mike, his wife, and twin boys passionately volunteer in Cincinnati, Ohio as Wish Granters for Make A Wish Foundation.

Recent posts:

How PMs Can Use Session Replay Without Violating User Privacy

How PMs can use session replay without violating user privacy

A practical guide for PMs on using session replay safely. Learn what data to capture, how to mask PII, and balance UX insight with trust.

Sara Nguyen
Feb 25, 2026 ⋅ 6 min read
Smarter AI Models Won't Fix Your Deployment | Maryam Ashoori, VP PM/Eng (IBM, Watsonx)

LaunchPod: Smarter AI Models Won’t Fix Your Deployment

Maryam Ashoori, VP of Product and Engineering at IBM’s Watsonx platform, talks about the messy reality of enterprise AI deployment.

Imane Rharbi
Feb 20, 2026 ⋅ 46 sec read
Automation Vs. AI- A Practical Decision Framework For PMs

Automation vs. AI: A practical decision framework for PMs

A product manager’s guide to deciding when automation is enough, when AI adds value, and how to make the tradeoffs intentionally.

Aniket Parihar
Feb 18, 2026 ⋅ 5 min read
3 AI Shockwaves Reshaping Product Management in 2026

3 AI shockwaves reshaping product management in 2026

How AI reshaped product management in 2025 and what PMs must rethink in 2026 to stay effective in a rapidly changing product landscape.

Bartosz Jaworski
Feb 11, 2026 ⋅ 4 min read
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