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AI use cases that actually work (not the ones from LinkedIn fever dreams)

Real use cases from 200+ shipped projects that solve actual problems

Oct 31, 2025

Why 95% of AI Projects Fail (And How to Be in the 5% That Don't)

Happy Halloween. Here's something scarier than any costume: 95% of generative AI projects at enterprises fail. That's a real stat we read somewhere. It's not our stat. The vast majority of our projects succeed. This newsletter is about why.

Oct 02, 2025

4 revenue plays that can unlock millions in your business

This framework helped one airline generate $3M per week in additional revenue

Aug 28, 2025

How to find high-ROI use cases for AI in your business

90% of AI projects fail because they solve the wrong problems. Here's how to find the right ones.

Aug 21, 2025

Our 8-step custom software playbook, revealed

Why most custom software projects fail (and what to do to ensure yours succeeds)

Jun 05, 2025

AI Success Series [Part 5]: 4 principles for developing valuable AI products

This is the foundation of all our AI projects

Jun 03, 2025

AI Success Series [Part 4]: Where AI actually makes sense

4 signs you've found an AI project worth building

May 20, 2025

AI Success Series [Part 3]: The endless R&D spiral

Plus: An AI development lesson from the Tootsie Pop owl...

May 13, 2025

AI Success Series [Part 2]: Getting clear on your goals

If your team can't agree on what they're building, even the best AI fails.

May 06, 2025

AI Success Series [Part 1]: Why 85% of AI projects fail

Plus: the first deadly sin of AI implementation...

Apr 24, 2025

AI Alignment Weekly #9: Meet the researchers (Pt. 3)

Feat. “The Pioneers”

Apr 10, 2025

AI Alignment Weekly #8: Meet the researchers (Pt. 2)

Feat. “The Philosophers”

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