Inflection Point Advisory — Writing https://inflectionpt.io/writing/ Long-form perspective on AI product strategy, organizational AI adoption, and the pragmatic decisions teams face when moving AI from prototype to production. en-us Sat, 18 Apr 2026 00:00:00 GMT Your scan is actually two scans https://inflectionpt.io/writing/your-scan-is-actually-two-scans/ https://inflectionpt.io/writing/your-scan-is-actually-two-scans/ Sat, 18 Apr 2026 00:00:00 GMT Reality capture splits cleanly into render work and model work. They use different tools, target different audiences, tolerate different amounts of AI inference, and answer to different parts of the org. Conflating them is the most expensive mistake in the field today. coleman.jamese@pm.me (Jim Coleman) We ran Mask3D on a terrestrial scan it was never trained on https://inflectionpt.io/writing/we-ran-mask3d-on-a-terrestrial-scan/ https://inflectionpt.io/writing/we-ran-mask3d-on-a-terrestrial-scan/ Fri, 17 Apr 2026 00:00:00 GMT An honest field report on running an aerial-trained 3D instance segmentation model against a ground-based LiDAR capture of a small civic building. What worked, what broke, what it means for clients evaluating off-the-shelf 3D AI. coleman.jamese@pm.me (Jim Coleman) From Personal AI to Organizational AI: A Pragmatic Migration Path https://inflectionpt.io/writing/pragmatic-ai-migration/ https://inflectionpt.io/writing/pragmatic-ai-migration/ Fri, 10 Apr 2026 00:00:00 GMT Karpathy showed us the architecture for personal LLM knowledge bases. The harder problem is organizational AI adoption. A pragmatic framework for moving from individual experimentation to compounding organizational capability. coleman.jamese@pm.me (Jim Coleman) Is AI Context Actually Your New IP? https://inflectionpt.io/writing/is-ai-context-actually-your-new-ip/ https://inflectionpt.io/writing/is-ai-context-actually-your-new-ip/ Sun, 22 Mar 2026 00:00:00 GMT The teams getting real value from AI aren't the ones with the best models. They're the ones building structured, shareable context that encodes how their organization actually works. coleman.jamese@pm.me (Jim Coleman) When Your AI Initiative Needs an Outside Perspective https://inflectionpt.io/writing/signs-team-needs-outside-help-ai/ https://inflectionpt.io/writing/signs-team-needs-outside-help-ai/ Sat, 14 Mar 2026 00:00:00 GMT Most teams don't need outside help at the start. But there's a point where more internal discussion stops producing clarity. Here are eight signals that your team has hit that point. coleman.jamese@pm.me (Jim Coleman)