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We Mapped a US Supplement Launch. It Was a Dependency Graph.
We mapped a US dietary supplement launch end to end: 60+ tasks, ~10 teams, ~6 months. Here is the dependency structure we found, and where AI actually fits.
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Where SaaS Value Goes in the Age of AI Agents
When AI agents do the work, SaaS value moves to the reading layer that makes enterprise data structured, permissioned, and queryable.
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Sunscreen: Drug in the US, Cosmetic in the EU
In the US, sunscreen is a drug. In the EU, the same bottle is a cosmetic. That single split is why regulatory work grows by multiplication (products times markets), and why we are expanding into RA.
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Demurrage and CY Storage: Track Every Container's Clock
Demurrage lands on shipments that were going fine. See how AI keeps container free time, CY storage, and truck dispatch in sync as dates move.
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Why AI Compliance Review Misses What Human Reviewers Catch
Most compliance decisions rest on precedent that was never written down. Why rulebook-based AI review falls short, and what makes an archive usable.
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I Analyzed 200 Chess Games with AI. Then Came the Title.
Our engineer Tao-sheng uploaded 200+ PGN files to VaultSage, connected it to ChatGPT, and asked what his losses had in common. The answer changed his opening repertoire and his rating.
Read moreAbout PERSPECTIVES
This category contains 29 articles about perspectives.