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Monday, July 7, 2025

Arriving at ‘Hi there World’ in enterprise AI



  • Enterprise AI sells like middleware, not SaaS. You’re not dropping an API into Slack; you’re rewiring 20-year-old ERP techniques. Procurement cycles are lengthy and bespoke scoping kills product velocity. Then there’s the potential for issues to go very fallacious. “Small offers are simply as a lot work as bigger offers, however are simply means much less profitable,” Falk says. Yep.
  • Programs integrators seize the upside. By the point Accenture or Deloitte finishes the rollout, your startup’s software program is a rounding error on the companies invoice.
  • Upkeep is bigger than innovation. Enterprises don’t need fashions that drift; they need uptime, and AI’s non-deterministic “characteristic” could be very a lot a bug for the enterprise. “Enterprise processes have numerous edge instances which might be extremely troublesome to account for up entrance,” he says. Your finest engineers find yourself writing compliance documentation as a substitute of transport options.

These aren’t new insights, per se, however they’re straightforward to overlook in an period when each slide deck says “GPT-4o will change every little thing.” It should, but it surely at the moment can’t for many enterprises. Not within the “I vibe-coded a brand new app; let’s roll it into manufacturing” kind of means. That works on X, however not a lot in severe enterprises.

Palantir’s “told-you-so” second

Ted Mabrey, Palantir’s head of economic, couldn’t resist dunking on Falk: “If you wish to construct the following Palantir, construct on Palantir.” He’s not fallacious. Palantir has productized the grunt work—information ontologies, safety fashions, workflow plumbing—that startups uncover the exhausting means.

But Mabrey’s smugness masks an even bigger level: Enterprises don’t purchase AI platforms; they purchase outcomes. Palantir succeeds when it exhibits an oil firm easy methods to shave days off planning the location for a brand new nicely, or helps a protection ministry fuse sensor information into focusing on choices. The platform is invisible.

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