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Practical takes from inside real AI deployments. No hype, no summaries of summaries.
The new Grok bot is a persistent AI teammate, not just a fast research layer, and it is not a magic answer machine either. The real value comes from using it to synthesize information, pressure-test decisions, and accelerate work that already exists in the business, with guardrails in place before it gets more autonomy.
Nearly every SaaS vendor repriced its AI assistant between 2025 and 2026, from flat add-ons to credits and per-result billing. Four questions classify any of them, and the meter is now the one that decides the bill.
Build cost collapsed. Ownership cost did not move. The scarce resource is no longer attention or ideas, it is verdicts, and most builders have never been exposed to one.
A client sent me AI-generated legal and payment terms for her new business. Three of the recommendations would have cost her the ability to take card payments at all. Here is what went wrong and why the pattern repeats.