Technical deep-dives for business owners. Understand the how and why behind cybersecurity, AI, marketing tech, and innovation.
The shift that happened quietly The mid-market AI procurement conversation looked very different in 2024 than it does today. In 2024, an AI vendor could land a $40K-$200K annual contract with a polished demo, a SOC 2 Type I in process, and a "data is processed in the US" line on the security page. The procurement function was learning what to ask.…
The headline finding Across 2024, large enterprises deploying Microsoft Copilot discovered that years of accumulated SharePoint, OneDrive, and Teams over-permissioning suddenly became queryable. Files that "nobody could find" before — salary spreadsheets, M&A drafts, HR documents, board minutes — surfaced in plain English to anyone whose ACL techni…
The problem you cannot see In March 2023, three engineers at a major Korean electronics manufacturer pasted proprietary source code, internal meeting notes, and chip database content into a public consumer LLM across three separate incidents within roughly a month. The company banned generative AI on corporate devices in May 2023 and began building…
The number that should change the conversation In August 2025, MIT's NANDA group published "The State of AI in Business 2025" — a research report based on 300+ enterprise AI pilot reviews. The headline finding became one of the most-shared statistics in the enterprise AI space: 95% of enterprise GenAI pilots produce no measurable P&L impact despite…
The case that changed AI deployment The dollar amount was almost trivial. $812 in damages. A grieving customer who tried to claim a bereavement-fare refund based on what the airline's website chatbot had told him. The airline declined the refund, saying the bot's instructions did not match the actual policy. The customer took it to the British Colu…
The headline pattern In summer 2024, a global fast-food brand ended a multi-year voice-AI ordering pilot at roughly 100 of its drive-thru locations. The deciding factor was not technical incapacity. The deciding factor was a series of viral social-media videos showing the AI ordering nine sweet teas instead of one, putting butter packets on ice cre…
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