In a working session last week on why generic AI keeps failing at pricing precision, I landed on four words. In a working session last week on why generic AI keeps failing at pricing precision, I landed on four words: AI depreciates, context appreciates. I posted them...
Ground Truth Is the New Moat Nearly half of enterprise AI users have acted on fabricated data. In 2026, the competitive moat isn’t your AI model — everyone has access to the same LLMs. Instead, it’s the verified, deterministic data layer that prevents your...
