AK Adib Kadir

Field notes on enterprise AI
and the engineering factory

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#ai-for-employees

9 posts

  1. 01 tool tool-brief / ai-for-employees Open weights walk in the front door of GitHub Copilot Kimi K2.7 Code is the first open weight model in Copilot's picker. The story is distribution, not benchmarks.
  2. 02 model engineering-factory / ai-for-employees Kimi K3 changes your leverage, not your stack The first open 3T-class model is here. Almost no enterprise will ever host it, and that is not where the value is.
  3. 03 tool tool-brief / ai-for-employees TrueDoc: Document Fraud Detection for the Generative Era AI made convincing fake paystubs free to produce. TrueDoc is the countermeasure: ensemble detection for forged and AI-generated documents at intake.
  4. 04 article ai-for-employees / enterprise-ai Bringing a Regional Insurer Into the AI Era: Start With the Gateway, Not the Chatbot A hypothetical first 90 days at a regional insurance carrier. The right first move is a model gateway and shadow AI measurement, not a customer-facing chatbot.
  5. 05 article ai-for-employees / governance AI for employees: shadow AI is a demand signal, not a crime wave The second layer of enterprise AI is workforce enablement. The companies that win it treat unsanctioned AI use as product feedback for the internal platform.
  6. 06 tool tool-brief / product Articos and the synthetic user research bet AI user research in about 30 minutes with synthetic interviews and no recruitment. Fast and cheap, if you understand exactly what it cannot tell you.
  7. 07 article analytics / data How to Make Product Decisions Faster With Trusted Metrics Cut decision time by design: learn how analytics becomes a product, build a 10 to 30 metric spine, and set data SLAs so teams trust numbers and move fast.
  8. 08 article velocity / ownership PM, Dev, QA Are Merging: Meet the Rise of the Product Engineer Uncover how AI merges PM, dev, and QA into a single product engineer. Learn to specify user needs, criteria, and metrics to accelerate delivery.
  9. 09 article analytics / cdp Stop Paying for Duplicate Analytics: Fix Collection First Fix inconsistent analytics by consolidating event collection with a CDP, adding governance, and restoring trust so teams can decide faster.