AK Adib Kadir

Field notes on enterprise AI
and the engineering factory

Start a conversation

#ai-for-customers

4 posts

  1. 01 article ai-for-customers / product AI for customers: ship the boring capability first The first layer of enterprise AI is customer-facing product. Most companies get it backwards by shipping a chatbot before removing a single point of friction.
  2. 02 tool tool-brief / marketing GeoFide and the rise of Generative Engine Optimization A platform for getting your content cited by AI search engines. GEO is becoming a real channel, and most enterprise marketing teams have no owner for it.
  3. 03 model tool-brief / video-generation Seedance 2.5 and what native 30-second video does to media cost structures ByteDance's new video model generates 30-second 4K clips in one pass with up to 50 reference inputs. That is aimed at the most expensive line items in a media P&L.
  4. 04 article cms / orm Do You Really Need a CMS in 2026? Rethink CMS defaults: start with a typed ORM schema, generate admin UIs with AI, and reserve full CMS platforms for real governance needs.