#three-layers

3 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 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. ↗
3. 03 article engineering-factory / agentic-coding AI as the engineering factory: copilots are stage one, not the strategy The third layer of enterprise AI redesigns how software gets built. A maturity model for going from individual assistants to an agentic delivery system. ↗