Why Most Startup Data Models Break After Year One
A practical guide to the data model mistakes that create reporting chaos, slow product development, and expensive rewrites for startups.
AI + Automation as Infrastructure (Not a Bolt-On)
How founders should think about AI systems: leverage, reliability, and repeatable workflows.
The Structured Scale Framework
A simple model to help founders ship an MVP fast, keep reporting clean, and scale without rewrites.