Insights

Real systems, not hype. Strategy, architecture, and operations for AI-first SaaS—designed for domain experts who want to scale into software.

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Strategy

Start with the Internal System

Don't launch public SaaS first. Build the internal AI system that 10×'s your capacity, proves ROI, and becomes the spine of your future platform.

  • Run your real workflow end-to-end on 1–2 cases
  • Deterministic graph, not prompt spaghetti
  • Prompt versions + pointer for safe rollouts
Read the insight →

Strategy

Strategy

Start with the Internal System

Don't launch public SaaS first. Build the internal AI system that 10×'s your capacity, proves ROI, and becomes the spine of your future platform.

  • Run your real workflow end-to-end on 1–2 cases
  • Deterministic graph, not prompt spaghetti
  • Prompt versions + pointer for safe rollouts
Read the insight →