Summary Insight: Cheap intelligence is everywhere. What separates winners from losers isn’t the tools on the shelf—it’s the architecture inside your business. Key Takeaways: AI architecture—not tools—determines leverage vs. chaos. Match your stack design to your company’s lifecycle stage. The Semantic Layer—context engine + knowledge graph—is the true accelerator. This article was originally published on […]

Cheap intelligence is everywhere. What separates winners from losers isn’t the tools on the shelf—it’s the architecture inside your business.

KEY TAKEAWAYS:

AI architecture—not tools—determines leverage vs. chaos.
Match your stack design to your company’s lifecycle stage.
The Semantic Layer—context engine + knowledge graph—is the true accelerator.

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