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AI for the SMB without a data team
The SMBs getting the most value from AI in 2026 aren't the ones with the biggest stacks. They run a three-stage sequence: hours, decisions, capability.
From Mega-Prompt to Multi-Agent.
The real shift with AI isn't writing better prompts, it's designing the architecture around the model, breaking work into focused parts with clear interfaces so the system stays performant, legible, and maintainable. The long-term advantage isn't a bigger model, it's the engineering instinct to build rails around the right one for the task.