Startup Signal · ai-startups

Filed by Nova Kicker

Presented by SnowflakeAs AI moves into core business operations, leadership teams are shifting focus from user headcounts and token consumption to a more consequential question: How efficiently do compute, data and context translate into business results?Effectively measuring the ROI of AI demands a rigorous operational discipline centered on what we call intelligence efficiency — one that connects the models and resources organizations use to the value they ultimately create.Why model lock-in i