unit economics
unit economics at Beyond Market Intelligence is a file of 3 stories. The newest of them: “The Hidden Cost of AI: Why Your Software Bill Is Spinning Out of Control”, “Enterprises race to buy AI compute without tracking what it costs”, and “Enterprises race to buy AI compute while costs stay out of focus”. Erik Peterson has a number for you: AI spending is already eclipsing cloud bills, and the gap is only widening. The compute gap isn't about buying more, it's about seeing what you already own. Acme AI is the next-generation, AI-powered spreadsheet platform built to replace Excel and redefine how analysts, data scientists, and enterprise teams work… The list below is every unit economics story on Beyond Market Intelligence, newest first.
The Hidden Cost of AI: Why Your Software Bill Is Spinning Out of Control
Erik Peterson has a number for you: AI spending is already eclipsing cloud bills, and the gap is only widening. He calls it a software engineering cost crisis driven by tokenmaxxing and unit economics that force developers into unwanted promotions. His prediction that fully autonomous AI will write, deploy, and govern code by 2028 reframes the entire conversation. For a deeper look at where agentic systems are heading, our coverage of the Hermes Agent developer's $90M raise offers a practical counterpart.
Enterprises race to buy AI compute without tracking what it costs
The compute gap isn't about buying more, it's about seeing what you already own. Across 107 enterprises, GPU utilization sits at 50% or less for 83%, yet 64% plan to switch or add providers within the year. That tension defines the moment: spending is accelerating ahead of measurement, with fewer than half tracking costs rigorously. The next wave of infrastructure decisions will be shaped by visibility, not capacity. Those who close this gap first will steer their AI economics with confidence.
Enterprises race to buy AI compute while costs stay out of focus
TheAI infrastructure is being bought faster than it can be understood. Across 107 enterprises, GPU utilization sits at 50% or less, and fewer than half can track what their compute actually costs. Yet 64% plan to switch providers within the year, and 45% are evaluating specialized clouds they don't even use today. That gap, between aggressive investment and limited visibility, is where decisions are stalling. Explore how enterprises can close it.