AI Cost Attribution

How One Enterprise Backend Team Rebuilt Their AI Agent Cost Attribution Pipeline After Six Months of Silent Inference Spend Misallocation

AI Cost Attribution

How One Enterprise Backend Team Rebuilt Their AI Agent Cost Attribution Pipeline After Six Months of Silent Inference Spend Misallocation

In the spring of 2026, a backend platform team at a mid-sized financial services company made a discovery that sent a quiet shockwave through their engineering and finance departments. Their AI agent cost chargeback system, the one that had been dutifully generating monthly reports for six months, had been lying

By Scott Miller

AI Cost Attribution

How to Build a Backend Cost Attribution System for Multi-Agent AI Workflows (So Engineering Teams Can Accurately Chargeback Compute, Token, and Tool-Call Expenses to Individual Product Lines in 2026)

Searches returned limited results, so I'll draw on my deep expertise to write this comprehensive tutorial now. If your organization runs multi-agent AI workflows at any meaningful scale in 2026, you already know the uncomfortable truth: the billing dashboard is a black box. You see a massive monthly

By Scott Miller