AI strategy

Your AI Can Now Write Tests. Here's Why Your QA Math Just Changed.

Microsoft's new AI test generator rewrites the economics of QA for mid-market teams. Unit test writing costs drop 70%, coverage gaps close in weeks instead of quarters, and your QA spend shifts from labor-intensive test writing to strategic test quality.

August 7, 2026 · 6 min read

AI Operations

Why Your AI Spend Is About to Get Worse (and How to Model It)

Most mid-market companies flying on AI pilot budgets are about to hit a wall. Here's how to build a cost model before you do.

July 24, 2026 · 5 min read