Data reports on what AI development work costs, how often AI projects reach production and which companies are adopting AI, built from public rate schedules, government surveys and published studies.
October 2026
We pulled 267 AI and machine learning labor rates from 97 GSA contracts and set them against BLS wage data, then share our breakdown of hourly rates by seniority, role type, contractor size and markup over salary.
October 2026
This report lines up eight published studies from MIT, RAND, IDC, BCG, S&P Global and Gartner and shares our breakdown of what each failure rate measures, how the samples differ and the causes practitioners name.
October 2026
Drawing on the Census Bureau’s firm survey and Eurostat’s enterprise survey, we share our breakdown of AI use by firm size, the gap between current and planned use, and why smaller firms hold back.