What does AI workflow automation cost?
A practical 2026 guide to pricing AI workflow audits, production pilots, and managed systems—with a defensible model for estimating ROI.
12 MIN READ
READ THE FIELD GUIDE →FIELD NOTES · ORIGINAL RESEARCH
Useful thinking for consequential software.
Buyer guides and operating frameworks for teams putting AI into real workflows—where evidence, economics, and accountability matter.
WRITTEN BY THE OPERATORS WHO BUILD THE SYSTEMS.Human-gated AI: automate work without automating accountability.
A practical architecture for AI systems that move work faster while keeping consequential authority, evidence, and accountability with named humans.
14 MIN READ
READ THE FIELD GUIDE →EDITORIAL STANDARD
Primary sources. Clear assumptions. No invented certainty.
Every field guide distinguishes sourced facts, operator judgment, and hypothetical examples. We update material claims as standards and guidance change.