Operations thinking from the field.
AI automation, ROI frameworks, and industry case studies — written for operators, not analysts.
Why Most Automation Projects Fail (And How to Fix It)
Speed-to-deploy is seductive. But without an upfront systems audit, 70% of automation projects stall within 90 days. Here's the diagnostic framework we run before writing a single line of agent code.
Healthcare Operations: The Automation Playbook
Patient referrals, prior authorizations, billing reconciliation — healthcare has the highest-density manual workflows of any industry. This is how we map and automate them without touching clinical systems.
How to Calculate Real ROI for AI Automation
Most ROI models undercount savings by 40% because they ignore second-order effects. Here's the five-variable formula we use with every client before we start — including how to stress-test your numbers with a board.
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