How to Start Digital Transformation: 90-Day Roadmap
Choose a workflow, name its owner and build a first release, then use measured results to decide what to scale after 90 days.
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Running pilots
Turn an AI proposal into a small, reviewable operating decision. Set a baseline, assign an owner, price exceptions and decide in advance what would stop the rollout.
The roadmaps, calculators and financial examples here are practical planning tools. An illustrative scenario is not a measured result or a promise of return.
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A curated route through the topic. Dates below are original publication dates; follow each article for its sources and update notes.
Is Your AI Agent Worth the Cost?
Work out an agent's cost per completed outcome, including human review, mistakes and the work that remains.
Build a Digital Transformation Budget You Can Defend
Build a transformation budget from a defined workflow, delivery effort and running costs, then test the assumptions in a worked example.
Measure AI Coding by Reviewed Work That Ships
Read developer productivity studies in context and measure AI coding through review, defects and the useful changes that actually ship.
Why Digital Transformation Projects Fail in 2026
Diagnose eleven transformation failure patterns, including unclear ownership, weak data and late adoption work, with a fix for each.