
Digital Transformation at Machine Speed
How CIOs Are Using AI to Accelerate Change Without Losing Control
By Shane Larson
About This Book
Digital transformation was already hard. Now the technology is moving faster than your transformation program can adapt.
The average enterprise transformation takes three to five years and fails seven times out of ten under normal conditions. Now add AI and large language models to the equation — a technology landscape shifting so rapidly that the strategy you wrote eighteen months ago is already partially obsolete, and the tools your competitors are deploying didn't exist when you started your current program.
You are changing the tires on a car doing 100 MPH down the highway. Except when you finish, the car needs to be a rocket ship doing 1,000 MPH.
Traditional human-speed transformation tools will not get you there. But here is the insight that changes everything: the same AI disrupting your transformation can accelerate it. The organizations pulling ahead aren't just transforming toward AI — they're using AI as the transformation tool itself.
What you'll discover:
- Why traditional transformation metrics and timelines have become competitive liabilities — and what to replace them with
- How leading organizations are achieving 225x faster discovery, 70-80% faster execution, and training compression from weeks to days
- The guardrails framework for accelerating without reckless risk — how to move fast without losing control of outcomes
- New human-AI collaboration models for transformation teams operating at machine speed
- Metrics that measure what actually matters when the pace of change itself becomes the variable
- How to build continuous transformation capability rather than executing discrete projects that are obsolete before they finish
Real-world case studies include: DBS Bank achieving 40% reduction in migration timelines. HEINEKEN compressing modernization by 70-80%. A government agency assessing 3 million lines of code in three days — 225x faster than conventional methods. BOQ Group reducing training from three weeks to one day. L'Oréal shrinking development cycles from eighteen months to four weeks.
This isn't theory. It's a practical playbook for executives who need to transform faster without losing control of the process, the risk, or the organization.
The transformation of transformation has begun. The question is whether you're driving it or watching it happen to you.
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