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TWO BOOKS
STRATEGY TO ENGINEERING

out now, on amazon

THE AI STEERING
WHEEL.

Most AI programmes do not fail on the model. They fail in the gap between the boardroom and the deployed system.

Cover of The AI Steering Wheel
Mani Khanuja
Principal GenAI Specialist SA, AWS

The framework

Three interlocking layers.

Most AI programmes do not fail on the model. They fail in the gap between the boardroom decision and the deployed system. This book closes that gap with three interlocking layers.

  • Strategy, deciding what to build, and what to refuse to build.
  • Operations, governance, evaluation, and the guardrails that hold under load.
  • Engineering, the architecture that carries a decision to production intact.

Co-authored with Dr. Fouad Bousetouane.

The shelf

Published works.

Cover of The AI Steering Wheel

Out now

The AI Steering Wheel

Most AI programmes do not fail on the model. They fail in the gap between the boardroom decision and the deployed system. This book closes that gap with three interlocking layers.

Co-authored with Dr. Fouad Bousetouane.

Cover of Applied Machine Learning and High-Performance Computing on AWS

Published

Applied Machine Learning and High-Performance Computing on AWS

A practical guide to building, training and deploying machine learning models at scale on AWS. Distributed training, model parallelism, and the infrastructure decisions that decide whether a model ever reaches production.

Co-authored with Farooq Sabir, Shreyas Subramanian and Trenton Potgieter.

Prefer it out loud?

The same framework, argued weekly with a co-host who sits on the business side of it.

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