AI Transformationby Neelverse Lab
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How organisations adopt AI, and where it creates value.

Independent research and playbooks from Neelverse Lab. Public sources only, with every number linked to its source.

A field guide for leaders deciding what to do about AI: the global picture, 46 countries and blocs, 25 industries, 321 AI service cases and the rules to 2028, with every number one tap from its source.

Read the report

Three numbers from the report

How the research is made

Public sources only
No client, partner or commercial material. Anyone can open what is cited.
Every number sourced
Each figure sits beside its source, one tap away. A claim that could not be confirmed on a live page or a current dataset is dropped, or marked as a gap.
Judgement labelled
Forecasts name who made them, and opinions are marked as opinions, so they stay apart from the facts.
Checked before release
For the 2026–27 edition, more than 2,000 cited figures and dates were checked against the pages they cite, and Wikipedia citations were traced back to original sources where they could be.

Who publishes it

AI Transformation is published by Neelverse Lab, run by Indranil Banerjee. Questions and corrections are welcome at hi@neelverse.com.

byNeelverse LabNeelverse Lab