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Research · annual report

State of AI Implementation in India

Why AI spend does or does not turn into value, measured on the four leaks. The summary will always be free.

Status

First edition in preparation

No findings are published yet. We will not publish a number without its sample and date.

Ungated summary · what we measure

Four leaks. Four questions.

From the Four-Leaks Diagnostic in The AI Flywheel, Chapter 1.

  1. 01

    Data readiness

    Is the data ready, clean and connected?

  2. 02

    Undefined success

    Was success agreed, as a number, before the build?

  3. 03

    Workflow integration

    Is the AI built into real work, or bolted on?

  4. 04

    Governance

    Is there a named owner and a tested kill switch?

Method

How the first edition will work.

  • Built on the Four-Leaks Diagnostic and the Maturity Model from The AI Flywheel.
  • Levels counted by stage, from C1 to C5, not by enrolments.
  • Every figure dated and sourced. No figure without a sample size.

Proposed Publication date to be announced.

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