Durgesh Pandey
Autonomy ReadinessequalsSpecificationmultiplied byException Coveragemultiplied byObservabilitymultiplied byReversibility

Digital Transformation and AI Governance Advisor

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Durgesh Pandey is a digital transformation and technology governance leader with 18+ years in enterprise technology. As Group CTO at DJT Corporation he architects AI and SAP S/4HANA platforms that are governable, scalable, and financially accountable.

Frameworks

  • Autonomy Readiness

    A four-factor test for whether a business process can safely run without a human, where a zero on any factor makes autonomy unsafe rather than imperfect.

  • The Architecture P&L

    A method for stating enterprise architecture decisions as entries in a profit and loss account, so that technical choices carry an owner and a number.

  • The On-Shelf Availability Chain

    Retail shelf availability behaves as a product of four terms rather than a sum, so it is bounded by the weakest one regardless of forecast quality.

  • Variant Coverage Ratio

    The share of a process's actual transaction volume that is covered by the paths an automation has been explicitly specified to handle.

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