Why most AI transformations stall at proof of concept
The gap between a working pilot and organisation-wide adoption is not a technology problem. It is a change problem — and most companies are solving the wrong one.
Read →A. Ku. Ganaesh
Transformation strategist. Programme Director at Standard Chartered Bank. NED candidate. I work at the intersection of business purpose, organisational change, and measurable results.
I lead large-scale change programmes — not as a consultant parachuting in, but as the person accountable for delivery. My work at Standard Chartered spans a US$1bn portfolio re-themed, Speed-to-Production cut from 300+ days to ~90, and ~US$200M in recurring cost reduction. I sit inside the complexity until it resolves.
I am building a non-executive portfolio through the Veblen Director Programme. My contribution to boards is strategic clarity under pressure — knowing which questions to ask before a room reaches consensus on the wrong answer. I bring an operator's instinct to a governance role.
I write and speak on AI adoption, transformation strategy, and the idea that businesses can be designed as forces for good — aligning what companies need, what employees want, and what society requires. Not as a philosophy. As an operating model.
Programme Director at Standard Chartered Bank, driving enterprise transformation across a complex, global portfolio. Simultaneously building a non-executive director track through the Veblen Director Programme.
The gap between a working pilot and organisation-wide adoption is not a technology problem. It is a change problem — and most companies are solving the wrong one.
Read →Executives who can move fast in unclear conditions have a structural advantage. Here is how that capability is developed — and what gets in the way.
Read →When employee intent, customer value, and societal benefit align, the business does not have to choose between purpose and performance. The tension disappears.
Read →If you are working on something where clarity of direction matters, I am happy to think through it with you.