Arjun Sivasundar · Capability Design for the Real World

Capability Design for the Real World

Building capability that actually sticks.

I help enterprises build durable capability in data science, analytics, and AI. My focus is on the structural problems that cause capability investments to fail — and designing learning systems that actually translate into sustained performance. Two decades at the intersection of advanced analytics, enterprise delivery, and capability design.

Arjun Sivasundar
Arjun SivasundarIndependent Advisor
  • Grew and led Fractal Analytics Academy over 8 years — transforming it from a small HR function into a full enterprise learning organisation serving Fortune 500 clients across data science, analytics, and AI
  • Previously L&D lead for Cognizant Data Sciences, designing and delivering learning for a ~300-person data science practice
  • Earlier career as a research scientist — postdoctoral researcher at Stanford, Assistant Professor at the University of Bern — with numerous peer-reviewed publications in population genetics
  • Brings an unusually rigorous, systems-oriented lens to capability design: built as a scientist, applied in enterprise
  • Based in Bengaluru. Works with organisations globally.
What Brings People to Me

Three ways to engage

The Maginot Trap

Executive Learning Advisor

Senior L&D leaders and CHROs don't need another vendor — they need a thinking partner. I work directly with executive teams to shape learning strategy, challenge assumptions, and build the internal clarity needed to make capability investment decisions that stick.

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The Cobra Effect

Beyond Completion Metrics

Tracking completion isn't measuring learning — it's measuring attendance. I help organizations replace vanity metrics with assessment and evaluation systems that test real readiness and connect learning outcomes to business performance.

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The Tacoma Margin

Success Insurance for L&D Programmes

Learning budgets get spent. Rarely do they get governed. I help L&D leaders build frameworks that treat capability investment with the same rigour as any other capital decision — with clear criteria, accountability, and measurable return.

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The $440M Glitch

Featured Engagement

L&D for Scaling Organisations

Many growing companies hand L&D to one person in HR and keep adding headcount until the function no longer fits. By the time the problem is visible, the transition is already costly. I work with scaling organizations to build L&D capability in the right place, with the right structure, from the start.

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Writing

Perspectives

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