Global capability centers & managed services
Designing operating models that make accountability, capacity and client outcomes visible across borders.
- GCC setup and optimization
- Offshore delivery models
- SLA and governance frameworks
Global operations · transformation · AdTech
I help organizations turn complex global delivery into a reliable growth engine. Across 23+ years, I have built capability centers, transformed managed services, led large AdTech operations, and introduced AI-enabled workflows with measurable business impact.
What I help solve
I work at the intersection of people, process, technology and commercial outcomes—connecting executive intent with repeatable delivery.
Designing operating models that make accountability, capacity and client outcomes visible across borders.
Removing avoidable work while strengthening controls, learning loops and decision quality.
Improving monetization and campaign delivery through stronger systems, data and stakeholder alignment.
Selected work
Each case study documents the operating challenge, the intervention and the measurable outcome—not just the polished ending.
Introduced AI-assisted insight generation and anomaly detection into a complex campaign workflow.
Created a delivery framework that surfaced risk early and built stronger client confidence.
Reworked yield strategy and commercial coordination to unlock underused advertising inventory.
Ideas in practice
My writing explores the less visible work behind reliable operations: leadership, quality, AI adoption and the economics of delivery.
A practical operating model for creating visibility, accountability and client trust.
Read the whitepaperWhere generative AI creates durable operating value—and where human judgment stays essential.
Read the whitepaperShorter perspectives published across my professional journey, collected in one place.
Browse all articlesShare the problem, the constraint and the outcome you are aiming for.