Global capability centers and 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
Sudiip Ghosh Building operations that scale—and teams that thrive.
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.
23+ yearsAcross GCCs, global delivery, AdTech and managed services
$1.5B+advertising revenue operations supported
200+professionals in scaled teams
40%manual effort reduced through AI-enabled workflows
35%NPS uplift through delivery rigor
What I help solve
Strategy that survives contact with operations.
I work at the intersection of people, process, technology and commercial outcomes—connecting executive intent with repeatable delivery.
Operational excellence and AI adoption
Removing avoidable work while strengthening controls, learning loops and decision quality.
- Workflow and quality redesign
- GenAI-enabled operations
- Change and adoption leadership
AdTech, revenue operations and go-to-market
Improving monetization and campaign delivery through stronger systems, data and stakeholder alignment.
- CTV and programmatic operations
- Inventory and revenue optimization
- Data-informed go-to-market strategy
Selected work
Transformation, made tangible.
Each case study documents the operating challenge, the intervention and the measurable outcome—not only the polished ending.
When Flexibility Became a Cost Premium
The vendor model appeared attractive because it offered staffing flexibility. The operating data told a different story: the flex capacity was rarely turned off, utilization remained around 60%, and the unit cost was roughly 2.5x the internal FTE rate.
Reducing Support Demand by Fixing Onboarding
Ticket analysis linked more than 40% of support demand to onboarding and configuration gaps. A standardized Professional Services handoff, readiness certification, and closed feedback loop addressed the source rather than adding support capacity.
32% fewer onboarding tickets
Creating Competition to Lift eCPM and Revenue
A real-estate publisher redesigned its AdX and demand strategy so premium inventory was priced and exposed more competitively rather than being trapped in a static, low-yield hierarchy.
30% eCPM increase
Writing and research
Frameworks, field notes and points of view.
Practical perspectives on operations, leadership, AI, AdTech, CTV and business transformation.
We Taught AI What to Do. Now We Must Teach It What Not to Do.
Be specific. Tell the model its role. Give it context. Define the task. Describe the output. Explain what “good” looks like. That advice remains useful. But it is now incomplete.
Read moreThe CTV Media Market
A research-led analysis of the global and US Connected TV ecosystem, the strategic role of device platforms, distribution levers and advertising value.
Read moreTaming the Ticket Storm
How ticket analysis exposed onboarding and configuration as the source of support demand, leading to a prevention-led Professional Services model.
Read moreStart a focused conversation
Have a complex operation that needs a clearer path forward?
Share the business outcome, the operating constraint and the decision that needs to be made.