Case study 01 · Leadership & operations
From Startup
to Scale.
Turning an ad-hoc, overly manual analytics operation into a more consistent practice—then guiding it through acquisition and the expectations of a public company.
- Context
- Shareablee → Comscore
- Role
- Analytics & client-delivery leadership
- Focus
- People · Process · Automation
The starting point
“Messy. Ad-hoc. Bespoke. No boundaries.”
Requests arrived without consistent criteria. Timelines could be unrealistic. Quality assurance had no dependable place in the process, and too much recurring work depended on manual effort.
That flexibility may feel comfortable in a startup. As volume grows, it becomes a constraint: on the people doing the work, on consistency, and ultimately on the value delivered to clients.
The operating shift
Make the right way
the easier way.
Intake
Required the right criteria, context, and details before work entered the queue.
Planning
Established timelines that respected client urgency and the team’s ability to deliver carefully.
Quality
Created room for consistent review instead of treating QA as whatever time remained.
Automation
Used code to replace repetitive manual work and make recurring delivery more dependable.
Boundaries
Defined what the team could take on, how requests should arrive, and what good delivery required.
Standards
Moved repeatable work away from bespoke reinvention and toward clear operating patterns.
The difficult part
The obstacle wasn’t a lack of ideas.
It was legacy comfort.
Existing habits often feel faster because they are familiar. The work was not simply introducing tools or rules; it was creating enough trust in a clearer system that better practices could become the new default.
What changed
More capacity.
More consistency.
Better work.
Delivery volume increased.
The team grew with clearer ways of working.
Custom-deliverables revenue improved.
Outputs became more standardized and dependable.
Quality became part of the process—not an afterthought.
The takeaway
Scale is not just doing more. It is building the conditions that let people do more without lowering the standard.