Ice hockey
North American professional ice hockey platform
- The problem
- A full professional season needed live, period-by-period coverage across every fixture — including weeknight games that fell outside their own team's working hours.
- What we ran
- Dedicated tracker, moderator and QC layers across all three shifts, with live operations support for in-progress fixtures.
- Detail
- Complete season coverage delivered on a rotating shift model, with live operations support running through the North American evening window from Nashik.
Basketball
Basketball analytics platform
< 8 hrs
Standard turnaround
- The problem
- A previous vendor had failed to deliver and the platform was carrying a backlog into an active season.
- What we ran
- Rapid onboarding into the client's existing tagging environment and taxonomy, then scaled analyst allocation against the fixture list.
- Detail
- We stepped in mid-season, learned the client's scoring criteria rather than imposing our own, and brought turnaround inside eight hours against a materially lower cost than their in-house alternative.
Soccer
European AI tracking company
- The problem
- An AI tracking product expanding across multiple leagues simultaneously needed human ground truth to validate model output at the pace of the rollout.
- What we ran
- Human QA validation layer over AI-generated event data, plus ground truth annotation for model training sets.
- Detail
- Analysts verified AI-generated events against video and produced labelled ground truth for retraining, integrated directly into the client's data science feedback loop.