Blog · 6 min read

KPIs After Cost Arbitrage: What Good Looks Like

TL;DR

After cost, measure ownership outcomes: cycle time, quality, adoption, and risk. Stop pretending utilization is strategy.

KPIs after cost arbitrage

Cost per seat still matters. It is no longer enough to justify a modern GCC.

Better KPI families

  • Delivery: cycle time, predictability, escaped defects
  • Product: adoption, reliability, time-to-value for owned surfaces
  • Risk: incidents, access hygiene, audit findings
  • People: regrettable attrition in scarce roles, manager quality
  • Mandate: percentage of work that is owned vs overflow

Reporting tips

  • One page for executives
  • Trends over vanity snapshots
  • Pair every efficiency claim with a quality claim

30 / 60 / 90

  • 30: Replace the top five activity metrics with outcome metrics.
  • 60: Baseline them.
  • 90: Use them in the quarterly keep/grow/cut review.

Takeaway

What you measure is what HQ thinks you are for.

Measure ownership if you want ownership.

“Structure matters, but the first three or four hires decide whether your India team becomes a capability or an expensive supplier.”

— Anupam Tandon, ContextDelta

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Sources & further reading

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