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Advisory

Editorial holdout mapper

Maps where holdout groups keep editorial experiments honest without slowing the newsroom.

We design ethical holdouts, monitor depth parity, and narrate when to call an experiment complete.

4 weeks Facilitation heavy SGD 7,400

Pricing is informational; engagements are scoped separately. See Returns & Refunds for cooling-off terms.

Included focus

  • Holdout blueprint workshop
  • Parity checks on depth distributions
  • Stop rules in plain language
  • Weekly standup template
  • Archival packet for reviewers

Outcomes we design for

  • Cleaner experiment archives
  • Less accidental peeking at treatment traffic
  • Faster sign-off from cautious stakeholders

Lead partner

Avatar for Claire Bong

Claire Bong

Data strategist with publishing ethics committee experience.

Questions

We design and observe; your team executes inside your stack.

Experience notes

Editorial holdout mapper stopped our “just peek” habit—kindly, with diagrams.
Samira