App analytics · pipeline quality

Incident Window Rebuild

Rebuild a disputed pipeline incident from raw application history, job markers, and load receipts so the post-mortem rests on evidence.

£23,400 · 3-week study

Glowing analytics visualization on a dark screen

Quality reviews stall when charts disagree about when consumers felt broken data. Timezone mishandling, missing job tags, and identity merges invent cliffs that never happened in the warehouse.

This study rebuilds the reporting window from raw event history for one agreed incident range, checks load continuity across environments, and tests early-row behaviours against freshness spikes.

You leave with a corrected timeline, a list of artefacts to stop celebrating, and a reusable outline your analysts can maintain after we leave.

Typically included

  • Raw-history timeline rebuild
  • Load continuity checks
  • Artefact shortlist
  • Analyst handoff outline