Private equity · Strategy & research
Raw survey data → strategy insights
Key results
- Survey cleaning pass2 wks1.5 daystypical export
PE and strategy teams buy speed of insight — but raw survey exports arrive messy. This workflow compresses cleaning and first-pass analysis from weeks to hours so consultants work on strategy, not cell formatting.
The problem
Surveys arrived as wide Excel exports with inconsistent headers, blank rows, and open-text columns mixed with scales. Analysts spent weeks normalizing before any hypothesis testing.
Each engagement reinvented the cleaning script. Principals couldn't start client conversations until the back room finished prep — the bottleneck was mechanical, not intellectual.
What Qurio does
Qurio ingests the raw file with instructions in plain English: which sheet, how to treat duplicates, how to bucket open ends, which cuts matter for the thesis.
It outputs cleaned tables, top-line frequency views, and flagged anomalies for human review — not a black-box model, a documented first pass.
The outcome
Data prep shrinks from weeks to a focused working session. Consultants validate and extend the output instead of building it from scratch.
Engagements start insight conversations earlier. The firm scales more simultaneous diligences without proportional analyst headcount.
Integrations
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