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AlidadeReporting engine

Cut qualitative analysis from 2-3 weeks to 2-3 days, without a $100/hour Stata contractor

Statistical reporting moved inside the platform, with AI-assisted open-response analysis.

The full Alidade story
Alidade: Reporting engine

  • 2-3 days

    instead of 2-3 weeks per cohort

  • 535

    participants in one benchmark report

  • 77%

    of KBL surveys mapped and reported

logicflow · alidade · the work
before

The challenge

  • A $100/hour Stata contractor was the bottleneck. Several reports were months late.
  • Manual Stata code pulled the wrong school's data once, and a freshman report had to be redone.
  • Scoring formulas diverged for partial and complete responses, which put report accuracy at risk.
  • Open-response analysis took 2 to 3 weeks per cohort by hand.
what we built

The solution

  • A native group and individual report engine: z-score percentile ranking, toggleable sections, PDF and web output.
  • Bulk content import for 54-cell Excel feedback and action-step files.
  • Validation rules that stop the partial-versus-complete formula error.
  • Claude integration for open-response qualitative analysis.

after

The results

  • Achieved qualitative analysis in 2 to 3 days instead of 2 to 3 weeks, without a contract analyst.
  • Generated a 535-participant benchmark report through the new flow.
  • Mapped, imported and reported 632 of 814 KBL surveys (77%).
  • Reports are now owned in-platform, without months of delay.
“It wrote the entire report better than [the analyst] did the last one. So now I'll take the job because I can get it done in a day or two.”
Dr. Todd Hall, Founder, Alidade

built with

  • Angular
  • Node.js
  • Oracle
  • Claude

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