Case finder

Find the right file without naming the trap.

Filter by broad issue, setting, evidence format, difficulty, and local progress. Precise concepts stay out of view until the case replay.

Matched files

25 cases

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Case 01unopened

The Dashboard Spike

A launch-week chart jumps, a deck is due, and several teams have reasons to claim the movement.

introProduct analytics8 minchartaudio
Case 02unopened

The Checkout Readout

A checkout readout lands just before planning closes, and different artifacts point toward different launch stories.

standardExperimentation10 minchartaudio
Case 03unopened

The Churn Model Pitch

A polished retention model arrives with a renewal deadline, a crowded outreach queue, and a promise that the save team can act sooner.

standardML evaluation12 minmodel-outputtable
Case 04unopened

The Inspection Queue

A city inspection team has a new routing screen, a long backlog, and one week to decide how much authority the score should have.

standardPublic policy analytics12 minmappolicy
Case 05unopened

The Spring Tutoring Brief

A district impact brief is headed to a funding vote after students who used a tutoring platform show stronger spring gains.

standardEducation analytics11 minpress-releasechart
Case 06unopened

The Winter Shelter Forecast

A city housing office must set winter overflow capacity from a forecast that fits ordinary nights better than pressure weeks.

standardPublic service forecasting12 mincharttimeline
Case 07unopened

The Benefits Queue Score

A state benefits agency wants to use a verification score to cut backlog, but the burden may land unevenly on applicants with messier administrative records.

advancedGovernment benefits analytics12 minmodel-outputpolicy
Case 08unopened

The Claimant Chatbot

A benefits agency chatbot demos smoothly before a filing surge, and the launch packet must decide what evidence is enough for live claimant use.

standardPublic sector AI evaluation12 mintranscriptrubric
Case 09unopened

The Payment Hold Dial

The same benefits agency must choose a payment-hold threshold that catches fraud without turning suspicion into broad payment delay.

standardGovernment risk operations12 minchartsimulator
Case 10unopened

The Clearance Rate Metric

A modernization dashboard gets a cleaner headline metric, and leadership wants to use it as proof that service is improving.

standardPublic administration analytics11 mintablememo
Case 11unopened

The Survey Sample Mirage

A customer survey produces a clean majority for a support redesign, and tomorrow's slide asks how far that voice can carry.

standardSurvey analytics12 mintablechart
Case 12unopened

The Bed-Ready Field

A familiar hospital operations field powers a clean improvement story while source systems leave conflicting traces.

standardHealthcare operations12 mintablememo
Case 13unopened

The Missingness Report

A clinical risk report looks steady after an analyst trims the file, and the committee wants to shift attention toward treatment timing.

standardClinical analytics12 minheatmaptable
Case 14unopened

The Privacy-Safe Export

A de-identified public health export clears a checklist, but linkage, consent scope, and lifecycle controls make the release less simple.

advancedData governance12 minpolicymemo
Case 15unopened

The Board Slide

A board packet turns an early operational shift into a dramatic story, and the chart frame is doing more work than it first appears.

introExecutive reporting9 minchartmemo
Case 16unopened

The Geo Test Winner

A regional media test arrives just before a national buying window, with a confident lift estimate and a deadline to scale.

standardRetail media12 mincharttable
Case 17unopened

The Parallel Trends Slide

A workforce pilot briefing shows a promising post-launch gap, and the budget office wants a statewide recommendation.

standardLabor policy12 mincharttable
Case 18unopened

The Cutoff Policy Claim

A housing navigator pilot produces a sharp estimate near an eligibility line, and the agency wants to carry it into a budget request.

advancedBenefits eligibility13 mincharttable
Case 19unopened

The QuickStart Readout

A product experiment gets a fast no-go recommendation, but the exposure record and interval width leave more than one interpretation alive.

standardProduct experimentation12 mincharttable
Case 20unopened

The Short-Term Lift

A subscription checkout test lifts paid starts, but refunds, retention, and support burden make the growth claim less settled.

standardSubscription growth12 mincharttable
Case 21unopened

The Discharge Score

A hospital readmission score looks unusually strong in validation, and the launch team wants it in the discharge workflow next month.

advancedHospital readmission13 mincharttable
Case 22unopened

The Labeling Vendor Benchmark

A trust-and-safety model clears a vendor benchmark before peak season, and leadership wants to turn high scores into automatic action.

advancedTrust and safety13 mincharttable
Case 23unopened

The Drift Alarm Nobody Owned

An ETA model alarm appears while headline service levels still look acceptable, and no team is eager to slow the workflow.

advancedLogistics ETA13 mincharttable
Case 24unopened

The Holiday Override

A holiday replenishment model reports strong backtest accuracy, and operations wants to let it override store planners next week.

advancedRetail supply chain13 mincharttable
Case 25unopened

The DealDesk Pilot

An enterprise assistant performs well on clean sales workflows, and revenue operations wants tool-enabled expansion before renewal season.

advancedEnterprise AI13 mincharttable