We don't pitch pilots. We ship outcomes.
Production data and AI systems for operationally complex businesses. A selection of the work, and the results that followed.
- Case studyOptimizing Quext’s Real-time Data Updates with Cube SaaS SolutionRead the study
- Sales and pricing · Level 22xmore at-risk guests flagged before spend dropsPENN Entertainment spots guests likely to cut spend before they do
- Operations90%lower monthly compute cost after leaving EMRPingThings cut grid analytics compute cost 90% and queries to secondsPingThings
- Financial Services · Level 280%less time on first-pass candidate document reviewPoint72 cut first-pass candidate review time 80% with machine learning
- Financial Services60%less manual cleanup of investor contact dataPraxis Rock Advisors moved investor data off brittle no-code toolsPraxis Rock Advisors
- Operations90%less time to add a new data sourceBetterworks cut the time to add a new data source from 2 weeks to 1 day
- Case studyScalable Geo-Spatial Data Solutions for a Global Commercial Real Estate Services FirmRead the study
- CPG50%shorter allocation planning cycleHeaven Hill halved its spirits allocation planning cycle
- Finance and reporting · Level 210,000financial scenarios simulated per forecast runSunrock replaced two Excel models with one probabilistic financial twinSunrock
- Financial Services50%fewer manual interventions in daily data runsSuvretta Capital halved manual fixes in its daily data pipelineSuvretta Capital
- Operations100%of manual CSV export and import work removedTEAM Software replaced manual CSV reporting feeds with Microsoft Fabric
- Operations · Level 230 hrsof analyst reporting time saved every weekTechSmith saved 30 analyst hours a week with one Azure Databricks data layer
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Past the Pilot
Common questions.
What kind of work do Blue Orange Digital's case studies cover?
Production data and AI systems for operationally complex businesses, and the results that followed. We don't pitch pilots; the case studies are a selection of work that shipped, each one leading with the number it produced.
How do I filter Blue Orange's case studies?
Four filters: function, sector, ownership (PE-backed) and stage (Assess, Build, Scale or Advisory). Functions are deal teams, finance and reporting, underwriting and risk, claims, sales and pricing, client onboarding and service, and operations. Only values some study uses appear, so no filter is ever empty.
Does Blue Orange have case studies with PE-backed companies?
Yes. PE-backed studies get their own row at the top of the index, and the Ownership filter shows them on their own. Each card names the sponsor where there is one.
What does each Blue Orange case study show?
Every study leads with the number: the result in large type, then who it was for (the client or a descriptor), the PE sponsor where there is one, the one-line problem, and tags for the business function and the AI maturity level, the five AI maturity levels we defined (L1 to L5).
Which case studies came from one of the three stages?
Studies that came from a stage are tagged with it, Assess, Build, Scale or Advisory, and the Stage filter shows the studies for any one of them. Earlier work carries no engagement tag. Newest work is listed first.
Does Blue Orange Digital publish a newsletter?
Yes. Past the Pilot is our newsletter, and you can subscribe to it from the case studies page, below the case grid. The same subscription form appears on the blog index.