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.
12 studies
- Financial Services10xmore member history available for analysisAbound Credit Union opened its full member history in 3 months
- Financial Services80%fewer failed daily pipeline buildsAxim stopped daily pipeline failures with a focused remediation sprintAxim
- Financial Services · Level 220xmore external data sources covered for research teamsBlackRock went from 50 to 1,000+ automated external data sources
- Financial Services · Level 285%accuracy predicting conversion value per keywordCapital One moved Google Ads bidding to keyword-level attribution
- Financial Services8 weeksfrom raw Consumer Edge feed to live Tableau dashboardsDurable Capital went from raw consumer data feed to live dashboards in 8 weeksDurable Capital Partners
- Financial Services · Level 295%less runtime for complex cash flow simulationsVarde Partners cut complex model runs from hours to minutesVarde Partners
- Financial Services85%less time to produce a full risk reportThe Hartford cut risk report production from weeks to 2 days
- Financial Services · Level 360%less analyst time mapping client financial dataExactera cut client data mapping time 60% with a document agent
- Financial Services4xmore trade history in the live dashboardsFJ Capital Management automated daily P&L attribution on Microsoft Fabric
- 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
- Financial Services50%fewer manual interventions in daily data runsSuvretta Capital halved manual fixes in its daily data pipelineSuvretta Capital
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.