
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.
6 studies
- Private Equity4xfaster CIM review cyclesA private equity firm made CIM review 4x faster with one data layerPrivate equity firm

- Financial Services · Level 220xmore external data sources covered for research teamsBlackRock went from 50 to 1,000+ automated external data sources


- Private Equity · Level 37xmore companies researched each weekBregal Sagemount screens 7x more companies a week with LLM deal sourcing


- 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

- Real Estate & Construction · Level 290%less time to produce a first lease draftMarkIT CRE turned lease proposals into market-norm draft leases in minutesMarkIT CRE

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.