What does Blue Orange Digital do?

Blue Orange Digital is a New York-based data and AI consultancy that designs and deploys production data platforms, analytics, and AI systems. We help PE-backed companies, portfolio companies, and complex enterprises turn fragmented systems into modern platforms that create measurable operating leverage.

What industries does Blue Orange Digital serve?

Blue Orange Digital works across financial services, healthcare, manufacturing, CPG and retail, and technology and SaaS sectors. We specialize in serving private equity firms, PE-backed portfolio companies, and operationally complex enterprises that need data and AI systems built for production.

How long do engagements typically take?

Engagement timelines depend on scope. An Assess engagement takes 2 to 4 weeks, a Deploy program runs 3 to 6 months, and Scale programs are portfolio-wide. We also offer monthly Advisor retainers for fractional AI leadership.

What makes Blue Orange Digital different from big consulting firms?

Blue Orange delivers senior technical depth and practical execution without the overhead, slow cycles, or layered staffing of traditional consulting. Clients work directly with experienced builders and strategists. We also put skin in the game with outcome-based fee structures tied to production results.

EDGE is Blue Orange Digital's 100-day AI deployment framework built specifically for PE portfolio companies. It packages four engagements: Assess, Deploy, Scale, and Advisor. EDGE provides a structured methodology to go from rapid diagnostic to portfolio-wide AI deployment with measurable EBITDA impact.

For operators & data leaders

We build production AI that moves the metrics your board watches.

Production data and AI systems, integrated into your operations and governed end to end. Built by senior engineers, not slideware.

250+ production deployments · SOC 2 Type II · Databricks and Claude certified

Scope a production build See our services

AI Operating System · LiveONLINE

+0%

EBITDA impact

Days to production

Deployments

0ms

AI Response Time

Value delivered · trailing 12mo

Built and certified on

From signal to value

We unify the data, then put governed AI into production.

Most mid-market companies are stuck between fragmented systems and AI pilots that never ship. We close that gap with one path, from disconnected data to reasoning systems running in production, measured against EBITDA.

01 · Fragmented data

Systems that don't talk

Operational truth scattered across ERP, CRM, files, and warehouses.

02 · Unified & governed

One source of truth

A governed lakehouse on Databricks or Snowflake, observable end to end.

03 · AI in production

Models & agents, live

Reasoning systems deployed with monitoring, guardrails, and human review.

04 · Measurable value

Reported, not promised

Automation, faster decisions, and EBITDA impact you can take to the board.

One system, two outcomes

We sit on both sides of the table, and stay credible on each.

The operating partner needs an EBITDA case. The operator needs systems their team can run and trust. We speak both languages, and connect them with one operating model.

PEFor Operating Partners

Move EBITDA across the portfolio

Quantify the opportunity company by company, fund a lighthouse win, then replicate the playbook on hold-period timelines, with fees aligned to results.

Portfolio-wide AI assessment, scored by EBITDA impact

A lighthouse deployment shipped in 100 days

A repeatable playbook replicated across the book

Outcome-aligned fees, skin in the game

3 to 15

portfolio cos / program

100d

to first measurable lift

ONE
OS

OPFor Operators & Data Leaders

Ship governed AI into production

Senior engineers design the lakehouse, wire the pipelines, and stand up agentic systems with observability and governance built in. Production, not slideware.

A governed lakehouse on Databricks or Snowflake

Agentic and predictive systems running in production

Observability, lineage, and access controls built in

Senior builders embedded with your team

250+

production deployments

99.9%

model uptime

Introducing EDGE

We turned the approach into a program you can buy.

Same senior team, same governed playbook, packaged into four engagements scoped to where you are. Start with a two-week readiness assessment, or commit to portfolio-wide transformation.

Assess

Know where AI creates value.

2 to 4 weeks
$25K to $50K

Operations audit, AI opportunity map, and quantified ROI. Board-ready in weeks.

Explore Assess

Deploy

From assessment to production.

3 to 6 months
$150K to $500K

A senior pod builds and ships governed AI into your back-office operations.

Explore Deploy

Scale

Transform the whole portfolio.

Portfolio-wide
$500K and up

Replicate proven playbooks across 3 to 15 companies on PE operating cadences.

Explore Scale

Advisor

Fractional AI leadership.

Monthly
$15K to $30K / mo

Board-level strategy, governance, and vendor management without a full-time hire.

Explore Advisor

The 100-day playbook

From diagnostic to deployed, in one quarter.

A structured path with a measurable checkpoint at every phase. No open-ended discovery, no surprises at the board meeting.

Days 1 to 15

Assess

Operations and data audit

AI opportunity map

ROI quantified, board-ready

Days 16 to 45

Architect

Target operating model

Lakehouse foundation

Governance and guardrails

Days 46 to 80

Build & Deploy

Pipelines to production

Models and agents live

Monitoring in place

Days 81 to 100

Measure & Scale

EBITDA impact reported

Playbook documented

Next company queued

Proof, in production

We don't pitch pilots. We ship outcomes.

All case studies

Backed by

Featured · Healthcare data & analytics

From reporting bottlenecks to real-time decisions.

Manual reporting took hours and leadership had no real-time visibility. We built a unified data platform with automated pipelines, real-time dashboards, and governance, the foundation for AI automation.

Minutes

reporting, down
from hours

Real-time

operational
visibility

AI-ready

data
foundation

Strategy, data engineering, and business alignment, combined into operating leverage.

Read the full case study

Commercial real estate

Trusted by leading companies

A partner, collaborator, and leader.

I've worked with at least a dozen technology teams, and without question the Blue Orange team stands above them all. Beyond their belief in frontier technologies and constant improvement, their sense of product makes what they build truly usable and sticky. Most valuable is the transparency they provide about progress and deadlines. The Blue Orange team is a partner, collaborator, and leader.

Lauren B.

Executive, Point72 Asset Management

Blue Orange Digital has proven itself a valued and strategic partner. Their input and influence has gone directly to improving our bottom line. Their roadmap helped Quext infuse structure with an eye toward scalability and sustainability, purposefully prioritizing requirements, investing in infrastructure, and building workable maintenance plans.

Shawn Massie

CTO, Quext

Partnerships &
certifications

Databricks & Snowflake

AWS, Azure & Fabric

OpenAI & Anthropic

SOC 2 Type II

FAQ

Frequently asked questions

What does Blue Orange Digital do?: Blue Orange Digital is a New York-based data and AI consultancy that designs and deploys production data platforms, analytics, and AI systems. We help PE-backed companies, portfolio companies, and complex enterprises turn fragmented systems into modern platforms that create measurable operating leverage.
What industries does Blue Orange Digital serve?: Blue Orange Digital works across financial services, healthcare, manufacturing, CPG and retail, and technology and SaaS sectors. We specialize in serving private equity firms, PE-backed portfolio companies, and operationally complex enterprises that need data and AI systems built for production.
How long do engagements typically take?: Engagement timelines depend on scope. An Assess engagement takes 2 to 4 weeks, a Deploy program runs 3 to 6 months, and Scale programs are portfolio-wide. We also offer monthly Advisor retainers for fractional AI leadership.
What makes Blue Orange Digital different from big consulting firms?: Blue Orange delivers senior technical depth and practical execution without the overhead, slow cycles, or layered staffing of traditional consulting. Clients work directly with experienced builders and strategists. We also put skin in the game with outcome-based fee structures tied to production results.
What is EDGE?: EDGE is Blue Orange Digital's 100-day AI deployment framework built specifically for PE portfolio companies. It packages four engagements: Assess, Deploy, Scale, and Advisor. EDGE provides a structured methodology to go from rapid diagnostic to portfolio-wide AI deployment with measurable EBITDA impact.