Ben Carroll
About

Ben Carroll

Data, Analytics and AI Executive  ·  Managing Partner, Soft Solutions Partners

I've spent the better part of my career at the intersection where technology meets business transformation, not as a technologist building systems but as an executive accountable for making those systems deliver measurable results. That distinction matters more in AI than anywhere else I've worked.

My conviction, shaped by leading large-scale data and AI functions at CareFirst BlueCross BlueShield and Radiant Healthcare and by embedded work inside the data organization of one of the world's largest asset managers, is that most enterprises don't fail at data and AI because of technology. They fail because they haven't built the operating model that connects strategy to governed data products, workflow redesign, human oversight, and financial accountability.

That gap between a working pilot and a governed, scalable, value-producing system is precisely where I work. Whether I'm designing an enterprise data maturity and OKR program for an asset manager, building the data product operating model for a wealth platform, or standing up governance architecture for a large health plan, the question is always the same: how do we turn this investment into something the business can measure and trust?

I'm based in Philadelphia. My recent work spans embedded advisory inside a top-tier asset manager's data organization, technical diligence on a $2B+ fintech transaction, and the thoughtware and accelerators I've codified into ValueArchitect.ai. The through line is operating leadership: I take accountability for outcomes, not deliverables.

Career

Experience & track record

Operating and advisory roles across financial services, wealth management, and healthcare, each building on a consistent thread: data, analytics, and AI strategy tied to measurable business outcomes.

2025 – Present
Soft Solutions Partners
Managing Partner & Fractional Chief AI Officer
Relaunched the independent practice founded in 2012 as Soft Solutions Group. Embedded within the CTO and Chief Data Officer organization of a global asset manager, with accountability for the enterprise data management OKR program: 15-driver maturity and scoring framework, Power BI reporting layer, and the operating model and platform investment case presented to senior leadership. Rebuilt investor and client reporting at a private equity fund around a generative AI workflow, cutting the quarterly cycle 35%, and owned the AI governance standard for a capital markets platform end to end.
Asset manager CDO org · OKR program 35% faster investor reporting AI governance · capital markets
2025 – 2026
West Monroe Partners
Advisory Leader, Data, Analytics & AI
Led technical and data due diligence for a $2B+ private equity fintech transaction, surfacing $40M+ in technology exposure that shaped the investment committee's valuation. Designed and deployed a production generative AI document intelligence solution with auditable human review, cutting document review time 60%, and built enterprise AI governance standards for a regulated investment organization.
$2B+ fintech transaction $40M+ exposure surfaced 60% faster document review
2021 – 2025
Radiant Healthcare
Chief Information Officer & Chief Digital Officer
Led enterprise technology, data, analytics, and digital capability through sevenfold business growth across six lines of business. Owned client experience for a flagship national enterprise account, implemented process mining and AI-enabled automation across revenue cycle, credentialing, and network operations, and delivered 30%+ cost savings and 25% efficiency gains.
30%+ annual cost savings 25% efficiency gains 300+ person org
2020 – 2021
CareFirst BlueCross BlueShield
Chief Data Officer & Chief Analytics & AI Officer
Led a 120-person data science, business intelligence, analytics, and AI organization through seven directors for the Mid-Atlantic's largest health insurer, serving 3.2 million members on a $55M budget. Launched a value-based care analytics product suite while modernizing the enterprise data platform, directed a $53M transformation, and captured $10M+ in savings within 12 months.
$53M transformation $10M+ savings · 12 months 120 person team · $55M budget
2012 – 2020
Soft Solutions Group
Founder & Executive Advisor, Data, Analytics & AI Strategy
Founded and ran the independent advisory practice relaunched in 2025 as Soft Solutions Partners. Served as interim Chief Data and Analytics Officer for Envision Healthcare, leading a 30-person analytics organization to a 15% lift in billing productivity, a 40% reduction in invoice processing time, and a 10-day DSO improvement. Advised a leading asset management firm on enterprise data strategy, platform architecture, and operating model design. Clients included Vanguard, Capgemini, Pfizer, and Sunovion Pharmaceuticals.
Interim CDAO · Envision Healthcare Asset manager data strategy advisory DSO –10 days · 15% billing lift
Board & Advisory

Governance & community roles

Board & Advisory Roles
A3.AI
Board of Advisors, Strategic & Technical Advisor
August 2020 – Present
Strategic and technical advisor to A3.AI, a nonprofit AI applied R&D organization with 30+ interdisciplinary healthcare data science experts, supported by collaborators in government, academia, and industry worldwide.
Humanim
Board of Directors
January 2021 – February 2026
Board member for Humanim, a nonprofit with 35+ programs spanning Workforce Development, Behavioral Health, Youth Services, and Social Enterprises serving the Baltimore–Washington region.
Education
MBA, University of the People
BS Information Systems, Drexel University · Customer Analytics (Wharton) · Big Data Modeling (Johns Hopkins)
Areas of Expertise
Data & AI Strategy PE Technical Diligence AI Governance Operating Model Design Data Products & Semantic Layers Wealth & Asset Management Analytics AI ROI Modeling KPI & OKR Measurement Programs
Work together

Ready to make AI a
real business asset?

A 30-minute discovery call is enough to know if there's a fit.