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Established 1997 - 100% Project Success Rate

AI Data Management Consulting

AI doesn’t fail at the algorithm – it fails at the data. EWSolutions builds the clean, governed, AI-ready data foundations that turn machine learning investments into measurable business outcomes, reducing program costs by over 91%.

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By the Numbers
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Trusted by Global Leaders & Federal Agencies
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The EWS Difference

Your AI Is Only as Good as the Data Behind It

AI-Ready Data Foundations

Before a model can learn, data must be clean, consistent, and governed. EWSolutions builds the unified data infrastructure that eliminates the quality gaps causing 87% of enterprise AI projects to stall or fail before reaching production.

Governed Data That Models Can Trust

AI trained on ungoverned data produces ungoverned outputs - and in regulated environments, that is a liability. EWSolutions integrates data governance directly into your AI pipeline, ensuring every model is trained on data that is accurate, traceable, and compliant.

ROI from AI, Not Sunk Costs

Organizations spend millions on AI infrastructure and models, then watch initiatives collapse under poor data quality. EWSolutions has delivered 155+ programs where data foundations translated directly into measurable AI performance - every single time.

Scalable from Pilot to Enterprise

AI data strategies that work for a single use case often collapse at enterprise scale. EWSolutions designs AI data management architectures built for scale from day one - so your pilot becomes a platform, not a proof-of-concept graveyard.

Leadership

The Data Authority Behind Your AI Strategy

Every EWSolutions AI data management engagement is personally directed by David Marco, PhD, whose three decades at the intersection of enterprise data strategy and emerging technology make him the authority organizations turn to when AI initiatives must succeed.

While others offer AI consulting built on enthusiasm, David Marco, PhD brings the foundational expertise that determines whether AI investments deliver or disappear – a track record of 155+ enterprise programs, zero failures, personally led from scoping to delivery.

  • Globally recognized pioneer in enterprise data strategy and AI data governance
  • Industry-first metadata models integrating Big Data with traditional enterprise systems
  • AI data foundations delivered for Fortune 500 companies and federal agencies
  • BIG Innovation Award recipient (2024) & multiple industry excellence awards
See David Marco's Track Record
David Marco PHD EWSolutions
David Marco, PhD

President & Executive Advisor, EWSolutions

Client Results

Data That Makes AI Perform.

From healthcare analytics to federal data programs, EWSolutions has built the data foundations that make AI and advanced analytics actually work – at the organizations where data failure is not an option.

“Mayo Clinic’s Enterprise Data Trust is already realizing palpable success from our cancer center projects, enabling analysis of clinical trial capture and accrual patterns, patient volumes, and clinical trial patient filtering. An infection analytics project standardized data definition and capture of infection-related case data across the enterprise – enabling a single standardized, enterprise-based reporting and analysis environment.”

Mayo Clinic
Enterprise Data Trust - Published in JAMIA, Scholarly Journal of Informatics in Health & Biomedicine

“As Chief Data and Security Officer at UHG’s Ingenix division, I engaged EWSolutions to guide us through a transition of our massive data sets and deploy a Data Governance framework. David Marco sent his top professionals to assist us. They blended with my staff, quickly gained the confidence of our business partners, and ensured all activities were focused on our immediate and long-term needs so ARRA and strict regulatory standards could be met.”

Ronald R. Schrimp, Sr.
SVP & Chief Data and Security Officer, UHG / Ingenix

“David Marco and his company EWSolutions have consistently delivered successful Data Warehouse and Metadata Management implementations for several decades. Their unique blend of thought leadership and practical implementation is now leading the way in the rapidly evolving Data Governance arena. ASG has been very pleased with the results of combining EWSolutions’ methodologies and expertise with our world-leading metadata solutions.”

Ian Rowlands
Vice President of Product Management, ASG

“Right from the start David Marco understood the business need and strategic technical challenges of our corporate initiative. The knowledge, breadth of skills, and versatility of EWSolutions provided the program management, technical support and mentoring which the data warehouse team needed to successfully implement the merged organization’s first reporting data mart – ahead of schedule.”

Monica B. Cunningham
Director of Information Resource Management, Harvard Pilgrim HealthCare

“David Marco is a real visionary in data management. At the same time, he and the consultants at EWSolutions understand the everyday challenge of managing the enterprise’s data responsibly. Most practitioners can do one but not the other. EWSolutions has the skill and savvy to do both – as well or better than anyone I’ve met. They always worked in the spirit of partnership and were consistently flexible to the changing needs of our project.”

Stephen C. Grohovsky
Manager, Consumer/Product Services, Thomson Consumer Electronics

What Data Leaders Ask

AI Data Management FAQs

The questions CDOs and technology executives ask most when evaluating an AI data management partner.
AI data management is the discipline of preparing, governing, and maintaining the data that enterprise AI and machine learning models depend on. It encompasses data quality, integration, lineage, governance, and architecture – everything that determines whether an AI system learns from reliable information or produces unreliable outputs. EWSolutions builds the complete data foundation that makes AI investments viable, not just ambitious.
The most common cause of AI project failure is not the model – it is the data feeding it. Siloed systems, inconsistent definitions, poor data quality, and ungoverned pipelines all undermine AI performance before a single prediction is made. EWSolutions addresses these root causes directly, which is why our clients see measurable AI performance where previous initiatives stalled.
An AI data readiness assessment evaluates your current data landscape against the requirements of your AI use cases – examining data quality, completeness, lineage, accessibility, and governance. EWSolutions delivers a structured findings report with a prioritized remediation roadmap, so your team knows exactly what must change before AI investment scales.
Data governance defines who owns data, how it is defined, and how its quality is enforced – all of which directly determine what an AI model learns. Without governance, AI systems are trained on data that is inconsistently defined, poorly maintained, and potentially non-compliant. EWSolutions integrates governance into the AI data pipeline so models are built on foundations that are both technically sound and organizationally trusted.
Timeline depends on the complexity of your data environment and the scope of your AI use cases. EWSolutions typically delivers initial AI data architecture and quality improvements within 60-120 days, with measurable improvements to model performance visible within the first program phase. Our proprietary methodology eliminates the trial-and-error that inflates timelines at other firms.
EWSolutions has delivered AI data management programs across healthcare (Mayo Clinic, Harvard Pilgrim, Ingenix), financial services, federal agencies (FBI, DoD, FAA), consumer goods, energy, and technology. Any organization deploying AI in a regulated environment or at enterprise scale benefits from EWSolutions’ approach – where data quality and governance are treated as prerequisites, not afterthoughts.
Ready to Make Your AI Investments Work?

28 Years. 155+ Programs. Zero Failed Engagements.

AI without governed data is an expensive experiment. EWSolutions builds the data foundations that make enterprise AI deliver real outcomes. Schedule a strategic consultation with David Marco, PhD, President & Executive Advisor.
  • AI-ready data architecture
  • Senior leadership on every engagement
  • Proprietary methodology - not off-the-shelf
  • GSA Contract Holder

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