We help enterprises build AI-ready data foundations by combining deep Master Data Management expertise with modern AI architecture — so your data works harder, smarter, and faster.
End-to-end Master Data Management deployment across Profisee, Informatica, and Stibo STEP. Architecture design, data modeling, matching rules, survivorship configuration, and stewardship workflows — built for scale and enhanced with AI-powered data quality.
Strategic advisory for CDOs and data leaders standing up new MDM programs or modernizing legacy systems. AI integration roadmaps, agentic data quality workflows, vendor evaluation, and enterprise data governance frameworks designed for the AI era.
Production-grade AI system design connecting intelligent agents to your data platforms. Multi-agent orchestration, MCP server development, Claude API integration, and AI-powered automation for data matching, stewardship, and decision support.
Medallion architecture design and implementation with Azure Data Factory, Microsoft Fabric, Snowflake, and Databricks. Data pipeline development, lakehouse architecture, and cloud migration strategies that create AI-ready data foundations.
Enterprise data governance program design with dynamic data masking, role-based access controls, and audit frameworks. Purpose-built for regulated industries where data privacy and compliance aren't optional — they're foundational.
Workflow automation and AI integration for ServiceNow environments. Intelligent ticket routing, automated change management, and AI-powered ITSM processes that reduce manual work and accelerate service delivery across your organization.
Patient data governance, clinical system integration, and HIPAA-compliant data management
Advisor data management, compliance reporting, and regulatory data governance
Student records management, enrollment system integration, and district-wide data quality
Product data management, vendor master governance, and supply chain data harmonization
Operational data integration, process automation, and cross-system data consistency
We've built and optimized MDM programs across some of the largest organizations in the country — school districts, financial firms, healthcare systems. This isn't theoretical knowledge. It's battle-tested expertise.
We don't bolt AI onto old approaches. We design data architectures that are AI-ready from the ground up — using the latest in agentic AI, Model Context Protocol, and intelligent automation to transform how organizations manage their most critical data.
Deep expertise across Profisee, Informatica, Snowflake, Azure, and Fabric means we recommend what's right for your organization — not what earns us the biggest vendor kickback. Platform-agnostic advice, platform-specific execution.
We don't just clean your data and leave. We build systems that get smarter over time — AI-augmented matching, automated stewardship, intelligent monitoring — so your data quality compounds instead of decaying.
Whether you're starting a new MDM program, modernizing legacy data systems, or exploring how AI can transform your data management — we'd love to hear from you.