TOUCHSTONE DATA

Insights

Practical guidance on data governance, AI governance, software architecture, and the future of agentic AI development. Written by Joshua Garza.

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Leadership & Strategy

Building a Data Strategy When Your Organization Has Never Had One

Many organizations collect data for years before anyone asks what they're doing with it. Here's how to build a practical data strategy from zero — one that executives will fund and teams will actually follow.

Joshua Garza

Topics We Cover

Data Governance

Maturity assessments, policy development, stewardship, data quality culture

AI Governance

EU AI Act, NIST AI RMF, AI system inventory, bias testing, compliance

Software Architecture

Technical debt, modernization, microservices, API design, cloud migration

Agentic AI

Dark factory principles, scenario-based validation, autonomous agents, Digital Twin environments

Data Quality

Data quality rules, observability, monitoring, SLAs, tools and frameworks

Leadership & Strategy

Data strategy, technology leadership, team building

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