Why Your Database Architecture Strategy Is Still Driven by a 50-Year-Old Problem
How database normalization still shapes modern architecture and why its original business problems remain relevant to executives today.
Articles for business owners replacing fragile systems, improving data, and applying AI to real operational problems.
How database normalization still shapes modern architecture and why its original business problems remain relevant to executives today.
Why data crosswalks are a strategic control for business continuity, data integrity, financial accuracy, and successful system migration.
Why executives should treat improbable software behavior as an operational risk instead of dismissing it as an edge case.
A practical phased approach to replacing Microsoft Access applications while protecting daily business workflows.
Warning signs that a Microsoft Access database has become a bottleneck, operational risk, or growth constraint.
A practical guide to choosing AI projects that reduce friction, save time, and support measurable business outcomes.