Why Most AI Adoption Stalls
Most AI adoption does not fail because the models are inaccessible. It stalls because organizations stop at access and never design an operating model around use.
Research & Analysis
Analytical reports, operational frameworks, and research notes from WBA's independent practice.
PC Performance Degradation Patterns: Cost-Benefit Analysis of Hardware vs. Optimization
Decision analysis framework comparing technology replacement versus remediation. Modeled case study demonstrates how systematic diagnostic approaches reveal configuration solutions with 10-70× ROI compared to premature hardware replacement cycles.