Migration & Modernization
Everyone Adopted AI. Why Is Tech Debt Still Growing? And Two Moves To Close The Gap.
Most enterprise engineering organizations have deployed AI tooling broadly across teams. The per-team productivity gains are real. But end-to-end improvement hasn’t followed. Backlogs aren’t shrinking. Cycle times haven’t compressed. Tech debt is still growing. The tools aren’t broken. The problem is structural: each team accelerated independently, and the spaces between them are now the entire […]
A Framework for Accelerated Modernization and Technical Debt Reduction
Introduction Today’s evolving technology ecosystem demands a new approach to technical debt reduction. While traditionally viewed as a software development concern or cloud migration challenge, technical debt represents the cumulative impact of every technology decision, infrastructure design, security practice, and postponed improvement across the entire IT portfolio. This blog post provides a pragmatic approach to […]

