Research Insights

Data-driven insights on legacy modernization, cloud migration, and technology transformation projects.

Why Modernizations Fail: A Guide to Avoiding the Common Traps

Cut through the noise with a practical guide to legacy system modernization. Learn to assess risk, choose the right strategy, and measure success.

Legacy Application Modernizationlegacy system modernizationapplication modernizationtechnical debtcobol migrationcloud migration

Jan 21, 2026

Lift and Shift Meaning: What It Is and Why It Often Underperforms

Discover the true lift and shift meaning. This guide covers the hidden costs, technical risks, and trade-offs behind why these migrations often underperform.

Cloud Modernizationlift and shift meaningcloud migrationapplication modernizationlegacy systemsrehosting

Jan 20, 2026

Why Modernization Efforts Suffer from Visibility Gaps

Explore failure patterns in observability in modernized systems, learn why tools miss the mark, and discover a practical strategy that delivers real value.

DevOps & Platform Modernizationobservability in modernized systemscloud native observabilitymicroservices monitoringobservability strategyAPM

Jan 10, 2026

Contract Testing Microservices and Legacy Systems: A Pragmatic Guide

Discover how contract testing microservices legacy prevents integration failures and enables safe modernization.

Legacy Application Modernizationcontract testing microservices legacymicroservices testinglegacy system integrationpact contract testingapi contract testing

Jan 9, 2026

Why Application Migrations Miss Deadlines: The QA Strategy Problem

Explore a risk-driven approach to automated testing for migrated applications, integrated into your CI/CD pipeline to prevent costly failures.

DevOps & Platform Modernizationautomated testingapplication migrationci/cd pipelinerisk-driven testingmigration strategy

Jan 8, 2026

Coupling and Cohesion in Legacy Code: A Modernization Guide

Master coupling and cohesion in legacy code to de-risk modernization. Learn metrics, diagnose issues, and refactor with confidence.

Legacy Application Modernizationcoupling and cohesionlegacy codesoftware modernizationtechnical debtrefactoring

Jan 7, 2026

Brownfield vs. Greenfield Modernization: A CTO's Decision Guide

Choosing between brownfield vs greenfield modernization? This guide provides a data-driven framework for CTOs to evaluate costs, risks, and strategic value.

Legacy Application Modernizationbrownfield vs greenfield modernizationlegacy modernizationapplication modernizationcloud migrationcto decision guide

Jan 6, 2026

Dark Launching New Architecture: A Practical Low-Risk Guide

Learn how to use dark launching new architecture to safely deploy major changes. Reduce risk and validate performance with real traffic, not just staging data.

Legacy Application Modernizationdark launching new architecturesoftware deploymentrisk mitigationarchitecture migrationtraffic shadowing

Jan 5, 2026

API-Led Connectivity for Legacy Systems: A Pragmatic Approach

A practical guide to modernizing with API-led connectivity legacy. Learn the architecture, business case, and common pitfalls to avoid costly mistakes.

DevOps & Platform Modernizationapi-led connectivity legacylegacy modernizationapi integrationenterprise architectureapplication modernization

Jan 4, 2026

Feature Flags in Legacy Modernization: A CTO's Guide to Safer Migration

Master safer modernization with practical patterns, rollout stages, and platform checks for feature flags in legacy modernization.

Legacy Application Modernizationfeature flags in legacy modernizationlegacy modernizationrisk managementdevopsapplication modernization

Jan 3, 2026

Refactoring vs Rewriting Code: A Decision Framework for Tech Leaders

Compare refactoring, component replacement, and system rewriting by constraints, risk, and cost. Build a business case with explicit assumptions and tradeoffs.

Legacy Application Modernizationrefactoring vs rewriting codetechnical debtlegacy modernizationcode qualitysoftware architecture

Jan 2, 2026

Mainframe Data Migration Strategies: A CTO's Survival Guide

Explore proven data migration strategies for mainframes. Learn to navigate rehosting, refactoring, and common technical pitfalls to ensure project success.

Mainframe Modernizationdata migration strategies for mainframesmainframe modernizationlegacy data migrationcloud migrationcobol data

Jan 1, 2026