About Software Modernization Intelligence
Market intelligence for software modernization decisions. Data-driven research, migration guides, and vendor analysis.
What We Do
Software Modernization Intelligence is the only place with verified cost, timeline, and outcome data on 3,733+ real modernization projects — so engineering leaders can budget, plan, and shortlist vendors before a single sales call. We aggregate and analyze data from real migration projects to produce cost benchmarks, success rates, timeline estimates, and vendor comparisons across every major modernization domain — from mainframe-to-cloud transitions to database migrations and language conversions.
Our research is designed for engineering leaders, CTOs, and procurement teams who need evidence-based guidance when evaluating modernization options. Instead of relying on vendor marketing or anecdotal experience, we compile structured, comparable data that supports defensible decision-making at the enterprise level.
Our Methodology
Every migration path and vendor profile on this site is built from publicly available case studies, analyst reports, vendor disclosures, and procurement records. We aggregate project outcomes across organizations of varying sizes, industries, and technical maturity levels to produce median cost ranges, success rate benchmarks, and realistic timeline estimates. Data is presented as ranges rather than point estimates to reflect the inherent variability across different organizational contexts.
Our research covers 35 distinct migration paths organized across 12 thematic hubs. Each path includes decision criteria, alternative approaches, AI-assisted tooling options, and vendor landscape analysis. We update our data on a rolling basis as new case studies and disclosures become available, and every path notes its last review date and sample size so readers can assess recency independently.
Our Mission
Software modernization is one of the largest categories of enterprise IT spending, yet the available intelligence is fragmented across vendor white papers, conference talks, and word-of-mouth recommendations. Our mission is to replace that fragmentation with structured, source-backed data that helps technology leaders make evidence-based modernization decisions — choosing the right migration path, the right partner, and the right timeline for their organization's specific context.
We prioritize depth over breadth. Every migration path included here has sufficient real-world data to support actionable guidance, rather than speculative coverage of emerging paths without track records. The goal is to provide the kind of structured, comparable intelligence that engineering leaders and procurement teams can use directly in business case development and vendor evaluation.