Step 1 of the Keyhole Legacy System Assessment Framework highlighting Application Inventory as the starting point for legacy application modernization, with the first step emphasized in a four-step modernization process.

Legacy Application Inventory: How to Identify and Assess Your Systems

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You can’t modernize what you can’t see. Most organizations don’t have a complete, current view of their application portfolio. Systems accumulate through growth, acquisitions, and tactical decisions. Ownership becomes unclear, usage declines, duplicate capabilities emerge, and maintenance costs continue long after the original business need has changed. Before making modernization decisions, organizations need a clear understanding of what they own, …

Infographic introducing the Keyhole Legacy System Assessment Framework, showing a four-step process consisting of Application Inventory, Modernization Readiness Assessment, Application Portfolio Prioritization, and Modernization Sequencing Strategy for planning legacy application modernization.

Legacy System Assessment Framework: How to Audit, Score, and Prioritize Your Application Portfolio

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Learn a practical four-step framework for legacy system assessment, application portfolio prioritization, and modernization planning. Build an executable roadmap that reduces risk and aligns technology investments with business goals.

Digital Transformation Statistics 2026: Market Size, Industry Adoption, ROI, and the Agentic AI Acceleration Angle

Keyhole Software Agentic AI & AI-Accelerated Development, All Industries, Articles, Artificial Intelligence, Modernization, Retrieval-Augmented Generation (RAG) Leave a Comment

2026 digital transformation statistics: market sizing across leading research firms, industry adoption rates, ROI benchmarks, enterprise vs. mid-market patterns, and how agentic AI is changing transformation delivery economics.

Header image for a Keyhole Software article by Austin Powell about using LLMs and AI-assisted discovery to understand, document, and modernize a legacy Delphi application. The image highlights transforming a "black box" system into a documented architecture blueprint and delivering a modernization project in approximately half the original timeline.

How We Used LLMs to Understand and Modernize a Legacy Delphi Application

Austin Powell .NET, Agentic AI & AI-Accelerated Development, All Industries, Articles, Artificial Intelligence, Modernization Leave a Comment

Many legacy modernization projects start with a simple question: what does this thing actually do?

In this project, we were modernizing a decades-old Delphi application with limited documentation, no meaningful test coverage, engineers long since moved on, and significant unknowns about the environment in which it operated.

Modernizing legacy systems is challenging, particularly when documentation is limited and system knowledge has been lost over time. When LLMs and AI are applied thoughtfully, they can help teams understand legacy systems faster and reduce modernization risk.

This article focuses on how we used LLMs to understand, document, and de-risk an unfamiliar legacy system before modernization began. Once the application was understood and the architecture was defined, the team leveraged AI-assisted development workflows to accelerate the Delphi-to-.NET rewrite itself. Evan Sanning shares that side of the project in his companion article, How We Used LLMs to Rewrite a Legacy Delphi Application in C#.

Legacy Modernization Trends: 2026 Market Size, Growth Drivers, and Enterprise Adoption Data

Keyhole Software Agentic AI & AI-Accelerated Development, All Industries, Architecture, Articles, Artificial Intelligence, Automation, Cloud, Modernization Leave a Comment

2026 legacy modernization trends: market size data, growth rates, regional breakdowns, and industry adoption stats from 8+ analyst sources.