Advantages of Custom Software Development: A Technical Decision Framework

Keyhole Software All Industries, Articles, Keyhole Perspectives 1 Comment

The build-versus-buy decision represents one of the most consequential technology choices facing mid-size to enterprise organizations. When existing systems constrain operations, internal teams lack bandwidth, or off-the-shelf platforms cannot accommodate complex workflows, technical leaders evaluate custom software development against commercial alternatives.

Drawing on industry data indicating that 67% of failed software implementations stem from incorrect build versus buy decisions¹, this guide examines eight key advantages of custom software development through a technical and financial decision framework designed for engineering leaders, architects, and executives evaluating when custom solutions outperform commercial alternatives.

What this guide covers:

Scalability advantages and architectural control that eliminate vendor pricing constraints…

AI-Accelerated COBOL Modernization For Grocery Client, picture of generic produce

AI-Accelerated COBOL Modernization to Spring Batch

Lauren Fournier Bogner AI, Case Study, Java, Kubernetes, Mainframe, Modernization, New Development, Proof-of-Concept, Retail & eCommerce, Spring Batch

Case Study: Modernizing Legacy COBOL Batch Processing for a Leading Food Wholesaler

Keyhole Software successfully modernized a legacy COBOL batch processing system, addressing inefficiencies and integration challenges through an AI-optimized POC. Keyhole accelerated development efforts by 20-30% leveraging AI-driven tools in the migration from COBOL to Spring Batch, enhancing scalability, maintainability, and cloud-native capabilities for the client’s system. Download the case study –

uv for Python blog post with photo of author Brian Buchta and listed key blog topics

uv for Python: A Fast, Modern Package Manager (Features, Setup & Limitations)

Brian Buchta Articles, DevOps, Python Leave a Comment

uv is a modern, Rust-powered package manager that brings speed, simplicity, and consistency to Python development. In this article, we break down what uv is, why it’s gaining traction, and how it improves dependency management, virtual environments, project setup, and overall workflow. We’ll also explore its limitations and walk through a quick example to help you understand where uv shines in real-world development.

Bridging the Communication Gap Between Software Teams and Business Stakeholders

Evan Sanning Agile, Articles, Consulting, Development Technologies & Tools, Project Management, Soft Skills Leave a Comment

Miscommunication between technical and non-technical teams leads to wasted effort, missed opportunities, and damaged customer trust. This blog breaks down why the gap persists, the real organizational cost, and practical ways to create shared language, aligned incentives, and value-driven collaboration. Learn how teams can transform communication into a strategic advantage.