A founder-built application created with AI coding tools ran into common AI-assisted development challenges, including missing source code and performance issues. Keyhole Software reconstructed the system, optimized Python processing, and enabled a successful launch. A client without a formal software background spent close to a year building a stock alerting app, mostly using AI-assisted coding tools and a lot of …
Keyhole Software partnered with a B2B travel media organization to design a secure, enterprise-grade generative AI proof of concept using Retrieval-Augmented Generation (RAG). The project validated a scalable approach for accessing complex datasets with natural-language queries while maintaining governance, traceability, and operational control.
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 clientโs system. Download the case study –
Keyhole Software partnered with a national manufacturing organization to modernize and automate core production and order-management workflows. What began as a targeted automation initiative has, due to measurable results and delivery quality, been extended multiple times over 2.5 years and is still ongoing. The effort replaces manual, spreadsheet-driven processes with modern applications that improve efficiency, reduce errors, and provide near …
About the Client The client is a not-for-profit, integrated health system headquartered in the Midwestern United States. As one of the regionโs largest healthcare providers, the organization manages a broad network of hospitals, outpatient clinics, and community health programs. Their internal development teams maintain multiple Java-based applications critical to clinical operations and data analytics. Overview This health system partnered with …