AI-Assisted Development Challenges: Rebuilding a Stock Alerting Platform

Rebuilding and Scaling an AI-Generated Stock Alerting Platform

Shaylee Webb AI, Banking & Finance, Project Recovery, Python Leave a Comment

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 …

backend modernization for pet insurance company using ai accelerated development

AI-Accelerated Development in Practice: A Repeat Client Modernization Story

Lauren Fournier Bogner .NET, AI, Application Rewrite, Case Study, Insurance, IT Strategy, Platform & Infrastructure

This case study shows how architect-led, AI-accelerated engineering enabled a lean team to replace a legacy platform dramatically faster while maintaining enterprise-grade security and governance, including key takeaways that can apply to any modernization effort. A trusted Kansas City insurer returned to Keyhole to lead a mission-critical modernization. With two senior Keyhole consultants leading architecture and delivery, the program is on track to replace the entire platform โ€” UI, services, database, and administrative tooling โ€” in approximately five months through structured, AI-accelerated workflows, rather than the 18-24 month estimated without AI tooling.

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 clientโ€™s system. Download the case study –

EnterpriseGPT, Secure AI Chatbot

Lauren Fournier Bogner AI, AWS, Cloud, JavaScript, Keyhole Creation, New Development, React, TypeScript Leave a Comment

Secure, Enterprise-Ready AI Assistant for IT Teams

EnterpriseGPT is a proprietary web application developed by Keyhole Software that provides a customizable, secure AI chatbot experience tailored for enterprise IT organizations. Built to work with OpenAI’s GPT-3.5 and GPT-4.0 APIs, EnterpriseGPT enables teams to harness the power of large language models while maintaining strict control over sensitive data and internal code.

This purpose-built solution showcases Keyhole Software’s deep expertise in secure AI integration, modern application architecture, and enterprise-scale deployments.