Part 2 of my series focuses on what it took to move from “it works” to turning a prototype into a production app, something stable enough to depend on and run in production. Beyond new features, it explores the architectural decisions, infrastructure trade-offs, and real-world costs involved in turning a prototype into a production app. Many of those lessons don’t show up in code, but they are every bit as important for success once real users and real expectations are involved.
Building an app and a website is a significant commitment. Database design, stack selection, and architecture decisions have long-lasting consequences, and supporting both web and mobile interfaces adds another layer of complexity. Even with many years of experience building enterprise systems, wearing every hat (from engineering to operations) was challenging…
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.
Custom Software Development Process: Enterprise Best Practices Enterprise software development requires disciplined execution balanced with flexibility to adapt to changing requirements. Organizations implementing custom software projects are expected to deliver high-quality systems on predictable timelines while navigating legacy integrations, regulatory requirements, and evolving stakeholder needs. Industry research consistently shows that breakdowns in process—not tooling—are the leading cause of enterprise software …
Keyhole Software helps SaaS and technology organizations modernize platforms, scale cloud-native architectures, and build intelligent product features with 100% U.S.-based senior engineers. Our consultants accelerate roadmaps, improve performance, and deliver reliable, enterprise-grade software solutions.