Legacy system modernization approaches span six proven strategies, from rehosting to replacing, now accelerated by AI tools that cut timelines and reduce risk.
How AI-Accelerated Software Development Is Changing Engineering Teams
Over the past year, weโve had a lot of conversations with developers and engineering leaders asking the same question: โIs AI going to replace software engineers?โ Itโs a fair concern. AI coding tools can now generate code, write tests, and handle implementation work that used to take hours. But thatโs not what weโre seeing in real enterprise software development environments …
Inside Anthropicโs Emerging Partner Ecosystem: What Keyhole Is Seeing and Applying in Enterprise AI
Keyhole Software was selected to participate in Anthropicโs emerging ecosystem and invited to the 2026 Partner Summit. Here is what we are seeing firsthand and how we are applying it in real enterprise AI development and software delivery. AI vendors are no longer just releasing models. They are building ecosystems. Anthropic is at the forefront of this shift, building an …
Agentic AI Delivery in Practice: Autonomous Enterprise Execution with the Ralph Loop
Agentic AI delivery is a software delivery model where autonomous agents execute development tasks inside a governed software development lifecycle (SDLC), operating within architectural guardrails, dependency-ordered backlogs, and test-gated workflows. In Part 1 and Part 2 of this series, we introduced agentic AI delivery as an enterprise software delivery model and explored how governed, autonomous execution can operate within a …
AI Software Development Costs 2026: Enterprise Spending, TCO, and ROI Analysis
2026 analysis of AI software development costs exploring enterprise spending trends, total cost of ownership (TCO), build-vs-buy decisions, and how AI-accelerated development is reducing delivery timelines and improving ROI for CTOs and engineering leaders.