Orchestrating Human-AI Software Delivery: A Retrospective Longitudinal Field Study of Three Software Modernization Programs

Most AI tools improve how individuals write code. But enterprise software is delivered by teams—across planning, implementation, validation, and release.

This paper presents a benchmark study of agentic software delivery across three real-world modernization programs and five delivery models. The results show what happens when AI agents are orchestrated across the full software development lifecycle, working alongside human teams in a shared system.

The outcome: faster delivery, lower engineering effort, and higher first-release quality.

Download the paper to see how hybrid human–AI teams compress the entire SDLC—and turn software delivery into a measurable competitive advantage.

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Research-backed insights and benchmark studies designed to help you understand how modern teams deliver software with human–AI collaboration.

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Explore our resourcesResearch-backed insights and benchmark studies designed to help you understand how modern teams deliver software with human–AI collaboration.

Explore our resources

content type

Explore our resources
Research-backed insights and benchmark studies designed to help you understand how modern teams deliver software with human–AI collaboration.