Closing the AI Effectiveness Gap: Strategies for High-Performing Software Teams
Many teams have started using AI, but few have seen a significant impact on their overall delivery value. Why? Because individual productivity tools don't automatically translate into team effectiveness. In this hands-on workshop, we move beyond "Vibe Coding" and basic prompts. We explore how to integrate AI into the entire Software Development Life Cycle (SDLC) to eliminate bottlenecks, shorten feedback loops, and ensure that AI handles the grunt work while the team retains control over domain logic and quality.
In this workshop, we address the "AI Effectiveness Gap"—the space between adopting AI tools and achieving real business value. Participants will learn a role-based methodology to coordinate AI usage across the team, ensuring that AI-generated output aligns with architectural standards and user needs.
Key modules include:
- Mastering Context Engineering: How to create and coordinate shared context across the SDLC to get consistent, high-quality results.
- AI-Enhanced Workflow: Practical strategies for integrating AI into requirements, architecture, testing, and documentation.
- Managing Tech Debt: How to use AI to reduce existing debt instead of generating new complexity.
- Human-in-the-Loop Excellence: Establishing validation patterns where domain expertise remains the ultimate guardrail.
Practical takeaways:
- A roadmap for transitioning from ad-hoc AI usage to a structured, team-based AI strategy.
- Frameworks for avoiding "FOMO" by building a model-agnostic methodology.
Björn Persson is an Agile Coach and Strategic Advisor at ProAgile, specializing in helping software organizations improve their delivery flow and team dynamics. With a deep background in agile methodologies, Björn focuses on bridging the gap between business value and technical execution.
Currently, he is at the forefront of the AI transformation, helping teams move beyond the hype of individual productivity tools toward integrated, high-performing AI workflows. He frequently collaborates with international experts to deliver hands-on workshops that combine strategic leadership with practical engineering excellence.