Scaling Continuous Improvement with AI-Driven Agility
Details
Most organizations treat agility assessments as a checkbox exercise: a flurry of surveys that result in static dashboards and very little actual change. For leaders, the challenge isn’t a lack of data, it’s the "so what?" factor. How do you turn raw assessment scores into actionable improvements that a Scrum Master and other roles in a scaling context can actually use and an executive can actually trust?
In this session, Ludvig Åhlin explores a shift from manual, top-down evaluations to a bottom-up, AI-augmented approach to agile improvements. We will look at how to move past "gut-feel" coaching and use AI to synthesize complex data into tailored improvement reports for every level of the organization.
Ludvig will also demonstrate a live AI-driven tool that transforms raw data into context-specific action plans, showing how you can get practical in scaling the brains of an Agile Coach across entire Portfolios.
What We’ll Cover:
- The Assessment Trap: Why traditional agility assessments fail to drive real behavioral change.
- AI as the Analytical Engine: How to use AI to find the "signal in the noise" across teams and portfolios.
- Tailored Roadmaps: Generating role-specific improvement actions that empower teams to own their own growth.
- Live Demo: A walkthrough of an AI-driven system that automates the journey from data collection to actionable execution.
Bio:
Ludvig Åhlin helps complex organizations bridge the gap between agile theory and data-driven execution. With over a decade of experience across telecommunications, manufacturing, and banking, Ludvig specializes in making "continuous improvement" a measurable reality rather than a corporate slogan.
As a SAFe SPCT candidate, he focuses on the mechanics of scaling, specifically how to leverage AI and automation to protect team health while maximizing business value. Ludvig is dedicated to moving the industry toward "Invisible Agility," where data-driven insights replace guesswork, allowing leaders to lead and teams to thrive.