Beyond the Language Model
Why regulated industries need layered AI architecture, and what that looks like in practice.
Read the paper →Joakim Isbjörk · Head of Product at Roaring
Leading product.
Putting AI to work.
I lead the product team at Roaring, set product priorities and develop how we discover, validate and build products with AI. My focus is on giving people the direction, responsibility and support to achieve more.
How I lead product and put AI to work
A one-minute introduction to how I connect customer needs, business goals and AI with clear direction and ownership.
How I approach AI
Decision Pipeline
An interactive explanation of how I approach structure, validation and human oversight in AI-supported decisions.
Open the pipeline →Input
Structured
Rules
AI
Validation
Evidence
Human
Seven stages, from registered input to a human decision. The final call stays with a person.
Selected writing
Structure Before Intelligence
A walkthrough of why deterministic logic has to come before probabilistic reasoning.
Watch the talk →AWS & CloudZone Roundtable, Stockholm
Notes on AI adoption, EU AI Act readiness, and leading teams through transition.
Read the reflection →