AI-first work redesign
Map the real decisions in a workflow, identify where AI changes capacity or control, clarify human judgement and redesign roles around the new system.
Current practice
Redesigning work for an AI-enabled world.
I help organisations move beyond adding AI tools to old processes and start changing the work, roles, controls, data culture and learning systems around them.
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In brief
What does J3J do now?
J3J is James Jackson’s practice at the intersection of AI, organisational design, transformation, data and experience. James is Data Culture and AI Lead at Hiscox, promoting AI and data literacy globally. The wider work ranges from AI-enabled operating models and manager capability to room-scale simulations and working digital prototypes.
Four connected areas of work
AI and data culture
Build practical capability for managers, leaders and teams through hands-on challenges, reusable patterns and experiences that make people want to apply what they learned.
Games and simulations
Turn strategic uncertainty into a facilitated environment where people make decisions, see consequences and discuss the organisation they created.
Prototypes and tools
Build enough of the system to test the idea properly: interactive workflows, web applications, room experiences and decision-support interfaces.
How the work is different
The aim is not to make transformation look engaging. It is to make the system understandable enough that people can act on it.
Ways to work together
The starting point is usually an organisational question that needs to become clearer, testable or usable.
Organisational diagnosis
Map decisions, workflows, roles and controls to identify where AI changes the work—and where human judgement must remain explicit.
Capability programmes
Create practical learning for leaders, managers and teams through facilitated challenges, reusable working patterns and applied experimentation.
Simulations and workshops
Build a facilitated decision environment that lets people experience trade-offs, consequences and competing organisational priorities together.
Prototypes and experiences
Turn an emerging proposition into a working interface, digital prototype or room-scale experience that people can test and challenge.
Explore the practice and evidence
Games, simulations and prototypesSeven current ScenarioSphere projects and the questions they explore.Use the Digital Strategy CardsTen practical decks for meetings, projects, AI, design thinking and automation.Transformation and leadership experienceThe roles and delivery history beneath the current practice.Try the decision labA short public example of the decision-and-consequence approach.How the disciplines connectThe full professional story behind J3J.