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Signal
AI Advantage Is Becoming a Learning Race
Your competitors are not ahead because they can buy better AI tools. They are ahead when their organisations learn from AI faster than yours does.
Samuel Ndiritu4 min read
Insight
What Digital Acceleration Tools Actually Are
Digital Acceleration Tools -- DATs -- are platforms and methods specifically designed to shorten the time between having a digital capability on your roadmap and having it operating in production. They are not a single product category. DATs is the umbrella term for a set of…
4 min read
Insight
The DT2.0 Transformation Levers Explained
Most transformation programmes stall not because leaders lack ambition, but because they activate the wrong things in the wrong order. Five structural levers separate organisations that build lasting digital capability from those that cycle through initiatives without…
6 min read
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Workforce shifts to watch
Signal
Intelligence Is the Growth Engine Scale Cannot Replace
Scale gives an organisation reach. Intelligence gives it timing now.
4 min read
Insight
The DT2.0 Transformation Levers Explained
Most transformation programmes stall not because leaders lack ambition, but because they activate the wrong things in the wrong order. Five structural levers separate organisations that build lasting digital capability from those that cycle through initiatives without…
6 min read
Signal
The Economy Still Has Sectors. Value Has Moved to Platforms.
Your sector is not disappearing. The value around it is being reorganised.
4 min read
Signal3 min read
Executive Brief: Productivity and Learning — Decision Points
The half-life of a professional skill has fallen from over a decade in the 1980s to four or five years today, and to roughly two to two and a half years for technical and AI skills (industry analyses, 2026). The World Economic Forum estimates that the larger share of AI's…
Research4 min read
AI-Augmented Work: Scenarios 2026-2030
In mid-2026, AI augmentation of knowledge work has passed the stage of experimentation and entered uneven institutionalisation -- the defining condition for D5 (Digital Workers and Workspace) in this cycle. McKinsey's June 2026 State of AI report estimates that 68% of…
Deep Analysis3 min read
The Deflection Trap: How Financial Services AI Is Getting Customer Operations Wrong
Klarna deployed AI in its customer operations in February 2024 and publicly claimed it was performing the equivalent work of 700 human agents. By May 2025, the company had begun rehiring human agents -- citing customer experience quality as the reason. The deflection trap is…
Insight8 min read
Explainer: How the AI-Augmented Work Framework Works
Most people using AI tools at work are improving their speed. A smaller number are improving the quality of their output. Almost none are deliberately improving how they collaborate with AI over time. The AI-Augmented Work Framework is built for that third group, and it is…
Insight5 min read
The Work Unit: What AI Can't Take From You
Your employer owns your job. That has always been true. What's changing — fast — is that AI is now doing significant parts of it.