This edition explores how that capability takes shape in real work. From frameworks that help teams learn, to habits that make AI more effective, to examples of where it is already improving services, each piece shows how curiosity turns into confidence.
These systems were not built for scale or for the complexity of modern digital life. As people move between roles, devices and services, the cracks begin to show.
Our Hippo headliner
Building capability with AI: Lessons from a framework that works
By Rheanna O'Donoghue
Teams across sectors are asking how to make AI useful to their work without losing sight of responsibility. A practical framework is helping them do just that, starting with the basics, moving into live challenges and building confidence step by step.
It is an approach grounded in learning through doing, where responsibility and experimentation sit side by side.
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Designing better prompts:
A simple framework to make artificial intelligence more useful
By Josh Healey Principal Consultant, Content Design
Good AI starts with good inputs. A few simple habits can turn prompting from chance into craft, bringing structure, clarity and care to the way people interact with these tools.
When prompting is treated as a design skill, teams not only get better results, they also think more clearly about how they frame ideas.
When prompting is treated as a design skill, teams not only get better results, they also think more clearly about how they frame ideas.
Snippets
From ideas to impact: How responsible AI is improving real services
Across different organisations, small experiments are showing how AI can make a genuine difference when responsibility comes first.
Recent projects have improved communication, accelerated developer support and helped clinical teams prioritise patient care. Each one began with a question and grew through collaboration, trust and curiosity.
01: Improving everyday communication
A public service team used an AI language model to instantly predict the correct, most cost-effective postage classification for their physical letter templates. This simple, cloud-based tool cut a weeks-long review process down to minutes, significantly reducing mailing costs and giving the team back valuable time.
02: Making technical support faster and more collaborative
A digital delivery team implemented a retrieval-based chatbot, trained on verified documentation, to provide real-time answers to complex technical support questions. This reduced developer response times from days to minutes, speeding up delivery and fostering better collaboration across the entire engineering team.
03: Supporting clinical prioritisation through prediction
Working alongside clinicians and pharmacists, a digital team built a predictive model using existing patient data to highlight those at the highest risk of medication complications each day. This provided a clear, daily view that helped staff focus their limited time on the most urgent cases, leading to more timely support for patients.
Recent events
Turning conversations into capability
Across recent events, our teams have joined others to explore how technology can strengthen human capability. Each conversation has been a chance to listen, learn and share how progress begins through collaboration and curiosity.
Like the conversations behind them, these moments help us grow in confidence and understanding, building capability through connection.