Case Study
Upskilling 150 Leaders to Drive Operational Excellence and Strategic Growth at the AA
Accelerating Transformation with the AA
As a leading UK driving services provider, the AA is committed to using modern technology to improve operations and customer care. In a fast-moving digital market, the company knows that true competitive advantage comes from training its own people. By building a shared AI vocabulary across senior management, the AA ensures its high-level strategy aligns with day-to-day execution.
The Vision at a Glance
The AA partnered with Cambridge Spark to run an executive upskilling programme that turned strategic AI goals into practical operational results. By combining hands-on tool practice with clear security guardrails, the AA accelerated leadership skills and built strong business momentum.
150 senior leaders
trained across 3 cohorts to lead company-wide cultural and operational change.
Multiple capstone projects
deployed across business units, combining frontline copilots, decision intelligence, and automated workflows, unlocking potential multi-million-pound value creation.
Expanded team capacity & service
quality by automating routine admin tasks, allowing staff to focus on delivering high-touch member care.
Significant surge in leadership confidence
across core AI capabilities, including running pilots, assessing project viability, and leading change.
Setting the Ambition: AI with a Human Touch
The AA set out with a clear goal: put AI at the heart of its vision for Digital Convenience, Human Care. The goal isn't to replace the human touch, but to make work faster and simpler so teams can focus on what makes the AA special - care, creativity, and connection. AI will change how the business works, but not who it is.
To turn this vision into reality, the AA launched the Leading with AI programme, investing directly in its people to build long-term, internal capability rather than relying on external fixes. By carving out mandatory learning time, the enterprise actively tackled hesitation and gave its executive tier the practical, actionable knowledge needed to lead change within their specific teams.
Rather than letting a lack of understanding breed risk-aversion, this initiative positioned leaders to become educated risk-acceptors, empowered to move quickly, test practical applications, and guide the business into a more adaptive, efficient future.
Architecting a Human-Centred Executive Programme
Cambridge Spark worked with the AA to design a custom 12-week executive course tailored for senior leaders, focusing on building sustainable internal capability rather than relying on off-the-shelf software. The goal wasn't to turn executives into software engineers, but to demystify AI and help them master the "art of the possible."
To safely bridge theoretical concepts with commercial utility, the tech team deployed a secure instance of ChatGPT Enterprise protected by robust organisational guardrails. This safe environment gave leaders hands-on practice building 31 custom capstone prototypes grouped across five core operational frameworks:
- Coaches & Co-pilots: Assistants built to help frontline and operational staff in real time.
- Decision Intelligence: Data tools designed to improve strategic and financial choices.
- Knowledge & Bid Intelligence: Search tools that speed up documentation and communications.
- Customer Guidance: Tools focused on improving user experience and policy clarity.
- Operational AI: Workflows built to streamline high-impact business tasks and remove friction.
"Cambridge Spark has been amazing managing the top-down and the most senior leaders. Marrying up top-down upskilling with bottom-up initiatives ensures everyone feels equipped and capable around AI."
- Louise Benford, Chief People Officer at the AA
Driving Value Creation, Capacity Creation, and Service Improvements
The programme culminated in live prototype presentations judged by a senior panel, demonstrating a rapid evolution from isolated task automation to complex, cross-department workflows. Moving beyond personal productivity gains, graduates designed high-value solutions that solved systemic operational friction, delivering immediate returns alongside long-term strategic value across five core pillars:
- Value Creation: Identified opportunities for efficiency gains, commercial growth, and operational savings to deliver a high-impact, measurable financial return.
- Capacity Creation: Streamlined everyday operations and automated routine admin tasks, freeing up valuable staff capacity so teams can focus on delivering great care to members.
- Service Quality & Risk Mitigation: Enhanced service reliability and member experience while strengthening risk management through smarter decision frameworks and automated checks.
- Measurable Leadership Growth: Recorded up to a +53% surge in confidence for running AI pilots and testing project viability, empowering executives to lead organisational change and make data-informed decisions with clarity.
"This is business transformation. It's cultural transformation, not just technology transformation. 12 weeks ago, there was a lot of trepidation in the room. 12 weeks on, there's an air of confidence that we can do this stuff."
- Nick Edwards, Group Chief Technology Officer at the AA
The Road Ahead: Lasting Capability
By investing in 150 of its senior leaders, the AA built an internal engine for ongoing innovation. Combining structured education, safe trial environments, and real business projects created a repeatable model for growth.
As these AI prototypes move into full operational use, the AA continues to strengthen its market position, proving that real competitive edge happens when technology, security, and human-centred care work together.