RACV, the largest member organisation in Victoria founded in 1903, provides services across motoring and mobility, home, energy, and leisure. The organisation is systematically building the data infrastructure needed to underpin ambitious artificial intelligence deployment across customer-facing channels, marking the next phase of a digital transformation that began when it replaced legacy platforms with Salesforce in 2020.
The technical enabler is MuleSoft, which supports 400 integrations connecting satellite systems to the Salesforce ecosystem, paired with Salesforce Data 360, which RACV is using to help the contact centre team access knowledge base articles quickly and increase customer service efficiency. According to RACV's digital technology general manager, the organisation is still early in its journey with this technology, currently deploying it for compliance, observability, and auditability of existing AI pilots. But the ambitions are broader.
RACV has already deployed a knowledge virtual assistant in the contact centre that helps access the complex published knowledge base and put the right offer, information, and product in front of customers and members at the right time. The organisation is also experimenting with using customer call data to drive automation, alongside capabilities like call transcript summarisation, sentiment analysis, and automated call wrap-up.
What distinguishes RACV's approach is the explicit focus on brand protection and member experience. The organisation has established an "AI strategy, delivery and execution function" to govern which use cases proceed to production. RACV describes effective AI deployments as amplifying human interaction, giving time back to frontline staff to create moments that matter and taking away mundane tasks. Having insurance underwriting systems, travel management and emergency assist distribution integrated into one platform has contributed to a more stable IT environment and marked improvement in performance and stability of member-facing services.
The roadmap contemplates moving beyond contact centre efficiency into what RACV calls "agentic AI", with the organisation signalling plans to deploy autonomous agents that can assist staff and automate business transactions. The data foundations being established now are critical to this expansion, allowing these systems to be "grounded" with relevant information from across RACV's complex data ecosystem. According to RACV's CIO, frontline teams now have a richer understanding of members, including product holdings and interactions, enabling them to better anticipate needs and provide better experiences.
Capital allocation reflects the commitment. RACV has set aside an innovation fund with Accenture, its long-term Salesforce partner, to work on innovative ideas, starting with small projects and then sharing and showing the value created. This pragmatic sequencing avoids both the risk of over-ambitious rollouts and the paralysis of excessive caution.
The strategic implications are significant. Embracing a modern DevOps framework, RACV is delivering around seven releases per quarter as opposed to two releases annually, accelerating its capacity to innovate. For a mutual organisation serving 2.2 million members, the ability to deliver personalised experiences at scale while managing regulatory obligations around insurance makes this investment critical to competitive positioning. Whether the data and AI foundations RACV is laying will deliver on the promised efficiency gains remains to be tested; what's clear is that the infrastructure is being built with genuine attention to the member experience as a constraint, not merely as competitive cover.