From AI Hype to Data-First Thinking in Law Firms
Law firms are recalibrating their approach to legal technology investment, moving beyond the initial hype around generative AI toward a more nuanced focus on data strategy. At Elite Vantage in London, chief product officer Elisabet Hardy noted that conversations that once revolved around AI capabilities are now increasingly about the quality, governance, and accessibility of underlying data. Firms are realising that without clean, well-structured data, even the most sophisticated AI tools deliver limited value. This shift is visible in customer stories from firms like Kirkland & Ellis, Clyde & Co, Kennedys, and DWF, which are emphasising how they structure and move their data, not just which applications they buy. The emerging consensus: AI is only as effective as the data foundation beneath it, and law firm leaders are reorienting strategy accordingly, prioritising data readiness before large-scale AI deployment.
Cloud Migration Becomes a Strategic Imperative
Cloud platforms are increasingly seen as the backbone of modern law firm operations, particularly in practice management and finance. Elite reports that many firms once wary of moving core systems to SaaS now treat law firm cloud migration as essential for competitiveness and resilience. Kirkland & Ellis, for example, is targeting a go-live on Elite’s SaaS platform within about eight months—a timeline that would have seemed unrealistic a few years ago. Hardy notes that firms often overestimate the complexity of migration until they begin, then find the process more manageable with experienced partners. The payoff includes performance gains such as Elite customers reducing days sales outstanding by around 10%. In parallel, firms are migrating their data into private data lakes and unified platforms like Elite’s Data Connect, enabling consistent access to governed financial and operational information once the cloud transition is complete.
Data Strategy Moves to the Center of Legal Tech
As law firms advance their cloud journeys, the conversation is shifting from selecting tools to designing a coherent legal tech data strategy. Elite’s launch of Data Connect—a unified data foundation built on Microsoft Fabric—reflects this trend. Ten firms, including two Am Law 200 practices, are already using the product to bring governed 3E data together with other systems in a single environment. For Kirkland & Ellis, that includes migrating all firm data into Elite’s private data lake, creating a single source of truth to support analytics, reporting, and AI initiatives. Hardy underscores that AI without a strong data strategy is inherently limited. Firms now prioritise questions such as who owns which data, how it is cleansed, and how it flows between finance, billing, and practice management systems. The result is a more holistic approach where data governance, not application features alone, drives technology decisions.
Elite’s Advisory Services: Turning Platforms into Outcomes
Elite’s new Advisory Services unit signals that technology alone is no longer enough; firms want guidance on turning platforms into measurable outcomes. Structured as executive-level engagements, these services review billing, collections, compliance, analytics, and user adoption to align systems with business goals across the work-to-cash cycle. Initial clients such as Paul Hastings are using the service to modernise billing and reporting processes while navigating law firm cloud migration. The advisory team benchmarks current operations against industry practice, identifies friction points, and designs roadmaps to improve invoice accuracy, accelerate cash collection, and strengthen law firm compliance reporting. Chief customer officer Martin Linusson frames the initiative as a response to pressure on firms to modernise faster and prevent revenue leakage. By pairing platform expertise with operational consulting, Elite positions itself as a long-term partner in law firm financial transformation, rather than a vendor focused solely on software deployment.
Why Executive-Level Governance Now Defines Legal Tech Success
The emerging pattern across leading firms is clear: executive governance now determines whether legal technology investment delivers lasting value. Elite’s advisory engagements are deliberately positioned at leadership level, reflecting the need for cross-functional decisions about data, compliance, and reporting. CFOs, COOs, and finance leaders are taking ownership of technology transformation, setting priorities, allocating resources, and insisting on clear metrics such as reduced days sales outstanding or faster billing cycles. This governance layer ties together law firm cloud migration, AI experiments, and data initiatives under a single strategy. It also ensures that regulatory requirements and client expectations for transparency are addressed from the outset, not as afterthoughts. As firms seek continuous value from their platforms, the combination of strong data strategy, disciplined compliance oversight, and executive sponsorship is becoming the defining factor in successful digital transformation across the legal sector.