
One of the founding principles behind iEnvision Technology was that, although we were a technology consulting firm serving the legal industry, our real value wasn’t the technology itself, it was the people behind it. Our goal was to build a trusted team with the experience, judgment, and practical knowledge to help legal organisations achieve their business objectives. We believed that if we focused on making our clients successful by providing trusted guidance, delivering consistent quality, and doing what we said we were going to do, the technology would become an enabler rather than the centerpiece of the relationship.
Building iEnvision from the ground up reinforced a lesson that remains true today: understanding what a client is actually trying to accomplish is far more important than selling them a product. Too often, vendors approach clients with a predetermined solution and then look for a problem to solve. We took the opposite approach. We wanted to understand the legal team’s goals, challenges, and operating model first, then determine whether technology, process improvements, or a combination of both could help them achieve those objectives.
That perspective has only become more relevant as the legal technology market continues to expand. Corporate legal departments and law firms are being presented with an ever-growing number of platforms, applications, and subscriptions, all promising transformative results. While many of those technologies provide real value, the industry’s focus can sometimes shift toward selling software rather than solving business problems.
At Kroll, our Legal Transformation practice continues to operate from the principles that shaped iEnvision. We bring independent, experience-based guidance to law firms and corporate legal departments, helping them improve processes, increase efficiency, and maximise the value of technology investments. Having spent more than two decades implementing solutions within legal organisations, we’ve developed a deep understanding of how legal teams actually operate, especially in corporate legal departments where budgets are constrained and expectations continue to rise.
One of the most important lessons we’ve learned is that meaningful efficiency gains are rarely achieved through technology alone. They are achieved when technology is aligned with the way legal work is performed. That alignment happens at the practice group and working team level, where the day-to-day legal work is conducted. Understanding those workflows, use cases, and operational realities allows us to provide recommendations that are both practical and impactful.
A good example of the gap between what clients need and what vendors think they need can be seen in today’s surge of interest around artificial intelligence. Many organisations begin by asking, “Which AI platform should we buy?” We typically start with a different question: “What process are you trying to improve?”
In many cases, organisations can achieve significant gains through process redesign, workflow optimisation, stronger information governance, and better data management before introducing AI. That’s not to suggest AI isn’t valuable. Quite the opposite. AI has tremendous potential to transform legal work. However, organisations are far more likely to realise that value when they first establish the operational and governance foundations that AI depends upon.
Before making significant AI investments, we generally recommend focusing on four areas:
Once these building blocks are in place, organisations can begin applying AI in a thoughtful and targeted way. The encouraging news is that modern technology has dramatically accelerated this process. What once required months of planning and implementation can often be accomplished in a matter of weeks.
If building iEnvision taught me one thing, it’s that successful legal technology initiatives begin with understanding people, processes, and objectives. Technology is incredibly important, but it delivers its greatest value when it’s applied in service of a clearly defined business outcome rather than deployed as a solution in search of a problem.
In the late 1990s and early 2000s, one of the legal technology industry’s primary challenges was user adoption. The goal was simple: make a document management system as easy to use as saving a file to a shared network drive.
The matter-centric model that became standard in leading document management platforms was designed specifically to address that challenge. Legal professionals could navigate to a matter workspace, select the appropriate folder, save a document, and move on with their work. Behind that seemingly simple experience, however, sat a great deal of structure. Every workspace needed a defined metadata model, folder taxonomy, security framework, and records retention policy. As documents were saved, those attributes were inherited automatically, making information easier to find and manage over time.
For that era, success was largely measured by whether users stored content in the repository and whether others could locate it through search. If the information was captured, secured, and reasonably discoverable, the system was considered effective.
Today, the challenge is fundamentally different.
The modern legal organisation is managing exponentially greater volumes of information, spanning documents, emails, contracts, collaboration platforms, structured business data, and AI-generated content. As a result, a document management system can no longer function solely as a searchable repository. It must serve as the foundation of a broader information governance and knowledge ecosystem.
To support the next generation of legal work, legal content platforms increasingly need to provide four core capabilities:
First, they must establish a comprehensive information governance framework. Security, records retention, defensible disposition, and regulatory compliance are no longer secondary considerations. They are foundational requirements that enable organisations to confidently manage and leverage their information assets.
Second, they must enrich content automatically through metadata and contextual understanding. One of the most important lessons emerging in the AI era is that the quality of AI outputs is directly tied to the quality and organisation of the underlying information. Well-governed, well-classified content improves accuracy, reduces costs, and significantly limits the risk of hallucinations and irrelevant results.
Third, they must become the data and content hub for AI-enabled legal operations. AI models and agents are only as effective as the information they can access. The document management platform is increasingly becoming the trusted source of governed content that powers legal AI use cases across the enterprise.
Finally, the focus must shift beyond documents to the work itself. Legal professionals do not think in terms of individual files. They think in terms of matters, cases, transactions, investigations, disputes, and projects. Modern platforms must provide a holistic view of that work, connecting people, content, tasks, and workflows while guiding users through contextually relevant next steps. This is where AI becomes particularly powerful, but only if it’s operating against trusted, governed, and complete information.
Perhaps the biggest shift I’ve observed is that we’re no longer solving a retrieval problem. Twenty years ago, the question was, “Can I find my document?” Today, the question is, “Can my organisation transform its information into actionable intelligence?”
In many ways, this brings us back to conversations the industry was having around knowledge management fifteen or twenty years ago. The vision was always to capture institutional knowledge and make it accessible to the organisation. The challenge was that doing so required significant manual effort from lawyers and in-house counsel, making widespread adoption difficult.
Today, advances in AI, metadata enrichment, and automated classification are finally making that vision achievable. Knowledge repositories that once required extensive human intervention can now be built, maintained, and enriched at scale, while still keeping legal professionals in the loop for validation, refinement, and governance.
The emergence of natural language search is another example of this evolution. Legal professionals increasingly expect a Google-like experience when interacting with their firm’s knowledge and content. Rather than navigating complex folder structures or constructing precise search queries, they can ask questions in plain language and receive contextually relevant answers. That represents a significant improvement in usability, but it also reinforces the importance of governance. AI-powered search delivers value only when it is grounded in high-quality, properly governed information.
Ultimately, while the volume and complexity of legal data have increased dramatically, the underlying objective remains the same: helping legal professionals access the right information at the right time. The difference is that today we’re designing systems not just for human users, but also for AI. That raises the importance of information governance, data quality, and knowledge management from operational concerns to strategic imperatives.
I don’t know that any single trend is overhyped right now. In many respects, they all are.
Whether it’s AI platforms, matter management, contract lifecycle management, document management, eDiscovery, litigation support, or the latest generation of legal-specific AI tools, virtually every category is being marketed as transformational. The volume of messaging can be overwhelming for law firms and corporate legal departments trying to make thoughtful technology decisions.
It’s an exciting time for the industry, but it’s also a confusing one.
Legal leaders are being asked to modernise aging technology stacks while simultaneously determining how AI will reshape the future of legal service delivery. They’re evaluating dozens of vendors, overlapping capabilities, and competing visions of the future. At the same time, many are asking a reasonable question: Will the major AI platforms eventually absorb much of the functionality currently delivered by specialised legal technology providers?
While no one can predict exactly how the market will evolve, I do believe we’re entering a period of significant disruption and consolidation. Many technologies that today exist as stand-alone products may ultimately become features embedded within broader platforms. That doesn’t diminish the value of innovation. It simply means legal organisations need to think carefully about long-term technology strategy rather than chasing every new capability that enters the market.
What I think is often lost in the conversation is that the fundamental mission of law firms and legal departments hasn’t changed.
Their responsibility is still to provide legal services, manage risk, protect the organisation, and support business objectives. What has changed is that advances in AI and related technologies now create opportunities to perform those activities more efficiently, more consistently, and at a greater scale than ever before.
The real risk is not adopting AI too slowly. The real risk is adopting technology without first understanding the business problem you’re trying to solve.
That’s why I believe one of the most important and least glamorous challenges facing the industry today is not technological at all. It’s how legal organisations evaluate, select, and implement technology.
Historically, technology selection was often driven primarily by IT and technology teams. While those teams remain critical partners, the business impact of today’s legal technology platforms requires a different approach. Senior lawyers, practice leaders, and in-house counsel need to be active participants in technology strategy, vendor selection, solution design, and deployment.
Take AI initiatives as an example. The most successful projects are not being driven solely by technology teams. They are being shaped by experienced legal professionals who understand the nuances of legal work, identify the highest-value use cases, and define what success actually looks like. Technology can automate a process, but only lawyers and legal professionals can determine whether that process should be automated and what business outcomes matter most.
The same principle applies to core legal operations platforms such as matter management, document management, and contract lifecycle management systems.
We frequently see organisations that have invested in multiple best-of-breed platforms, yet struggle with low user adoption and underutilation of key functionality. In many cases, the issue isn’t the technology itself. It’s that the solutions were selected or implemented without sufficient alignment to the way legal teams actually work.
When senior legal stakeholders are engaged early in the process, organisations often discover opportunities to simplify workflows, consolidate technologies, improve adoption, and extract significantly greater value from their existing investments. In an era where AI capabilities are increasingly being built directly into enterprise platforms, those conversations become even more important.
If there’s one trend I believe legal organisations should pay more attention to, it’s not a particular product category or AI model. It’s the discipline of aligning technology decisions with business objectives, user workflows, and information governance requirements.
That may not generate the same headlines as the latest AI announcement, but in my experience it’s ultimately what determines whether a technology investment succeeds or fails.
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