By Jennifer Hill, CEO, ThoughtRiver.
There is a pattern in how business functions earn strategic relevance.
It tends to start with a data problem. One function sits on information the rest of the company needs but cannot access. Technology arrives that makes that information legible at scale. The function that controls the data and learns to translate it into business decisions becomes indispensable. Its leader either gets a seat at the table or – if they previously had one – becomes essential to key business decisions with greater influence.
This is what happened to finance in the 1980s. The CFO stopped being a scorekeeper and became the CEO’s most trusted strategic advisor: the person who shapes the company’s narrative through numbers, spots risks before they become crises, and guides capital allocation across every business function. Many CFOs eventually became CEOs.
The CFO is about to have company.
This same transformation is beginning to happen in legal. CLOs and GCs who recognise it early will define the next generation of enterprise leadership.
The Richest Untapped Data Asset in Any Organisation
Legal teams sit on something no other function controls: a complete record of every commercial relationship the company has ever made.
Every revenue commitment. Every vendor obligation. Every IP agreement, lease, employment arrangement, liability assumption, and regulatory undertaking. It is all documented, in precise language, in contracts. A mature enterprise may have tens of thousands of them. Across that body of documents lives a comprehensive picture of the company’s risk profile, its commercial leverage, its operational constraints, and its future obligations.
Until recently, this picture was invisible. Contracts lived in filing cabinets, shared drives, and disconnected systems, generally accessible by reading them one at a time. If a CFO wanted to know aggregate supplier pricing exposure, someone had to compile the information manually.
Companies leveraging CLM could access some of this information more rapidly: key categories such as dates, amounts, and renewal dates. But critical information is not limited to those fields alone. Each contract contains unique clauses, key transactional context, and legal nuance essential to understanding the organisation or the deal itself.
AI changes this at a fundamental level. In the time it once took to review a single document, specialised AI platforms can analyse thousands of agreements simultaneously – extracting obligations, flagging risks, identifying patterns, surfacing nuanced commercial terms. The data that was always there becomes legible. And the function that controls it becomes something it has never been before.
What Strategic Legal Intelligence Looks Like
For large enterprises, the implications are immediate and concrete.
Consider a multinational managing 50,000 active contracts across dozens of jurisdictions. Questions that previously required days or weeks: What is our total liability exposure in APAC? Which vendor agreements have uncapped indemnification clauses? How many customer contracts contain pre-2022 data processing language that no longer reflects our regulatory posture? These can now be answered in minutes at a level of precision that holds up in a board meeting.
In a smaller company, the GC can tell the CEO ‘60% of our enterprise deals stall on the same three security provisions. Adjusting our standard position may shorten sales cycles by two weeks on average’. This GC is driving revenue from a vantage point she can uniquely see. That is a fundamentally different conversation with the CFO about budget.
Beyond Efficiency: The Proactive Legal Function
The more consequential shift is legal becoming a proactive source of business intelligence rather than a reactive provider of legal guidance.
When legal teams can analyse contract data at scale, they can identify which customers are approaching renewal before sales realises it, which agreements contain unexercised expansion rights, and which issues are constantly negotiated – signals that legal can uniquely see. Legal helps the business get ahead of risks and move goals forward faster.
The Translation Problem
CLOs who achieve strategic relevance also adopt one key skill that has nothing to do with legal expertise: translation.
Legal precision is not the same as business clarity. ‘We have elevated termination risk across a segment of our customer base,’ means nothing to a Chief Revenue Officer. ‘Eighteen percent of our ARR is governed by contracts that allow termination on 30 days’ notice, concentrated in three industry verticals,’ commands different attention and informs specific decisions.
The most effective CLOs and GCs will be those who move fluently between legal content and business language: ‘What decisions should we be informing today, based on what we already know about the direction of the business?’
That is a high-leverage skill requiring deliberate development – ideally homed in legal practice with the time freed up through AI’s reduction of rote work.
—
—
The Technical Foundation That Makes This Possible
None of this works if the underlying AI is not accurate.
General-purpose large language models are impressive at many tasks. Precision contract review with fine shades of nuance and legal judgment are not innately available on day one. A 95% accuracy rate sounds reassuring until you recognise that applied across 10,000 contracts, it produces 500 errors. When those errors involve liability caps, renewal deadlines, or termination triggers, the downstream consequences can have serious implications.
Practically, this means demanding specificity from AI vendors: verification, auditability, accuracy benchmarks, and methodology transparency. It means understanding the difference between what sounds good initially and what is precise, dependable, and honest about confidence levels. The CLOs/GCs who do this well will build the same credibility that took CFOs a generation to establish.
What Needs to Change
Several things must shift simultaneously with technology.
First, organisations must fund legal accordingly. If the CLO/GC is expected to provide CFO-level strategic value, the legal function needs CFO-level investment in technology and talent – budget for AI platforms, for legal operations professionals who bridge legal expertise and business intelligence, and for data infrastructure that treats contract data as a strategic asset.
Second, legal leaders must elevate their advisory function to continuously highlight business fluency alongside legal expertise. CEOs and boards must listen to legal differently. Legal leaders should not wait to be invited though. Arrive with data.
The Inflection Point
Fifty years ago, the CFO’s job was to track what had already happened. Today, the CFO shapes what happens next.
Legal is at the same inflection point. The data has always been there. The capability to make it useful at scale now exists. What remains is the organisational wisdom to let them.
The CLOs and GCs who move first will not just be better lawyers. They will be among the most consequential strategic leaders in their organisations.
The technology is finally here. The data is waiting. The lawyers who embrace this shift won’t just keep pace with the industry – they’ll define it.
—
About the author: Jennifer Hill is the CEO of ThoughtRiver, an AI contract review company with industry-leading accuracy for pre-signature and post-signature 3rd party contract review. ThoughtRiver is purpose-built for legal: handling both high-volume standard agreements and complex industry-specific contracts with the accuracy legal teams need.
—
[ This is a sponsored thought leadership article by ThoughtRiver for Artificial Lawyer. ]
Discover more from Artificial Lawyer
Subscribe to get the latest posts sent to your email.