Podcast: The Hearing – Andy Wishart, CPO Agiloft

From the producer… This week, Joe takes a break from legal futurology and tries his hand at being a pub singer. We’re here for it. And so (much to his horror) is Andy Wishart – Chief Product Officer at Agiloft and all round technology guru.

Joe and Andy discuss the beginnings of Contract Express, Andy’s 21 years in legal tech, and the changes and challenges he’s seen along the way. They also chat about the power of document automation, how the legal industry has evolved alongside this technology and Andy’s rather cool career journey.

If you’re one for tech leaders in band t-shirts, Scottish accents (good and bad) or just want to know more about lawtech’s underground karaoke scene, this episode is for you. You’ll also hear some rather excellent efficiency advice too.

Listen Here:

Apple Podcasts – https://podcasts.apple.com/gb/podcast/ep-84-andy-wishart-agiloft/id1389813956?i=1000536724372

Spotify – https://open.spotify.com/episode/7opWHeuPOO8Sjux4WpGstX

SoundCloud – https://soundcloud.com/user-264672855/the-hearing-episode-84-andy-wishart-agiloft

3 Geeks and A Law Blog – The Geek in Review Ep. 128 – Joseph Raczynski – The Red and Blue Pill Matrix of AI and Emerging Legal Tech

This was a ton of fun! I had the chance to record this “holding Joe’s feet to the fire” 😉 conversation about the future of legal industry and where we all may be going with dynamic duo of Marlene Gebauer and Greg Lambert. Thanks to both of them for the opportunity to go down the rabbit hole of technology and the legal industry!

https://anchor.fm/geekinreview/embed/episodes/Joseph-Raczynski—The-Red-and-Blue-Pill-Matrix-of-AI-and-Emerging-Legal-Tech-e164hli/a-a6ciluq

The Geek in Review Ep. 128 – Joseph Raczynski – The Red and Blue Pill Matrix of AI and Emerging Legal Tech

The Law Firm of the Future

Interview with Joseph Raczynski, written by Michelle Worrall Tilton

Kanas City Metropolitan Bar Association

Attorneys look to precedent to solve today’s legal problems. “Steeped in tradition” is how we often describe the legal profession.  As result, it’s no surprise that there is inherent tension between emerging technology and the legal profession. The American Bar Association’s 2020 TechReport, which surveys firms and tracks attorney use of technology in their practices, reported that only 7% of attorneys are using tech tools, such as Artificial Intelligence (AI), for document review and research.  Firms with more than 100 attorneys are more likely to use AI, as well as firms that engage in mass tort litigation. Despite promises of increased efficiency, productivity, and profitability, a significant number of attorneys cite distrust of the technology and underlying algorithms.

Even though the legal services market is estimated to be a $1T industry globally, Forbes reports that it is also one of the least digitized:

– Joseph Raczynski

That is, until the COVID-19 pandemic forced the legal community to remote hearings, yoga pants, and dining room tables seemingly overnight.  Prior to the pandemic, the ABA’s 2019 TechReport estimated that the vast majority of law firms of all sizes – other than solos – worked in traditional law firm environments. Now, many managing partners are rethinking their office space needs because technology allows attorneys and staff to work from home.  Cloud-based document storage doesn’t demand the physical space once required for the paper detritus of the legal practice. 

According to commercial real estate brokers with expertise in law firm office space, firms have been downsizing for some time – and the trend is expected to intensify post-pandemic.  It’s anticipated that firms will increasingly implement a hybrid model where employees schedule the use of a community workspace or a conference room, but otherwise work remotely.  This provides the opportunity for collaboration and meetings with clients in a professional and inviting setting – think chic hotel lobby – while reducing the real estate footprint and attendant expense. 

Despite the occasional mishap of appearing in virtual court as a cute kitten, the legal profession has progressed in dog years with respect to the use of technology during the pandemic.   Remote hearings provide greater access for certain types of cases and hearings.  Litigants and their attorneys are saving time and money by not having the hassle of travelling back and forth to court. It’s easier for litigants to attend hearings remotely without having to take off as much time from work or to arrange for child care.  Corporate clients are now accustomed to remote environments and online meetings.  Many companies, such as Salesforce, American Express, and Microsoft, have reverted to permanent work-from-home arrangements for some employees.  A silver lining of the pandemic is that the legal industry has had no choice but to embrace technology.  So, what will the practice of law be like in the next twenty years?

-Joseph Raczynski

Fortunately, we don’t have to guess how technology will transform the legal profession in the years to come nor do we need to rely on a DeLorean time machine with a mad scientist sidekick.  Thomson Reuters Corporation has a forward-thinking technology specialist on the payroll with the title of “Futurist.”   Joseph Raczynski is a Technologist & Futurist, Manager of Technical Client Management for the cutting-edge legal products and services company. Raczynski, who is based in Washington, DC and focuses globally specializes in the future of technology and its impact on the legal profession. He has expertise in cybersecurity, blockchain, artificial intelligence, cryptocurrency, and drone technology.  Raczynski also hosts a popular podcast, The Hearing, which focuses on legal innovation.

After talking with this fascinating tech expert via halo-conferencing (not really, but made you wonder), it’s clear that technology will play a significant role in the future of the practice of law.  While firms were pushed to adapt and use new technology during the pandemic, some firms that have operated for decades with little change, may revert back to that mindset.  Firms, however, that buck the system and invest in technology will thrive in the long term. According to Raczynski:

-Joseph Raczynski

Firms that are willing to embrace technology will provide better services for their clients. They will be better able to quickly sift through and digest immense sums of information. “In the decades ahead, data and services to understand that data will reign supreme,” Raczynski predicts.  Facing pressure from corporate clients to cap rates and reduce billings, some firms are incubating legal tech companies to speed development of software and other products to facilitate the efficient delivery of client services. Those that are successful will license their internally developed tech services to other firms or sell the technology to companies. Either way, these entrepreneurial firms are generating new revenue streams while developing tools to better serve their clients. For example, national plaintiff personal injury firm, Parker Waichman, developed case management software, which it licenses to other firms to help them manage mass tort litigation. Not to be left out, smaller firms are banding together in collaborative settings to invest in technologies together that they wouldn’t be able to manage financially on their own.

With insight from Raczynski, let’s zoom ahead for a glimpse into the future. 

Raczynski predicts that current roles undertaken by attorneys will change significantly over the next twenty years. “Much of the rote work being performed now, will be gone,” he says. “That said, many new facets which we haven’t even conceived will likely supplant some of those activities.”  Certainly, AI imbued eDiscovery tools will be the norm for document review.  This technology eliminates the “amounts of eyes on pages,” he says.

AI and machine-learning will continue to facilitate and expedite research and trial practice.  Raczynski describes how attorneys will have computer applications at their .  Research platforms will have semantic and nuanced understanding of the actual meaning of legal opinions and will go well beyond key-word matching.  The applications will quickly access every case and ruling on point and “spit out decisions,” which will likely be “the final decision,” or at the very least be “augmented intelligence” to assist the judge or jury, he predicts.  Litigation will become less burdensome and more efficient for the majority of cases.  Perhaps, too, this will result in significant financial savings to clients.  Interestingly, Raczynski anticipates that technology will reduce courtroom drama as finders of fact will make decisions based on data – and be less influenced by attorney performance.  Courts will be virtualized with mixed reality 3D glasses for the judge and jury that will bring crime scenes, accident reconstruction, and other cases to life.

Outside of the courtroom, Raczynski anticipates that technology will automate transactional work.  While contract negotiations will still exist, “everything will be interactive, voice automated, templated, intuitive, and securely stored on a blockchain,” he says.  Blockchain creates an immutable, digital record of transactions. It eliminates human error, which is commonplace in contract drafting.  Retinal scans will be used to confirm the validity of executed documents.

-Joseph Raczynski

Blockchain technology, according to Raczynski, will be run so that triggering language on this platform will automatically negotiate deals or execute contractual obligations. “What we are talking about is fully codified contracts,” he predicts, “with the ability to interact with factual data and either negotiate on its own, based on Party A’s and B’s preferences, or even self-litigate when something in the code goes awry.”  While blockchain is still somewhat nascent and the stuff of computer scientists, it will transform global commerce and the practice of law.

Technology will also transform law practice management and allow attorneys to spend more time serving clients instead of handling administrative issues.  Thomson Reuters conducted a study on time management and reported that with smaller firms, approximately 61% of their time was spent practicing law.  The balance of their time was spent on the business of running the firm, which is crucial, but not a billable activity. The larger the firm, the less time spent on administrative work.  In the future, law practice management will be facilitated through the use of a decentralized autonomous organization or DAO.  This is a business model structured on self-executing smart contracts that function without the need for in-person decision-making.  Smart contract governance doesn’t require boards of directors or firm management committees to meet, analyze data, and make decisions.  Rather, a DAO outsources the analysis through smart contracts allowing for token-holder network consensus.  Voting attorneys would hold tokens based upon their seniority, billings or pecking order status.

Admittedly, much of this technology is difficult to explain let alone visualize in practice.  However, there are steps that law firms should be taking now to better position themselves to be able to leverage emerging technology. “Opportunity abounds in the legal market right now,” Raczynski says. He portends a golden age for the practice of law: the intersection of where the legal industry marries technology.  While firms of all sizes were once reluctant to spend disposable income on technology – even on network security – large firms, in particular, are starting to increase their IT spend and budget for the future. Planning and budgeting for the proactive use of technology are key first steps. 

There has been a significant shift in law firm operational budgets allowing for an increase in technology spending. As attorneys have become more technologically advanced, there has been less need for clerical staff to draft pleadings and correspondence, perform filings, mail letters, and other tasks.  Younger lawyers, who have never used a Dictaphone or fax machine, have long been drafting their own briefs. Since the recession in 2008, firms have been increasing attorney-to-clerical ratios and spending less on clerical support staff. A legal secretary, who once supported one or two attorneys, is now working with eight or more.  As described earlier, firms are spending less on their office leases by reducing square footage.  Technology has filled the void left by these drastic operational changes, while freeing up cash for reinvestment in IT products and infrastructure.

Importantly, technology also levels the playing field. Solo and small firms are poised to benefit as the cost of technology decreases.  “If they decide to embrace technology, Raczynski says, “it enables them to automate, find answers quickly, and respond to their clients with aplomb.” He recommends that solo and small firms connect with the growing LegalTech community to see how they can learn, interact, and leverage new ideas to benefit their practices.  Additionally, law schools are excellent sources for technology training and incubating new ideas.

In Tomorrowland, there will be significant opportunities for tech forward iGeneration attorneys.  Law school graduates, who grew up with mobile devices in their strollers, will have key leadership roles.  Attorneys with degrees in engineering, network security, computer science and coding will be valuable hires.  As technology is second nature for them, they can undertake important IT operations and reverse-mentor firm members who aren’t as tech savvy.  

Finally, corporate clients aren’t going to wait for their hometown attorneys to become comfortable with emerging technology – especially when some firms are deploying high tech tools in their practices.  Corporations are investing in their own technology infrastructures and expect the same commitment from their professional service providers. They also expect law firms to engage in vigorous network security to protect sensitive client data from malicious actors, which is a real threat.  Ideally, law firms will automate routine research, drafting, and discovery review, so that attorneys can focus on customer service, including responsive and timely communications, learning about their clients’ unique business needs so they can be proactive instead of reactive, and cultivating new client relationships.

There is no time like the present to prepare for the future.  Attorneys should attend technology conferences, network with legal service vendors, join cyber law committees, and connect with futurists like Raczynski to gain a better understanding of the technology that is already transforming the practice of law.  Learning something new will feel uncomfortable at first, but it will get easier. The DeLorean is idling out front and ready when you are.

Podcast: The Hearing – Andrew Fletcher, Director at Thomson Reuters Labs

Lots of fun this week on The Hearing Podcast with my colleague Andrew Fletcher, Director at the Thomson Reuters Labs.  If you enjoy uncovering what the future (and the now) of the legal industry might look like, take a listen.  We toss aside the fluff, and meet at the cross section of AI, APIs, Design Thinking, Innovation, and how it all impacts the legal industry. 

Listen here:

https://podcasts.apple.com/gb/podcast/ep-75-andrew-fletcher-thomson-reuters-labs/id1389813956?i=1000517742116

or

Teaching Law With Technology Prize 2020

While the judges deliberated, I gave professors, students, lawyers, and technologists in the UK a glimpse of the technological innovations coming in the near and longer terms and sense of what this could mean for legal advisers.

Blog: https://blogs.thomsonreuters.com/legal-uk/2020/10/12/linda-chaddertons-legally-bound-wins-the-teaching-law-with-technology-prize-2020/ 

LegalTech Report Card and Predictions 2020 to 2060 – ILTA Conference 2020

I had the privilege of being selected to report on how ILTA (International Legal Technology Association) did on their predictions from 2013 up to today, during their 2020 ILTA-ON Conference. Even more fun, predicting what technology and LegalTech will look like from 2020-2025, and then going out to 2060.

Remember back when we had ‘Law Firm 2020 predictions’? In the first part of my ILTA-ON presentation, we will go ‘Back to the Future’ reviewing past predictions to see what came true and what we got wrong. Then, we will blast into a journey of what LegalTech looks like in the next five years. Lastly, for those who get motion sickness, grab your Dramamine, because we will take a 1.21 gigawatts ride, shooting into the future. We will predict what the technological and legal landscape will look like in 2030, 2040, and into the Singularity! Great Scott!

Part 1 – Jump Ahead (9:17): Grading the Law Firm 2020 report from 2013: https://youtu.be/UgyDyBSJ3AA?t=558

Part 2 – Jump Ahead (22:55) Predictions for 2020-2025: https://youtu.be/UgyDyBSJ3AA?t=1377

Part 3 – Jump Ahead (40:17) Technology Predictions 2030, 2040, 2050, and 2060: https://youtu.be/UgyDyBSJ3AA?t=2419

2020 cloud update—acceleration to platform

Originally published on Legal Insights Europe.

By Joseph Raczynski

Cloud adoption has increased steadily over the last several years since we last forecast an Increasingly Cloudy outlook for law firms in 2017. The most recent industry data, ILTA’s 2019 Technology Survey finds that 72 percent of those surveyed across the law firm landscape will expand their use of Cloud based technologies in 2020. That is up from 62 percent in 2016. Based on my own observances, sentiment around the technology has clearly changed over the last decade from skepticism to general adoption.

ILTA Annual Technology Survey – 2019

The once thunderous clap of resistance has subsided, but according to the ILTA survey, a few subtle headwinds persist. The two areas of concern have grown for some law firms despite the overall uptick in adoption; cost and performance. The infrastructural easing for technology professionals moving to the Cloud and not having to maintain hardware and software, including the pesky but massively important patches, is an enormous benefit. The primary issue, the cost of converting that IT function to the Cloud has created some consternation, the survey finding cost concerns up to 50 percent from 37 percent four years ago. I will dive into the likely rationale for concern and the promise ahead in a moment. Performance anxiety is up slightly year over year, but still hovers around 30 performance historically. What has improved in overall sentiment is security and reliability. Both progressed as people understand the intrinsic positive benefit related to Cloud acceptance.

ILTA Annual Technology Survey – 2019

A deeper dive in the Cloud

The Cloud is a nebulous term. To fully understand what the ILTA survey captured, let’s dive a bit deeper into the technology. Most often people think of the Cloud as a place to store files. This is certainly true and is likely the dominate use case for most law firms. Having secure, universally accessible files in the office or remotely is imperative, now more than ever. The tools and services enabling files everywhere has proliferated, which may have exacerbated the concern surrounding cost. Based on my experience, multiple factors are at play. Increasingly, legal technology vendors are offering their version of their particular service ‘in the cloud’. If a firm has 30 products, all offering a Cloud solution, frequently add-on fees for additional storage can accumulate, generating trepidation in the Chief Information Officer.

One new solution to this cost dilemma is starting to emerge. The standard rule is to choose trusted, very well-established providers. In the Business of Law, operations space, Elite 3E would be an example. Storing information off-site can create agita on face value for anyone, but storing it with a lesser known, cheaper alternative, could prove risky. In addition, another baseline perspective states that it behooves a firm to mirror data with at least two different Cloud hosting companies for redundancy.

With that as a backdrop, the proposed emerging solution, still in its infancy, leverages a Legal Platform. Platforms have existed for ages and in many forms. Simply put, they create an ecosystem or environment that allow people and business to participate if they abide by rules, meet standards, and ultimately this confluence creates a network effect for the community. These platforms are new and developing in legal. In theory, law firm applications downloaded from a ‘Legal App Store’ would sit inside this platform and be able to use the same datastore. This could reduce the number of data Cloud providers and the implicit cost associated with them. The concept here is that a law firm would have a Platform where all practitioners and administrators would work. With Single Sign-on (SSO) each user would have access to all permitted applications and tools, as well as the underlining data. The ability to drive workflow and share data securely, all leveraging various components of Cloud technology would simplify and decrease overall Cloud cost.

Beyond merely storing files, several other areas of Cloud use will increase in the future. As more firms start to leverage Artificial Intelligence (AI) algorithms, the ability to use processing power hosted in the Cloud should proliferate. Instead of having massive computing power, as with a large numbers of expensive computers inside the organization, Infrastructure as a Service (IaaS) could be leveraged in the Cloud. What this means is that an IT professional could spin up and command access to X number of computers processing power capacity in seconds—meaning they could rent processors in the Cloud to crush large volumes of data (what AI does) very quickly and inexpensively.

The irony of IaaS and moving to the Cloud is that in-house or contractor-based System Integrators (SIs) are increasingly important. These are individuals who oversee the vast array of Cloud infrastructure that will only grow over time. Whilst an initial benefit of Cloud was fewer IT employees, the complexity of the web of Cloud connections is buoying specialty positions to support this new frontier.

The shift to Cloud technologies has happened. Law firms will increasingly adopt a more robust utilization of these services. With expanding integration across the Legal Platform, applications driven by interoperability will likely enable streamlining of some Cloud based datastores, increasing security, flexibility, scale, and hopefully making legal services easier to use.

Part 1: Legal Geek’s Uncertain Decade: Debating the future of the legal industry

Originally published in AnswersOn.

By Joseph Raczynski

It’s the questions on the mind of every legal professional: What will legal life look like after the COVID-19 pandemic passes? What will this “new normal” actually be? And more specifically, if courts close and clients are shuttered, what will half the world’s lawyers do?

In the first of a three-part global webinar series, The Uncertain DecadeLegal Geek sought to shed some light on these questions, bringing together two of the most respected names in the legal industry — Mark Cohen, CEO of Legal Mosaic, and Prof. Richard Susskind — to delve into how law firms, courts, and the general population are facing unprecedented legal challenges in the current crisis environment.

Cohen began with a historical perspective about the COVID-19 crisis, citing four previous transformative events after which the legal community bounced back, with one exception. The global financial crisis that began in 2008 permanently altered the way law firms function and interact with clients.

Such transformative events force law firms to reconsider the traditional model of work, birthing a “new era of legal operations,” said Cohen. Historically, what stood out is what failed to change, he explained, adding that law schools and the courts returned to normal, greatly unaffected by the financial crisis.

Why is now different?

Now, however, the reckoning has arrived. In a matter of weeks, law schools converted to online education, something they had resisted for more than a decade. Courts too, have begun to adjust adapting latent technology that had emerged from “other industry use” to their new reality. “It simply needed to be turned on,” said Cohen, adding that ultimately, these older components — physical classrooms, some in-person courts, and in-person client meetings, are no longer necessary.

talent
Mark Cohen, CEO of Legal Mosaic

It is “a bright light being shined on how we can do things differently in legal,” he said.

When asked how much of the physical nature of the practice of law do we really need now, Cohen pointed out that the entire legal workforce became a remote workforce almost overnight and in general, it seems to be working.

What is the impact to industry components?

The bellwether for change is the general counsel, Cohen continued, adding that GCs have already been doing more with less for a time now — truly being “proactive enterprise defenders.” Now, all legal service providers and vendors need to look toward the GC and senior legal teams because they are “living law’s future.”

Cohen then broke down the industry components into four main areas:

Consumers — Individuals in need of legal counsel are driving change. There is increased access to information and platforms where data is available, and that’s driving process. People will now make decisions based on competency, metrics, and expertise as data accessibility is universal and process is increasingly coveted.

Academia — The universities will need to rethink their curricula. Education is a lifelong pursuit, and newer programs will need to incorporate many disciplines beyond the classics, including marketing, technology, and business.

Legal Service Providers — Cohen said for legal providers, the main theme is an emphasis on customer-centric models, more than ever before. While new solutions will be data-driven, it is about vendors learning and understanding more deeply about the customer and thereby driving more value to them.

Courts — In the short term, “courts have been crippled,” said Cohen. He then brought up a concept using the Chinese word for crisis — Wéijī, explaining that crisis has two meanings in Chinese, “danger” and “opportunity”. The courts and associated lawyers find themselves in Wéijī at the moment. The courts now are paralyzed, of course, but they could seize the opportunity and transform the entire industry with intelligent adoption of technology and process.

On the state of the market

For his part, Prof. Susskind views the current legal market conditions in several phases. Initially, the legal industry had to mobilize to enable work to be produced. Currently, he sees this lockdown phase as a test which provides an inordinate amount of valuable data. In his grander vision, we have an impromptu Proof of Concept at hand, Susskind observed. “We should be capturing as much data as possible and seeing which innovations could work going forward” during this lockdown, he explained. Eventually the third phase, emergence will come; however, this will be complicated by a bifurcated marketplace of individuals empowered to return to the office and those forbidden from doing so. Fundamentally, legal work be done differently going forward, and face-to-face interactions may no longer dominate, Susskind said.

While most managers in the legal sphere are focused on the here-and-now, Susskind argued that people “need to be looking at the long term and asking themselves to what extend have things really changed?”

susskind
Prof. Richard Susskind

For example, Susskind noted the absence of recent artificial intelligence chatter and believes that the urgency of AI might will die down for the next 18 months. Since AI is less tangible for most day-to-day operations, it makes sense that it could fade as a focus for law firms and the courts.

Indeed, all the current attention in the legal industry surrounds basic technology that enables job function. While the future of people working from home with basic technology has arrived, it is built on a “house of cards” and “stuck together with bubblegum,” stated Susskind. The legal industry will endeavor for practical secure and permanent work from home (WFH) solutions; and therefore, the more nebulous, dreamier innovations that might on day again push the limits of the law and technology are on hold for now.

The call for remote courts

What was thought to have been a 10-year plan to move the world’s antiquated court system to a remote one actually only took a few weeks, said Susskind. Now, he said his preoccupying thought remains: Is a court is a service or a place? And if the latter, do we really need that place?

To that end, courts around the world have morphed into three possible types: Audio, where some of the events are either entirely or partially access by telephone; Video, which mirrors audio in its use; and lastly, Paper, which still requires submissions to the court be in written form and the judges respond in kind.

The early evidence of these new court systems are very positive. To the surprise and skepticism of many, “it seems to be generally working,” said Susskind, adding that people were distrustful of this shift, as we have seen little change on this front in more than 150 years.

Rapid transformation is upon us, Cohen and Susskind agreed. In a matter of weeks, the legal industry experienced more change than it had in previous decades. The light is bright on how things can be done in legal, but much more data needs to be digested to see the resulting outlines of the industry’s still murky future.

LegalWeek 2020: Leveraging AI to Combat Financial Crimes

Originally published in the Legal Executive Institute.

By Joseph Raczynski

NEW YORK — With increasing data flow among global financial institutions expanding, compounded by newly minted hybrid financial organizations in FinTech, managing these highly regulated transactions is progressively more complicated.

A panel at last week’s LegalWeek 2020 explored the anti-money laundering (AML) trends in 2020, discussed the state of legal artificial intelligence (AI) solutions in AML compliance and screening, and described a case study where AI has been successfully deployed in combating financial crimes.

Panelist Cassie Lentchner, Senior Counsel at Pillsbury Winthrop Shaw Pittman, kick-started the discussion by bringing up the topic of regulatory expectations. The premise she offered stated that those institutions which contemplate or currently use AI for compliance functions must employ a risk management fundamentals model. “Scoping is critical to assess the regulatory requirements and expectations,” she said.

Currently, AI can be used to automate repetitive tasks, aggregate information, cluster information into groups, and confirm or monitor information. Clearly, we are not at the point where this technology can surplant institutional judgement and decision making, just yet, Lentchner added.

Now, more regulators are wading in on how compliance departments use AI. In fact, we are at a point where some of these algorithmic applications require financial institutions to get prior written approval from regulators, said Tim Mueller, Partner in Global Investigations & Compliance at Guidehouse. During exams, Bank Secrecy Act (BSA) and AML programs are being examined, and financial institutions are expected to demonstrate the AI functions being use, explain how they work, and even defend the work product to the regulator. Some defenses have withered from the regulator’s findings and from AI bias.

Using Intelligent Segmentation

The panel further discussed an Intelligent Segmentation case study, diving into the pitfalls of current approaches to AML compliance and how AI solves for it. Frequently, normal banking behavior is identified as suspicious, and this includes large bank deposits and rapid money movement from one bank to another. Despite billions of dollars spent on traditional monitoring (which often ends with a human internal investigator), 95% of system-generated alerts are “false positives,” said Mueller.

The AI approach involves three phases: machine intelligence, subject matter expertise, and increased efficiency & effectiveness. In this new model, Intelligent Segmentation leverages AI and identifies segments using a collection of related datapoints beyond additional identifiers. This allows the machine to better identify groups that should be monitored together and those that should be split. Ultimately when parsing the data, the machine can see patterns or white space, thus eliminating false positives like rapid bank-to-bank transfers by trusted organizations which would have been triggered in pre-AI models and have been difficult to identify previously by human investigators.

Another AI-enabled AML compliance case study that Mueller cited is Behavioral Network Analysis. With most compliance departments, the typical approach is to monitor suspicious activity by deploying rule-based detection scenarios, for example, collecting if-then-else logical statements. These new AI-generated systems make it possible to create a “contextual monitoring” approach that leverages Behavior Network Analysis and allows it to review entities and their interconnected relationships and transactions. This has proven to be very effective, especially in trade and financial market businesses, explained Mueller.


Now, more regulators are wading in on how compliance departments use AI. In fact, we are at a point where some of these algorithmic applications require financial institutions to get prior written approval from regulators.


Another panelist, Dr. Sam Small, Chief Security Officer of ZeroFOX, said that based on his background in academic security research, he had uncovered the ease in which social media can be co-opted through impersonation, account takeover, piracy, threats of violence, fraud, and misinformation. Fortunately, he added, there are ways to counter it. Small’s AI approach dissects social media accounts by parsing the information within these accounts at large scale. In this way, the model can break down and characterize social media accounts into the following components: media content, avatars, name and username, text content, hashtags, dates, actions, and URLs.

Then, the model delves into each component: Are URLs safe? Are hashtags benign or seemingly suspicious? Each piece can be poured over, using highly tailored algorithms to uncover dubious activity and allowing the account users a way to fight back, Small explained.

The thrust of the panel’s conversation proved that AI will be omnipresent for compliance with AML and fraud amid the explosion of global financial data. The universal agreement among the panelists was that the guiding principles to need to gain acceptance from regulators, internal audit, and compliance department leadership include using proven, defendable technology, being transparent, and augmenting processes that you have in place.

The rapidly changing landscape of financial data compels compliance organizations to adopt these tenants or be willing to incur real risks for their company if they do not.

Podcast: The Hearing – Meredith Williams-Range – Chief Knowledge and Client Value Officer at Shearman & Sterling

In this week’s episode, I am joined by the preeminent thought leader in legal tech, and Chief Knowledge and Client Value Officer at Shearman & Sterling, Meredith Williams-Range.

Taking us on a journey from her small-town, rural upbringing just outside of Memphis (where you’ll find the absolute best BBQ) to the bright lights of New York, Meredith tells how family tragedy and a decade-long lawsuit led to a career in law.

Meredith talks about her career at Baker Donelson, where she worked with colleagues steeped in American history, including President Reagan’s Chief of Staff, and eventually became involved with legal tech. The hustle led to a fascinating new position at Shearman & Sterling, a position that Meredith notes was designed on a napkin! The firm’s great vision and wonderful people meant that Meredith knew from the start that she could do great work there… and have the best geeky conversations.

In a fascinating discussion about the growth – and the daunting pace of growth – of legal tech and big data analytics, Meredith and Joe consider the biggest legal tech changes of recent years, and talk about the exceptional new tools that serve a true need, with the added bonus of giving the enormous power of data to lawyers.

‎The Hearing – A Legal Podcast: EP. 45 – Meredith Williams-Range (Shearman & Sterling) on Apple Podcasts