Digital Finance, Real Risks: Insights from Axiom's Legal Roundtable
September 2025
By
Emmanuel Richard
Our recent roundtable discussion, "Digital Finance, Real Risks: Legal's Role in Navigating AI, Innovation & Operational Change," brought together legal leaders from across the financial services sector to explore the evolving landscape of digital transformation and its impact on legal operations.
đź’ˇ Discover how 600+ legal leaders are navigating AI's transformative impact in our latest legal AI report.
The Current State of AI in Legal Operations
One of the most candid observations from our discussion was the comparison of AI to "an overzealous intern" – a tool that requires significant human oversight and quality control, yet offers genuine value in generating first drafts and initial work products. This analogy perfectly captures the current reality facing legal teams: AI can accelerate certain processes, but human intervention remains essential for quality assurance and strategic decision-making.
The practical implementation of these tools reveals a stark divide between organizational types. Traditional financial institutions face significant internal resistance and bureaucratic hurdles when adopting AI technologies. Large banks must navigate complex approval processes involving risk, compliance, and data privacy teams, making them cautious adopters rather than innovation leaders. In contrast, fintech companies demonstrate remarkable agility, with virtually no internal resistance to new AI implementations.

Implementation Challenges in Large Organizations
The roundtable highlighted several persistent challenges that legal departments face when trying to modernize their operations. Red tape and cross-functional coordination continue to slow down technology adoption, particularly in established financial institutions. The larger the organization, the more stakeholders must be consulted, creating a complex web of approvals that can stall even the most promising initiatives.
Internal stakeholder buy-in emerges as perhaps the most significant hurdle. Legal teams find themselves caught between the need for thorough risk assessment and business demands for rapid implementation. This tension creates a delicate balancing act that requires both diplomatic skills and strategic thinking from legal leaders.
👉 Explore how other legal teams are building capacity while adopting AI responsibly.

The Quality Question
A particularly sobering insight from our discussion was the assessment of AI work quality. Several participants noted that junior analysts often produce work that equals or exceeds current AI output, raising important questions about the technology's immediate value proposition. While AI excels at generating initial drafts and handling routine tasks, the sophistication required for complex legal analysis remains firmly in human hands.
This reality doesn't diminish AI's potential but rather highlights the importance of realistic expectations and strategic deployment. Legal teams are finding success by using AI for specific, well-defined tasks while reserving complex reasoning and judgment calls for human expertise.
Evolving Hiring Practices
The digital transformation of legal services is fundamentally changing how teams approach talent acquisition. Traditional checkbox hiring – focusing solely on specific technical skills or credentials – is giving way to a more nuanced approach that prioritizes adaptability and open-mindedness. Legal leaders emphasized the growing importance of hiring individuals who can embrace change and learn continuously in an evolving technological landscape.
This shift reflects a broader recognition that the legal profession's future success depends not just on legal expertise, but on the ability to integrate that expertise with emerging technologies and changing business needs.

The Persistent Challenge of Growing Workloads
Despite technological advances, the fundamental challenge facing legal departments remains unchanged: work lists continue to expand faster than AI can meaningfully address them. While automation helps with certain tasks, the complexity and variety of legal work means that technology serves more as a productivity enhancer than a wholesale solution to capacity constraints.
This reality underscores the continued importance of strategic resource allocation and the need for legal leaders to make difficult prioritization decisions about where to focus their teams' efforts.
Practical Takeaways and Cross-Industry Learning
One of the most valuable aspects of our roundtable was the opportunity for participants to learn from peers facing similar challenges. Several participants particularly valued hearing about post-restructure team sizing at various institutions, noting that such concrete benchmarks provide valuable leverage when discussing resource needs with management.
This type of cross-institutional knowledge sharing proves invaluable for legal leaders navigating organizational change. Understanding how peer institutions structure their teams, allocate resources, and implement new technologies provides both practical guidance and strategic ammunition for internal discussions.

Looking Forward
The roundtable revealed an industry in transition, where legal departments are grappling with the promise and limitations of new technologies while managing traditional operational challenges. Success in this environment requires a balanced approach that embraces innovation while maintaining realistic expectations about what technology can and cannot deliver.
The most successful legal departments appear to be those that view AI and automation as tools to enhance human capabilities rather than replace them. By focusing on strategic implementation, realistic quality expectations, and continuous adaptation, legal teams can position themselves to thrive in an increasingly digital financial services landscape.
As the financial services sector continues its digital evolution, legal departments that can balance innovation with prudent risk management, while fostering cultures of adaptability and continuous learning, will be best positioned to support their organizations' success.
Ready to future-proof your legal team? Explore how leading financial institutions are strengthening their legal teams with Axiom's deep bench of specialized talent.
Posted by Emmanuel Richard
Emmanuel Richard has a diverse background spanning investment banking, derivatives analysis, and sales leadership. He began his career as a Derivatives Analyst at J.P. Morgan, where he developed innovative Alteryx solutions that reduced human error by 80% and streamlined margin call processes for over 100 global clients across four regions. His expertise in process optimization and client relationship management was further honed during his tenure as an Investment Banking Analyst at UBS in Singapore. Emmanuel holds an MBA from Singapore Management University and a degree in Political Science, International Relations and International Political Economy from the National University of Singapore, where he was an active member of the Fencing Team and served in leadership roles across multiple student organizations. His analytical skills, combined with his experience in high-stakes financial environments and proven track record of building efficient systems, bring a unique perspective to his writing on business strategy and operational excellence.
Related Content
Same Problem, One Fix: How a Change Management Framework Can End AI Stall and Law Firm Habit Together
Law firms and AI adoption share the same root problem: change resistance. Learn how the Beckhard-Harris model helps legal teams drive transformation.
What the Quiet Revolution Taught Us
Axiom CRO Sara Morgan on 26 years of ALSP growth: why in-house legal leaders are 3x more satisfied with alternative providers—and what comes next.
The Law Firm Reflex Is Costing You Millions
Axiom CRO Sara Morgan: 61% of legal departments default to law firms when workload spikes, and it's costing them millions. Here's how to break the reflex.
AI Governance Framework: How Legal Teams Can Get It Right
AI governance framework guide for legal teams: risk-based AI policies, data governance, vendor safeguards & compliance best practices.
The Real Reason Legal Departments Can’t Change—And What to Do About It
New Axiom research reveals mindset—not budget—is the biggest barrier to legal transformation, and how GCs can close the knowing-doing gap.
Will AI Replace In-House Lawyers? What General Counsel Need to Know
Will AI replace lawyers? Discover how AI is transforming legal work. Learn why human judgment, business acumen, and communication matter more than ever.
What the WSJ $3,400 an Hour Story Really Means for Legal Teams
Premium firms may charge $3,400/hr, but budgets break from rising associate rates. Legal teams need elastic capacity plus AI to control spend.
Best in Class: Study Ranks Axiom #1 Across Key Performance Metrics
Axiom ranks #1 in 8 out of 9 key performance metrics for flexible legal talent providers, demonstrating unmatched expertise, coverage, and cost-effectiveness. Discover why GCs trust Axiom.
ESG Reporting: Full Guide, Standards, and Requirements
Learn what ESG reporting is, key frameworks like GRI and SASB, evolving regulations, and how to build a reporting program that delivers real business value.
Law.com: The CLOUD Act, Encryption and the US-UK Standoff in 2026
The US-UK encryption standoff has trapped tech companies between irreconcilable mandates—in-house counsel must navigate strategic risks when compliance with both jurisdictions becomes impossible.
AI Contract Management: What Legal Teams Need to Know
As legal teams face mounting pressure to do more with less, AI contract management solutions offer a compelling answer, transforming the contract process.
Why 80% of In-House Teams Are Rethinking Their Law Firm Relationships
New research reveals a legal market caught between legacy habits and transformation, with significant implications for how legal work gets done.
State Privacy Laws: 2026 Changes & Compliance
Navigate 2026 state privacy law changes across 15 states. Learn compliance requirements for Indiana, Kentucky, Rhode Island & key CCPA updates.
Why Axiom Outperforms LPO on Quality, Flexibility, and Business Impact
While LPO can solve some problems, it frequently creates new ones. This is where Axiom’s model offers a fundamentally different and better approach.
Finding Professional Confidence, Personal Balance: How Axiom Empowered a Commercial Attorney's Career Transformation
Discover how Axiom empowered commercial attorney Eileen to rebuild her career and confidence while balancing single parenthood after personal tragedy.
The AI Paradox: Why Your Legal Team's Productivity Gains Are Fueling a Retention Crisis
93% of legal professionals say AI boosts productivity, yet 76% fear job loss. New research reveals how AI anxiety is driving turnover. See the new data.
Essential Resources for In-House Legal Teams: 2025 Year in Review
Explore Axiom's top 2025 legal resources on AI adoption, talent retention, budget transformation, regulatory insights for in-house legal teams, and more.
The Hidden Crisis Destroying In-House Legal Teams: How to Retain Legal Talent
Discover why 46% of satisfied in-house lawyers are job hunting and how ALSPs cut attrition risk by 50%. New research reveals the hidden retention crisis.
- North America
- Must Read
- Expertise
- Legal Department Management
- Work and Career
- Perspectives
- State of the Legal Industry
- Legal Technology
- United Kingdom
- Australia
- Hong Kong
- Singapore
- Artificial Intelligence
- General Counsel
- Central Europe
- Legal Operations
- Solutions
- Regulatory & Compliance
- Spotlight
- Data Privacy & Cybersecurity
- Technology
- Commercial & Contract Law
- Corporate Law
- Global
- Tech+Talent
- Axiom in the News
- Large Projects
- Finance
- Law Firms
- Featured Talent Spotlight
- GC Report
- Healthcare
- Videos
- Cost Savings
- Intellectual Property
- Capital Markets
- Diversified Financial Services
- Labor & Employment
- Budgeting Report
- Secondments
- Commercial Transaction
- Energy
- In-House Report
- Investment Banking
- Regulatory Response
- Banking
- Construction
- Consulting
- Consumer Packaged Goods
- DGC Report
- Financial Services
- Healthcare & Life Sciences
- Industrial
- Legal Support Professionals
- Litigation
- Manufacturing
- Materials
- Mergers and Acquisitions
- Pharmaceuticals
- Retail
- Transportation
- Aerospace & Defense
- Automotive
- Business Services
- Consumer Services
- Education
- Food And Beverage
- Hospitality
- Insurance
- News
- Private Equity
- Professional Services
- Public Sector
- Real Estate
- Recruitment Solutions
- Specialized Advice
- Telecom
- Utilities
Get more of our resources for legal professionals like you.

