Talent, Tech, and Tomorrow: The Week in Review
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The Week in Review - Talent, Tech & Tomorrow

In this week’s issue: just 6% of organizations are getting real enterprise-level financial impact from AI-hitting 5%+ EBIT gains-while investing more than 20% of their digital budgets into AI. That’s a delta worth unpacking. At the same time, the legal industry’s slow but steady mindset shift away from billable hours gets an AGI deadline: projections are moving from 40 years out to sometimes just five. And while AI agents are being tested across 62% of orgs, most are still stuck in pilot mode-no scale, no payoff. That says a lot. But we’re missing the best part: your thoughts. Check out this week’s news and then let me know what you're seeing in your own corner of the business-of-law world.

In This Issue:

Can artificial intelligence (AI) reshape how organizations innovate? According to a McKinsey survey, 62% are experimenting with AI agents, but only a few have moved beyond the pilot stage. That speaks volumes. If 88% claim they’re using AI, why haven't we seen meaningful, enterprise-level impact across the board? What obstacles exist? And how is that top 6%—the real high performers—translating early AI adoption into a 5%+ EBIT lift?

This is more than just a technology story. It’s a talent story. It’s about mindset, execution, and knowing how to transition from now to next. These are the moments when organizations either embrace the early phase or hold back, waiting for a non-existent playbook.

In legal, Rhys Dipshan at ALM poses an important question—is Gen AI more evolution than revolution? And if so, what are we actually evolving past? Perhaps it’s time to fully break from the gravitational pull of the billable hour. That might be the key to what comes next. Over at Legally Disrupted, Zach Abramowitz tracks Robin AI’s challenges. He argues the issue isn't the tech—it’s the story and branding. When innovative tech stumbles in public, what gets lost? What lessons can we learn from their experience?

With the AGI conversation gaining speed, Gregg Wirth at Thomson Reuters urges action. Legal professionals, are we ready to evolve beyond legacy business models? Are we prepared to rethink what a legal career looks like by 2035? That’s not far off. The rise of Gen AI is one aspect, but the larger shift is personal, professional, and structural. What does it mean to build a future-ready legal community from the inside out?

We’re not waiting for a tidal wave. We’re already in it. The conversations we start now—about innovation, talent, and leadership—will shape this industry's future a decade from now. So where do you stand? Are you building for what’s already here or for what’s coming next?

AI in Law

⚖️ Fast-approaching AGI Revolution in Law Firms

The rapid approach of artificial general intelligence (AGI) is signaling transformative change in the legal industry, potentially within the next 5 to 10 years, far sooner than many anticipated. Gregg Wirth makes a compelling case that legal professionals must now prepare for a sweeping shift in how legal work is structured, delivered, and valued. Early adopters of AGI will find new pricing models, operational structures, and ultimately, a competitive advantage that reshapes the legal playing field.

  • AGI’s accelerated timeline, now expected to arrive within a decade, requires immediate, strategic planning across all levels of the legal profession.
  • As core legal tasks like document review and research become automated, the economic engines and traditional career ladders of law firms face significant disruption.
  • New AGI-driven approaches, such as subscription-based services and outcome-aligned pricing, offer early adopters a formidable edge in client service and profitability.
  • Responding to AGI is not just about tech—it demands a cultural reset and a shift in mindset, embracing uncertainty and preparing for new roles and workflows.

What this means for your career: It’s no longer a matter of 'if' but 'how soon'. Law firms must ask themselves if they are evolving fast enough to stay relevant in the age of AGI. How will traditional hierarchies shift, and where will human empathy and critical thinking remain essential in an automated landscape? From my experience guiding firms through past inflection points, including the rise of legal operations and e-discovery, those who combine technological readiness with talent development succeed. The real question is whether you will be ready when the transformation begins.

via www.thomsonreuters.com

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David

David

The question is, are we ready to adapt swiftly to AGI's imminent impact on our legal industry? What does this mean for your career? As I've seen in my coaching work, this isn't just about technology adoption but a substantial cultural shift. Early adopters stand to gain, but only if we engage proactively with AGI scenarios and rethink traditional structures.
AI Integration: Promise and Peril

🤖 Robin AI's Rocky Road: Navigating AI in the Legal Tech Space

There’s a powerful lesson embedded in this developing story, one I’ve seen repeated often over two decades of coaching talent and driving legal tech adoption. In a recent Legally Disrupted episode, Zach Abramowitz and Richard Tromans explore Robin AI’s unexpected struggles. After a promising shift to large language models, the company now finds itself on a UK distress acquisition platform. It’s a timely reminder that early success doesn’t always secure long-term viability, especially when the human-AI balance is involved.

But this isn’t about an AI crash, it’s about alignment. How do we blend innovation with professional rigor when waypoints are constantly shifting? Robin AI’s challenges highlight what I call the “execution gap” in legal transformation: without strong brand clarity, investor alignment, and operational integration, even promising tech falters. This situation calls on all of us in legal operations and leadership to rethink how we approach AI integration in high-stakes environments.

What stood out

  • Funding Frustrations: Robin AI’s struggle to secure sustained investment echoes a familiar theme: innovative ideas still need financial scaffolding to scale.
  • Fostering Fascination: Despite setbacks, legal AI remains white-hot. Forward-thinking startups like Crosby and Uvia are pulling in serious capital. The market’s curiosity hasn’t cooled.
  • Brand Clarity: Your narrative matters. In complex change environments, firms need more than tech; they need a coherent story to guide clients, teams, and backers alike.

What it raises

  • How can firms investing in AI-human integration build the resilience needed to weather early-stage volatility?
  • What lessons can Robin AI draw from companies that have successfully aligned product, purpose, and positioning?
  • Is Robin AI’s pivot an outlier, or a warning sign for other legal tech companies that scaled too quickly, too soon?

As I often say, transformation happens at the intersection of technology and people. In this conversation, Zach and Richard remind us that innovation is not just about code; it’s about clarity, connection, and constant course correction. What this means for your career: stay curious, stay adaptable, and keep measuring how your unique expertise fits inside the evolving world of legal services.

via www.youtube.com

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David

David

Here's my take. The Robin AI situation shows the risks of bridging AI with human expertise, but it's not a death knell for the AI industry. The question is, how can firms learn from Robin AI's challenges and better integrate technology into their operations? This means for your career, having a deep understanding of AI's potential and limitations is crucial.
AI and Innovation in Organizations

🤖 McKinsey's 2025 AI Survey Uncovers Enterprise & Innovation Trends

The McKinsey Global Survey, involving 1,993 respondents across 105 countries, provides insights into AI's evolving role in business today. While AI adoption is widespread—88% of organizations report using it in at least one business function—only a third have moved beyond pilot stages to fully scaled implementations. Despite growing experimentation, particularly with AI agents, only 39% of organizations have seen a notable effect on EBIT, suggesting that the path from testing to tangible financial impact is still developing.

  • AI is now present in at least one function for 88% of organizations, yet two-thirds have not implemented it at scale across their operations.
  • While 64% credit AI with driving innovation, just 39% report measurable enterprise-level outcomes.
  • 62% are exploring AI agents, showing a strong interest in emerging technologies.
  • Forecasts about AI’s impact on the workforce vary: 32% anticipate job reductions, 43% foresee no change, and 13% expect workforce growth.

AI is clearly thriving in its exploratory phase, but broader integration remains elusive for many. Though some leading organizations are driving real innovation and growth, the larger challenge is turning promise into practice. The key issue persists: How can companies overcome obstacles and refine their strategies to fully capitalize on AI’s potential?

via www.mckinsey.com

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The Dawn of Legal AI

⚖️ Gen AI's impact on legal industry relationships increments

At the TLTF Summit 2025, conversations centered around the evolving role of generative AI in the legal sector. Rather than viewing gen AI as a disruptive force, thought leaders framed it as a natural progression in a broader movement already underway. With a spotlight on modernizing billing structures and enhancing client-firm dynamics, the industry is cautiously optimistic but visibly grappling with extracting real value from AI investments. The key theme? Transparent dialogue and demonstrable impact.

  • Generative AI is largely perceived as a continuation of existing trends, not a radical divergence.
  • New, innovative pricing frameworks are beginning to challenge long-standing industry conventions.
  • Trust and adaptability play pivotal roles in closing the gap between what AI can deliver and what clients expect.
  • AI’s true potential relies on collaborative, flexible relationships between law firms and their clients.

As the legal industry stands at the threshold of transformation, gen AI is gradually weaving its way into foundational practices. The question becomes less about if and more about how. How will forward-looking firms carve their niche in this tech-forward era? Can lessons from previous inflection points illuminate our current path or forecast new challenges ahead? And could bold, reimagined pricing models redefine the way legal services are valued and delivered? The answers are still unfolding, and we’re watching closely.

via www.law.com

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