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AI Doesn't Create Growth, Better Signals Do

By Zena Applebaum posted an hour ago

  

Please enjoy this blog post co-authored by Zena Applebaum, Senior Vice President, Head of Marketing, Harbor Global LLC and Michael Kershek, Solutions Marketing Specialist, Harbor Global LLC.

Every AI conversation eventually lands in the same place.
 
The technology is impressive. The demonstrations are slick. The possibilities seem endless.

But after attending the Legal Marketing Association Chicago program, What Are Law Firms Actually Doing with AI? With more than 40 people in the room, one message came through loud and clear: the firms creating competitive advantage aren't chasing AI—they're solving business problems. Hosted at DLA Piper and featuring Nancy Roberts Linder, CMO, Chapman and Cutler LLP, Barry Solomon, Paul Talaga, Vice President of Sales, TRĒ AI, and Todd Miller CEO, TRĒ AI, the discussion focused less on the technology itself and more on the conditions required for it to deliver meaningful business value.

For us, it reinforced something I've written about before in my post on Signals. AI doesn't magically create insight or growth. AI amplifies whatever you feed it. If your underlying data is fragmented, inconsistent or incomplete, AI simply gets better at finding patterns in bad information.
 
Clean data isn't just a governance exercise anymore. It's the foundation for growth.
 
When firms invest in better CRM data, richer experience information, connected marketing technology, and trusted knowledge repositories, AI can begin surfacing what really matters—not just more information, but stronger signals.

Signals that identify emerging client needs.
 
Signals that connect lawyers with the right opportunities.
 
Signals that help business development teams act before competitors even recognize an opening.
 
Signals that turn all lawyers into rainmakers.  
 
That's where the opportunity lies.

One comment from the panel particularly resonated with us: Would you still be excited about this solution if it didn't have AI?
 
It's a deceptively simple question.

Too many organizations begin with the technology and then search for a problem to apply it to. The firms making real progress are doing the opposite. They start with the outcome they want—improving client relationships, reducing administrative burden, creating more consistent thought leadership or enabling lawyers to collaborate more effectively—and then determine whether AI is the right tool.

This isn't really an AI strategy, it's a growth strategy. 
 
The conversation also highlighted something we believe will become even more important over the next few years: judgment. AI can generate content, summarize information, and surface recommendations, but it doesn't understand your firm's culture, your brand promise, or what truly differentiates you from the firm across the street. That's still our job.
 
In fact, we would argue the marketer's role becomes even more valuable. As AI handles more of the production, marketers become the stewards of context, quality, and most importantly, articulated differentiation.

For firms attending ILTACON and planning their next phase of AI adoption, our advice is simple:
 
Start with the problem, not the technology. Invest in your data before your next AI tool. Share prompting techniques across teams. Experiment relentlessly. And never lose sight of the human judgment that turns information into action.
 
Or, as one of the panelists concluded the current moment perfectly:
 
Be AI's master—or you'll become its servant.




#KnowledgeManagement
#ArtificialIntelligence
#GenerativeAI
#200Level
#Firm
#LeveragingData
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