From Noise to Action: How Law Firms Can Leverage Trigger Events and AI

Building a strong book of business for Lawyers starts with deep client relationships—grounded in credible, consistent, and personalized communication. But how does a busy Attorney find the time to generate this content across their network of relationships?

Attorneys are flooded with new information, much of which doesn't always have a ton of use. Every day brings a fresh wave of news alerts, earning reports, executive changes, filings, and press releases. But while data is everywhere, actionable content  is not.

Triggers and signals are the catalysts that help craft the “perfect message” at the perfect time. When used thoughtfully, they don’t just support outreach but they position attorneys as trusted advisors, communicating that they’re not only monitoring a clients business issues but also thinking meaningfully about how to solve the issues at hand.

At larger firms, Competitive intelligence (CI) teams take on this laborious, time consuming task but are stretched for capacity. Imagine an attorney juggling 10 active clients and staying aware of 90 inactive clients or future prospects. If each company generates just 100 relevant articles a month, that’s 10,000 pieces of content to review—requiring around 166 hours of reading and analysis. For one person, that level of manual effort simply isn’t realistic, let alone sustainable.

Fortunately, advancements in AI now make it possible to cut through the noise—filtering vast volumes of content to surface what truly matters and turning it into actionable insight, fast. We’ll break this down using what we’ve learned from building our own Opportunity Engine, which delivers timely signals and triggers to help attorneys strengthen relationships and drive growth.

What are Signals & Triggers?

Signals and triggers are critical tools in competitive intelligence and law firms—but often misunderstood. Knowing how they differ and work together can turn insight into real opportunity. Let’s break them down.

Understanding Triggers

Richard Harris, sales expert and founder of The Harris Consulting Group defines "A trigger as anything that gives you and the target some level of commonality, so that the contact can be more personal." He goes on to claim that "nobody cares what we do. They care about the pain we solve."

Here are a few key things that triggers can help law firms identify:

  • A change in a client’s industry or business strategy (e.g., entering a new market or launching a new product)
  • An opportunity to upsell services based on emerging needs or structural changes
  • Executive or legal team turnover at a client or prospect
  • A new regulatory development impacting a key sector
  • Mergers, acquisitions, or funding announcements
  • A public legal dispute, litigation filing, or enforcement action

When identified and used correctly, real-time triggers help attorneys stay informed about competitors and spot emerging trends in the market.

Understanding Signals

While triggers are immediate and specific events, signals are broader patterns that emerge over time. They help uncover trends, anticipate client needs, and guide strategic planning. Consider signals as the early warning system that attorneys and CI teams can leverage to stay ahead of the curve.

Where a trigger might prompt an immediate outreach, a signal helps you build a longer-term view—shaping how you monitor a client or track an industry. Here are a few key patterns that signals could help law firms uncover:

  • An increase in ESG-related litigation across a particular industry
  • A steady rise in privacy and cybersecurity enforcement actions
  • Growing regulatory attention in a client’s sector
  • Repeated hiring patterns (e.g., multiple companies appointing compliance officers)
  • A cluster of M&A deals in a specific market segment
  • Shifts in language across analyst reports or investor presentations
  • Recurring client mentions in litigation or regulatory filings

When surfaced and analyzed correctly, signals allow attorneys to anticipate risk, spot opportunity, and engage clients through actionable insight pertaining to the evolving nature of their industries and sectors.

The Problem? Too Much Data, Not Enough Actionable Insights.

Before the advent of tools like Google Alerts in 2003, firm research teams dedicated countless hours to manually scanning newspapers, magazines, and online articles to compile newsletters for attorneys. For instance, at one firm, the research team logged 1,800 hours to produce 20 newsletters, without any means to assess readership or engagement The introduction of platforms like Manzama and LexisNexis Newsdesk aimed to alleviate this burden by automating content aggregation.

However, these tools often delivered a deluge of information without context, leaving attorneys to sift through data to find relevance. As Paul Sammon aptly stated, "Attorneys don't want to read news; they want to read analysis."​ While Google Alerts provided a means to monitor specific keywords, it lacked the sophistication to discern relevance or provide actionable insights. The result was an overwhelming influx of information, much of which was peripheral or redundant.​

In today's fast-paced legal environment, relying solely on manual processes or basic alert systems is insufficient. To stay ahead, firms must embrace AI-powered solutions that not only aggregate data but also analyze and contextualize it, delivering timely, relevant insights directly to attorneys.​ As Peter Ozolin noted on the Knowledge in Practice: The CI Chronicles podcast, "If you're still relying on manual review and curation, you're missing the window. AI is now table stakes for delivering timely intelligence."​

Firms that adopt these advanced tools position themselves to transform information overload into strategic advantage, fostering deeper client relationships and driving business growth.​

AI Powered CI, Built for Law Firms

As noted in a 2024 Reuters article, law firms must go beyond reactive support to proactively understand their clients' industries and anticipate market shifts. Firms that embrace this mindset are better positioned to build stronger, longer-lasting relationships.

As firms look to move from reactive support to proactive engagement—as highlighted in the Reuters article—adopting AI is becoming essential. It allows CI teams to scale their efforts, reduce lag time, and deliver insights when they matter most. The comparison below illustrates how AI-enabled intelligence stacks up against traditional, manual CI and BD methods:

A graph depicting manual vs Ai-enabled competitive intelligence

At Kaitongo, we’ve built the Opportunity Engine, a platform that combines real-time content scanning with law firm-specific filters and AI-driven insight delivery. Here’s a look at our Opportunity Dashboard below:

Kaitongo's Opportunity Engine designed to help with Law Firm Business Development
Kaitongo's Opportunity Engine

Here's how it works:

  1. AI scans thousands of curated news and data sources daily: From filings to national media to niche industry coverage, the platform continuously monitors what’s happening across the market.
  2. Everything is tagged by sector, client, and practice area: Using our legal-specific taxonomy, content is organized in ways that mirror how firms operate internally.
  3. Triggers are identified by Practice, by Region and prioritized: Our system distinguishes between trendlines and one-off events—and highlights both when they matter most.
  4. Insights are sent directly to attorneys or CI/BD teams: Rather than adding another dashboard to check, the Opportunity Engine delivers timely, relevant updates directly to your team’s inbox—ready to use.
  5. AI + editorial context means better outreach: Each update comes with suggested framing, outreach hooks, and links to similar matters or cases—so attorneys aren’t left wondering “what now?"
The Knowledge Pipeline x How Kaitongo Works

Using Signals & Triggers to Build Relationships

Harris offers some practical advice that applies just as much to lawyers as to sales teams.

  • Use triggers to create personalized, relevant outreach—not generic check-ins
  • Start small:  An insightful comment, or a value-added article share can be the first of many touchpoints
  • One trigger isn’t enough: It takes consistent, thoughtful engagement (often 12–15 touches) to drive results
  • Avoid robotic outreach: AI can help identify the moment, create a draft, but your message still needs to sound human.

Ultimately, the goal is to turn intelligence into interaction– not just to inform, but to engage.

Ready to See the Opportunity Engine in Action?

If your CI team is ready to scale its impact and equip attorneys with smarter outreach opportunities, let’s talk. Get in touch to see how Kaitongo helps law firms cut through the noise and turn intelligence into action.

Want to stay ahead of how AI is reshaping business development in law? Subscribe to our newsletter for insights, real-world examples, and updates on the Opportunity Engine—delivered straight to your inbox.

Recent Posts

Kaitongo logo in white.
AboutBlog
Copyright © 2025 Kaitongo