Topline

Intercom gave up $60 million in contracted seat-based ARR to bet the entire company on an AI agent named Fin. The result? They passed $400 million in total ARR, with Fin driving over $100 million in revenue and 35% growth. In this episode, Sam Jacobs, AJ Bruno, and Asad Zaman break down what went into this massive turnaround. The conversation starts with the problem: the SaaS market cap dropping by $600 billion, and how this creates an urgent need for structural pivots. The hosts discuss the financial reality of agentic business models, why historic 90% SaaS gross margins are disappearing, and how scaling compute costs will impact your GTM strategy. The episode wraps up with tactical advice on managing board support, handling leadership pushback, and executing a burn-the-boats transition before your legacy product-market fit evaporates.
Link to Intercom CEO Eoghan McCabe's essay: https://ideas.fin.ai/p/there-is-exactly-one-way-that-saas
Key Episode Takeaways: 
- Shifting to an AI-first product fundamentally changes your financial model, requiring exponential revenue generation to offset massive compute costs, which Sam Jacobs points out by stating, "You are trading a good business for a worse business... you have to grow at exponential rates as an agentic business because your gross margins are so much lower than SaaS."
- Comfort is the enemy of innovation for established software companies, and survival often requires a massive operational reset, as AJ Bruno explains when noting that "Intercom had five straight quarters of zero net new ARR growth" before they took drastic action.
- The cost of human capital is rising as top performers require heavy compute access to execute their roles effectively, a reality Asad Zaman highlights by predicting that "Every recruiter at STA will probably have $10K, $20K, $30K worth of inference calls in the next couple of years... That's like a mini assistant for each person."
Connect with the Hosts:
Host: Sam Jacobs - https://www.linkedin.com/in/samfjacobs/
Host: AJ Bruno - https://www.linkedin.com/in/ajbruno3/
Host: Asad Zaman - https://www.linkedin.com/in/azaman1/
 
Topline is more than a YouTube Channel:
 -Subscribe to Topline Newsletter: https://www.joinpavilion.com/topline-newsletter
-Tune into Topline Podcast, the #1 podcast for founders, operators, and investors in B2B tech: https://www.joinpavilion.com/topline-podcast
-Join the free Topline Slack channel to connect with 600+ revenue leaders to keep the conversation going beyond the podcast: https://www.joinpavilion.com/topline-slack
Chapters:
00:00 Intro and Episode Overview 
01:21 Intercom 400M ARR Turnaround 
03:41 The Massive SaaS Market Cap Reset 
05:27 Executing a Burn the Boats Pivot 
09:05 Gross Margins of AI vs Legacy SaaS 
12:00 Defending App Commoditization 
18:16 Returning to Founder Mode 
27:29 Why You Need Full Board Support 
32:26 The Danger of Comfortable Growth 
36:31 The Real Cost of AI Inference 
42:27 Rising Talent Compute Economics 
49:25 Tracking the Right Churn Metrics 
52:38 Shifting GTM to Vertical SaaS

Sam Jacobs (CEO, Pavilion), AJ Bruno (CEO, QuotaPath), and Asad Zaman (CEO, Sales Talent Agency) debate exactly how to handle team members resisting AI adoption. When to leave them, when to nudge them, and when to fire them.
The discussion highlights real-world data, including how leading companies reach the top decile of AI adoption and the mechanics of running a 24-hour, four-squad AI hackathon to force experimentation. We also cover a critical performance heuristic from the past CPO of LaunchDarkly: if your team cannot execute simple tasks in a single day, you are falling behind. The conversation covers change management for revenue leaders, how to integrate AI into your daily enterprise pipeline generation, and why optimizing your GTM strategy means making hard decisions about personnel who refuse to adapt.
Key Takeaways:
>Driving AI adoption requires clear communication and rewarding good behavior, but AJ Bruno warns that leaders will ultimately have to "leave behind a handful of folks that are just not going to get on the bus, that aren't getting on board."
>When implementing new AI tools across your teams, Asad Zaman notes that expectations must scale with seniority, stating "I have more tolerance as I move lower in the org and less tolerance at the higher levels."
>AI should be treated as a creative partner for deeper analysis rather than a shortcut for unedited output, a reality Sam Jacobs emphasizes by warning "If you are just the pass through, you will be fired."
Connect with the Hosts
Host: Sam Jacobs - https://www.linkedin.com/in/samfjacobs/ 
Host: AJ Bruno - https://www.linkedin.com/in/ajbruno3/ 
Host: Asad Zaman - https://www.linkedin.com/in/azaman1/
 
Topline is more than a YouTube Channel: 
Subscribe to Topline Newsletter: https://www.joinpavilion.com/topline-newsletter 
Tune into Topline Podcast, the #1 podcast for founders, operators, and investors in B2B tech: https://www.joinpavilion.com/topline-podcast 
Join the free Topline Slack channel to connect with 600+ revenue leaders to keep the conversation going beyond the podcast: https://www.joinpavilion.com/topline-slack


Chapters:
00:00 Intro
00:35 The Question: Employees resisting AI
01:39 Convert them or fire them?
02:07 Running internal AI hackathons
03:54 How CEOs drive adoption
05:08 Mapping tasks to AI agents
06:27 The "Robot Layer" in emails
07:40 Claire Vo's anti-dinosaur framework
08:07 The One-Day Execution Heuristic
12:52 Why you should be scared
14:30 Elevating junior AI talent
16:35 Reducing 3 hours of work to 45 mins
18:54 Summary: How to uplevel the org
21:09 The tension between speed and depth
21:52 Pass-through? Fired! FIRED!!!

Is your traditional SaaS experience becoming obsolete? In this new 20-minute rapid-fire format, Sam Jacobs, AJ Bruno, and Asad Zaman tackle a specific listener question: How does a senior operator transition from a legacy B2B SaaS role into a high-growth AI company?
The market is shifting toward a meritocracy where recent hands-on capability outweighs decades of tenure on a CV. The hosts break down exactly how to position yourself for companies like CoreWeave and EliseAI. They discuss why hiding your lack of technical engineering skills is a mistake, how to build a portfolio of "work product" using low-code tools like Replit and Claude, and why being able to articulate the failures of AI models is actually the strongest signal of fluency.
Key Takeaways:
- Stop relying on a static resume and start building a portfolio of practical applications. As Sam Jacobs notes, the hiring landscape has shifted so that "your work product needs to speak for itself... demonstrating that you're capable of working with these tools, not theoretically, but practically through your conversations that you're having with hiring managers."
- We are entering a career reset where agility beats seniority. Asad Zaman warns that "whenever there is a platform shift... the value of experience goes down a little bit," which creates a massive opportunity for younger leaders to "move up faster if you present in a very compelling manner because people are not looking at titles the same way."
- Cultural currency matters as much as technical skill. To be taken seriously by founders in this space, you must consume information where they do. As Asad Zaman puts it, "If they find out that you're not on AI Twitter or AI X, I think they will think you're not a serious person... the information is not gonna be found in these old school channels."
Connect with the Hosts:
Host: Sam Jacobs - https://www.linkedin.com/in/samfjacobs/
Host: AJ Bruno - https://www.linkedin.com/in/ajbruno3/
Host: Asad Zaman - https://www.linkedin.com/in/azaman1/
 
Topline is not JUST a YouTube Channel!
Subscribe to Topline Newsletter: https://www.joinpavilion.com/topline-newsletter
Tune into Topline Podcast, the #1 podcast for founders, operators, and investors in B2B tech: https://www.joinpavilion.com/topline-podcast
Join the free Topline Slack channel to connect with 600+ revenue leaders to keep the conversation going beyond the podcast: https://www.joinpavilion.com/topline-slack
 
Chapters:
00:00 Intro
01:58 Viewer Q: Transitioning to AI
02:48 Show Work Product, Not Just CVs
04:36 Applying SaaS Principles to AI
05:58 The AI-First Mentality
08:58 Articulating AI Limitations
11:30 The Meritocracy Shift
13:55 Unexpected AI Wins
21:27 Staying Culturally Relevant
24:29 Summary: How to Get Hired

Citrini Research claims AI agents will replace white-collar jobs by 2028, triggering a massive economic crash (and repricing of SaaS stocks). Sam Jacobs, AJ Bruno, and Asad Zaman analyze the validity of this thesis and the immediate impact on enterprise valuation multiples. The discussion moves to the practical realities of the innovator's dilemma, specifically how legacy software companies must cannibalize their own revenue to survive. They cover strategies for GTM transformation, the loss of pricing power in traditional SaaS, and why Gong's pivot to "Chief Revenue Architect" signals a deeper identity crisis in the market.
Key Takeaways:
* The hardest part of adapting to AI is destroying your current margins. Sam Jacobs argues that leaders get emotionally attached to ARR, noting that "the hardest part of the innovator's dilemma is price... the only way to get out of it is to... go towards a worse business" in the short term.
* Pivoting sounds great on paper, but is far harder in practice. Asad Zaman highlights the operational difficulty of telling investors about the actual steps involved; e.g. "I'm going to do a reorg and I'm then going to change my strategy that's actually going to increase churn... That's a war at the board level."
* Title changes don't fix structural issues. Asad Zaman and Sam Jacobs advise revenue leaders against accepting Gong's new "Chief Revenue Architect" title because "it's going to hurt your career moving forward... This sounds like you were demoted to rev ops to me."
Your Hosts:
Host: Sam Jacobs
Host: AJ Bruno 
Host: Asad Zaman

Topline is more than a Podcast!
Subscribe to Topline Newsletter: https://www.joinpavilion.com/topline-newsletter
Watch on the YouTube channel: https://www.youtube.com/@TOPLINE-Media
Join the free Topline Slack channel to connect with 600+ revenue leaders to keep the conversation going beyond the podcast: https://www.joinpavilion.com/topline-slack
Chapters:
00:00 Intro

02:04 The Citrini Report Examined

07:05 Startups vs. Innovator's Dilemma

12:35 SaaS Valuation Repricing

15:29 Losing Pricing Leverage to AI

21:29 Is White Collar Work Dead?

25:10 Margin Compression Strategy

31:17 Restructuring Engineering Teams

35:09 Microsoft's Product Pivot

39:54 How AI Improves CEO Workflow

44:50 Gong's Chief Revenue Architect

51:17 Why the CRO Title Matters

55:14 AI Predictions Looking Ahead

Nick Turner, CEO of Dreamdata, joins Sam in this special episode of Topline Spotlight. They unpack a challenge many B2B leaders are facing right now: how do you raise capital in a market obsessed with AI when you're not an "AI-native" company?

Nick shares his journey from CRO to CEO and what it was like stepping into the top job—only to immediately lead a $55M Series B raise in one of the toughest venture environments in recent history. After speaking with 73 investors in six weeks, he reflects on the realities of fundraising today, investor skepticism around revenue durability, and why profitable, efficient growth still wins.

Nick brings nearly 20 years of commercial leadership experience scaling martech companies from Seed and Series A to $75M in revenue. Now leading Dreamdata—a Copenhagen-based B2B marketing attribution and activation platform—he's helping marketers prove what's working and take action on it.