[3Qs with AI CoE] Guest Kathy Slowinski
The "Singularity" CEO: Why the Era of the Specialist is Over. A masterclass on running a $100M+ portfolio with a small team and the operational architecture of the AI-first firm
Most podcasts are 45 minutes of fluff wrapping 5 minutes of insight. We skip the weather, the “how are yous,” and the generic bios.
Welcome to 3 Questions with Trilogy AI Center of Excellence.
The rules are simple: I ask the guest three rigorous, tailored questions based on their actual work. They ask me zero to three questions back. We are done in 15 minutes.
For this episode, I sat down with Kathy Slowinski. Kathy is the CEO of Trilogy and Kayako portfolio companies, managing $100M+ revenue streams, large teams, and most innovative AI-first workflows. While most CEOs view AI as a delegation task, Kathy operates under the internal brand of “The AI Boss” and treats AI adoption as a hands-on combat sport.
Here is what we uncovered.
1. The CEO on the Battlefield
I asked Kathy about the specific ROI of her public persona, “The AI Boss”. Unlike executives who post high-level platitudes, she shares nitty-gritty operational playbooks and her failures. She explained that AI adoption is a Battlefield. For a leader to be effective, they cannot command from the rear.
Spiky Point of View: “Leading from the front” means publicly sharing your messy workflows and failed experiments, not just your polished wins.
Kathy argues that the only way to win on this battlefield is to show your team that you are in the trenches with them. By sharing real stories, like the specific struggles of implementing a new agent workflow, she creates a permission structure for her team to experiment and fail themselves. If a CEO retreats to their office to do their day job manually while telling the team to be “AI-Forward,” the initiative fails.
Spiky Point of View: The modern CEO must be a Builder first. You must prove you are willing to get your hands dirty to figure it out.
2. The 10-Day Rule & The Intuition Gap
I asked Kathy for her “Kill Criteria” and how she decides in 5 minutes if a tool is worth her time. She rejected the premise entirely. We have moved past simple apps into complex orchestration. She believes you cannot judge a serious tool without 5 to 10 days of “hours in the seat”.
Spiky Point of View: The learning curve is the moat; if you dismiss a complex tool because it isn’t intuitive in 5 minutes, you are confusing a toy with a tool.
There is a second layer to this. What happens when the tool is difficult and the payoff isn’t immediately obvious? Kathy relies on Intuition.
Spiky Point of View: When the data isn’t clear, you must rely on Gut Feel to identify which tools have the potential to become superpowers despite their early friction.
She cited her experience with image generation models like “Nano Banana.” Initially, the results were underwhelming. Her intuition told her the technology was legitimate. By sticking with it through versions 2 and 3, when others would have churned, it became a core part of her workflow. That combination of Patience (10 days) and Intuition (spotting potential) is how you build a stack that others can’t copy.
3. The “Constructed Fallacy” of Departments
This is the most ambitious insight from the interview. Kathy manages a $100M portfolio with fewer than 20 people. When I asked about the next steps in her career, she referenced Elon Musk and the concept of the “Singularity,” specifically the ability to run a $1 Billion portfolio with that same handful of people.
Spiky Point of View: The concept of a “Department” (Sales, Marketing, Ops) is a Constructed Fallacy. It is a legacy workaround for human cognitive limits that AI has now removed.
She noted a critical constraint: Culture. You can only execute this if your company allows it.
Spiky Point of View: To reach the business singularity, you need an organizational culture that gives you the License to break the traditional structures of the firm.
At Trilogy, Kathy has the license to tear down the walls between functions. In most companies, if a CEO tried to dissolve the Marketing Department and merge it into Product, they would be called crazy. Kathy believes this is the inevitable future. We are moving toward a world of Horizontal Product Owners who use AI to execute every function across the stack. Her ambition is to prove that a small, elite team can scale revenue 10x without scaling headcount.
4. The Network Expert (The Feedback Loop)
Kathy closed by reflecting on a rewarding side effect of her “AI Boss” persona. She has become the “Network Expert”. It isn’t just about social media metrics. It is about the tangible impact of helping her peers.
Spiky Point of View: The ultimate reward of deep operational expertise is the opportunity to lift the entire community, turning “teaching” into a tool for your own development.
Kathy regularly speaks at company “All Hands” meetings and leads workshops for other CEOs who are struggling to get started. Far from being a distraction, she finds this incredibly motivating. It forces her to clarify her own thinking and keeps her connected to the broader market reality. Being the person who can translate the “wild time” of AI into a roadmap for others has become a key part of her own growth and satisfaction as a leader.
Watch the full 13-minute session here: