// Tagged with AI-first Entrepreneurs
Last week in the Bay Area, I found myself sitting in rooms where some of the smartest founders in AI openly admitted the same thing:
Nobody really knows where the world is headed.
And strangely, that was comforting.
Because beneath all the hype, noise, and AI hot takes, one thing became very clear: we are all entering a completely new era of company building.
Over the course of a week, I spent time with founders, operators, investors, and AI builders discussing what separates the companies that will survive from the ones that will disappear.
A lot of notes. A lot of debates. A lot of conviction. And honestly, a lot of uncertainty too.
What follows are the ten insights that stayed with me.
1. The 95% Accuracy Threshold is the Magic Number
In vertical AI, 85% accuracy means customers spend 15% of their time fixing errors. At 95%, the flip happens and adoption scales rapidly.
Every industry is waiting for this moment, and whoever gets there first wins the vertical.
2. GTM is the New Moat, Not the Product
Code is essentially free now. Building a product is no longer a differentiator.
What separates winners is distribution, forward-deployed engineers, in-person relationships, and the ability to sell to strangers, not just your network.
One line that stayed with me: your first $2M should not come from people you know.
3. Triple Your In-Person Meetings
This came up from almost every speaker.
Enterprise deals above $100K are won face-to-face. Go to the Midwest, go to Iowa, go where no one else is going. The founders who are winning are the ones physically showing up where competitors are not.
4. Speed Over Everything. Ship Weekly, Not Quarterly
The companies that are thriving have completely abandoned quarterly roadmaps.
Observe.ai went from shipping quarterly to weekly and called it their biggest unlock. Engineers talk directly to customers. No CPO, no layers. Bias to action is the new operating model.
5. Marry the Mission, Not the Plan
The AI landscape is shifting every 3 to 5 months.
Products need to be rebuilt, teams need to change, and pricing models will evolve. The founders who are winning are the ones staying anchored to the problem they are solving, not the solution they originally built.
6. Vertical AI is Collapsing Time to Value
Harvey and OpenEvidence went from zero to $100M ARR in 2 to 3 years.
What used to take a decade now takes months. Boring industries that never made the SaaS leap are now the biggest opportunities because they are sitting on unsolved problems and low vendor saturation.
7. Meet the Customer Where They Are
The best AI products do not force workflow change.
OpenEvidence required no personal health records. Harvey was just a Word plugin. The less friction you create in adoption, the faster you reach the accuracy threshold that drives scale.
8. Fundraising is About Transferring Confidence
Investors do not invest in dots. They invest in lines.
Show a pattern of building, learning, and moving. Deep insight from personal experience or real customer conversations is what gets attention.
If your pitch deck looks like it came from Claude, it is a red flag.
9. Raise Half of What They Offer
Too much money gives founders too much confidence and too little urgency.
Always raise half. The best decisions come from constraint, not abundance. And only take the round when there is genuine pull from the market, not when you push your way in.
10. The Boring Industries are the Big Opportunity
Healthcare is still 60% on-premise.
Industries like legal, compliance, and logistics never fully made the SaaS transition. AI can meet these customers exactly where they are, without asking them to change.
The less glamorous the industry, the less competition and the more room to build something that actually sticks.
One Final Thought
After a week of conversations, one pattern stood out.
The winners are not necessarily building the most sophisticated technology. They are building the fastest path from value creation to value realization.
AI may be changing the technology stack, but distribution, customer empathy, speed, and execution remain the fundamentals.
The tools have changed. The principles haven’t.
And that may be the most important lesson of all.
At AIBoomi, we spend a lot of time thinking about how founders learn from one another. Not through keynote speeches or polished frameworks, but through honest conversations about what’s working, what’s broken, and what’s changing.
These ten insights emerged from exactly those kinds of conversations.
The AI era will create entirely new categories, companies, and opportunities. But it will also reward many of the same founder traits that have always mattered: curiosity, speed, resilience, customer obsession, and the willingness to keep learning.
The future may be uncertain.
But that’s exactly what makes this such an exciting time to build.
// Tagged with AI-first Entrepreneurs
