AI Technology Background
Venture studio · AI-native · all in the open

Software products built by AI agents, validated in weeks.

One human. An AI workforce. A repeatable system for shipping and validating AI-native B2B products — without funding, headcount, or guesswork.

25

Bets validated

from bet-ledger

2 wks

Avg time to MVP

idea → live LP

15+

Landing pages live

on Vercel

$0

Outside funding

bootstrapped

How It Works

A repeatable machine for validated AI products

Not a startup. Not an agency. A systematic process that finds narrow problems, validates demand in days, and builds only what the market has already confirmed.

01

Scout

AI finds narrow ICP problems using the Narrow-ICP Cloning framework across 8+ verticals.

02

Gate

Keyword demand check — ≥3/6 signals required before any LP or ad spend is approved.

03

Validate

Landing page + Google Ads live in 48 hours. Real signups from a real market, not a survey.

04

Build

Only on validated demand. AI agents write the product — weeks, not months.

05

Ship or Kill

Traction → spin off as its own product. No traction → publish the learnings and move on.

Kill fast or double down — there’s no middle ground

Every bet has a 30-day decision clock. The data decides, not conviction.

No vanity builds

Every dollar spent on ads is a market research investment. Not a single line of code before demand is proven.

AI as workforce

Specialist agents handle ads, outreach, landing pages, code, and ops — running 24/7 without a headcount.

Open by design

Every bet, every outcome, every kill decision is documented. The failure log is as public as the wins.

By the numbers

25

Bets run

across 8 verticals

2 wks

Idea → live LP

average cycle time

8

Bets archived

killed on data, not hope

1

Human on the team

everything else is AI

Profile photo of Dario Verghi, Founder of LeanAI Studio
About the Founder

From scaling MongoDB to building with AI agents

I spent nearly two decades learning how big companies grow. Now I'm learning how small teams can create outsized value — with AI as the multiplier.

Dario Verghi·Founder · Human Supervisor · Venture Studio Architect

The Journey

1

The Executive Years

For nearly two decades, I operated at the highest levels of US tech multinationals. Most recently as Global VP at MongoDB, leading worldwide sales development through hypergrowth. I was good at it. But somewhere along the way, I started asking: What am I actually building?

2

The Intentional Exit

In 2023, I took a sabbatical from MongoDB. A year later I came back for one more try — bigger role, global mandate. Thirteen months in, I knew. I resigned in November 2025 and left for good in February 2026. Not because I had to. Because I’d already tested the alternative and found it wanting.

3

The Experiment

I became obsessed with a question: What if AI agents aren't just tools, but core team members? What if the "team" was 1 human + AI specialists? I started testing. 48-hour MVPs. Kill fast or double down. The results surprised me.

4

LeanAI Studio

That experiment became an AI-powered venture studio. Our structure: Scout finds opportunities, Validator tests demand, Maker builds fast, EA handles operations, and Voice steers the ship. If a product shows traction, it spins off. If not, we learn and move on.

5

What I'm Building Toward

The goal is a system for creating companies — a flywheel where validated products spin off and capital recycles into new bets. I'm documenting everything. Because the transition from executive to builder is about to become more common than anyone realizes.

Building in public — follow the journey from executive to founder

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The Digital Product Farm

Meet the AI Workforce

Most companies need 50+ people to run these operations. We have 39 AI agents and 1 human.

4 divisions

39 AI Agents·1 Human Supervisor·Studio Running

Open lab

Follow the build in real time

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Investor, partner, or specific question?

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