The Problem

Most AI projects—and projects in general—get "stuck" in the experimentation and prototype phase, never evolving into full-fledged products. Some fail to effectively transition from basic use cases to autonomous, scalable solutions. Others never unlock their full potential.

Why does this happen?

  • There’s a lack of deep understanding of how to turn a technology (a set of algorithms) into a market-ready product.

  • Startups face shortages not only in funding but also in expertise, ready-to-execute teams, connections, and partnerships—all crucial for making the leap to independent and sustainable growth.

YR4.ai

We clearly understand and know how to transform AI workflows into fully autonomous AI agents capable of independent operation and scaling.

We provide startups with ready-made expert teams and specialists, deep networking, and hands-on partner involvement, significantly accelerating their entry into global markets.

We help investors actively participate in the most promising AI projects — not just passively fund them.

In short, we solve two critical pain points:

1

Technological: Turning prototypes (workflows) into autonomous products.

Operational & resourcing: Delivering the teams and resources needed for rapid launch and scaling.

2

Abstract sketch of three figures on a conveyor belt interacting, surrounded by lightbulbs, with a cat on a house roof and debris falling in the background.

Our main principles

Deep involvement over passive investment. As Bradley Tusk says: "Equity for services often delivers greater impact than traditional venture capital."

End-to-end support—we address all critical growth points for startups.

Here’s how we help:

  • Technology: We take ownership of the AI stack and product architecture.

  • Fundraising: Prepare you for funding rounds and leverage our venture network.

  • Product & Marketing: From strategy to pitch-perfect packaging for customers and investors.

  • Operations: HR, legal support, and scaling processes.

In return, we take equity—because true partners share both risks and success.