Building AI products from zero to one

AI-first startup studio experimenting, validating, and scaling early-stage products.

Iterating at the speed of thought

What We Do

We are a laboratory for high-conviction AI ventures.

01

AI MVPs

Rapidly building functional prototypes to test core AI hypotheses.

02

Experimentation

Running rigorous experiments to find product-market fit in emerging AI sectors.

03

Spinouts

Scaling successful experiments into independent, high-growth companies.

How We Work

Build

We don't overthink. We build. Our stack is optimized for speed and cloud-native experimentation (AWS/GCP).

Measure

Every line of code is an instrumented experiment. We use data to validate user value, not intuition.

Learn

We iterate or kill. Speed is our only moat. We fail fast to find the paths that scale to one.

"In a world of abundant compute, the bottleneck is conviction."

Portfolio

Recent Products

View All

AI

AgenticFlow

Orchestration layer for multi-agent AI systems.

SaaS

DataSense

Automated ETL for unstructured document processing.

Experiment

NeuralDraft

Experimental LLM-assisted technical writing tool.

Journal

Latest Logs

Why we focus on AI-first ventures

Exploring the shift from software-enabled to AI-native product architectures.

January 15, 2026

The art of high-velocity experimentation

How we use cloud-native tooling to validate products in under 30 days.

Leadership

The Founder

Avyay Gokavarapu

Founder & Creative Technologist

"Building at the frontier of zero-to-one product engineering. Obsessed with agentic systems, latent space exploration, and high-velocity venture building. Currently shipping the future of AI-native software."

Get In Touch

Let's build something new.

avyay@z21.live

Currently accepting select partners for Q1-Q2 2026.