# Zero One Labs

> Zero One Labs is a software product engineering company. We build software products that multiply human skill and leverage per unit of time, giving people freedom from repetitive work and time for what matters.

Zero One Labs LLC, 01.inc.

## Products

Three products. Each one does work a person would otherwise do by hand, and shows the evidence behind it.

- [Kylace](https://01.inc/products/kylace): A model decision, backed by workload evidence. In development at kylace.com.
- [Entopic](https://01.inc/products/entopic-ai): Turns a hiring brief into a cited shortlist. Live at entopic.ai.
- [Earned.no](https://01.inc/products/earned-no): Turns carrier exports into payout statements. In development.

## Research

- [Crown Chasers and Price Breakers](https://01.inc/research/the-game-beneath-the-frontier): 2026-09-05. The game theory of the AI labs.

## Writing

Notes from building the products. What we chose, what we tried, and what we threw out. Published first on blog.01.inc.

- [Introducing Entopic: Deep Research for Hiring](https://01.inc/blog/introducing-entopic-ai): 2026-08-30. Build the best possible talent pool. Make calls with research-grade confidence.
- [Your app should have an email address, not just a login page](https://01.inc/blog/your-app-should-have-an-email-address): 2026-03-15. Most software makes you operate it. Give the application an address and it works on your behalf instead.
- [Giving an LLM Full Database Access Is the Right Call, and Here’s the Specific Design That Makes It Safe](https://01.inc/blog/giving-an-llm-full-database-access): 2026-03-06. Restricting what an agent can see makes it worse at its job. Two connection strings give it everything to read and nothing to break.
- [Data That Answers When You Ask](https://01.inc/blog/data-that-answers-when-you-ask): 2026-03-03. Collecting data is the easy half. This is the path from thirty carrier spreadsheets to a question answered in one sentence.
- [Production PDF Parsing for High-Stakes Financial Systems](https://01.inc/blog/production-pdf-parsing-for-high-stakes): 2026-02-22. Three independent parsers, one agent cross-checking them, and a schema that rejects the file rather than guessing at it.

## Company

- [Careers](https://01.inc/careers): We hire when there is work that will not otherwise get done. Open roles are listed here.
- [Contact](https://01.inc/contact): Write to Zero One Labs about a deployment, or about work you think we should be doing.

## Optional

- [blog.01.inc](https://blog.01.inc/): Engineering notes from Zero One Labs on agents, data pipelines, and the systems behind Entopic and Earned.no.
- [X](https://x.com/01dotinc): Zero One Labs
- [GitHub](https://github.com/alfviktor/): Zero One Labs