Our Vision

A future where everyone has an intelligent agent

We believe in a future where everyone has an autonomous AI agent in their pocket.

An agent that researches, discovers opportunities, compares alternatives, and makes decisions on their behalf. Capabilities that once required teams of professionals will become available to ordinary people.

As intelligence becomes widely accessible, we believe the next great bottleneck will be information.

For decades, the world's most valuable commercial datasets have been built primarily for businesses, researchers, and institutions. Accessing and using them often required expensive subscriptions, specialized software, and professional expertise.

We believe personal AI agents will change that.

We aim to do for commercial data what personal computing did for computing power: make a resource once primarily available to institutions accessible to everyone.

Headcount Labs is building a new kind of data infrastructure, designed from the ground up for individuals and the intelligent agents working on their behalf.

Why the world needs a different kind of data infrastructure

1. Billions of agents shouldn't repeat the same search.

Today, people and AI agents independently search the same websites, retrieve the same information, and reconstruct the same facts.

At the scale of billions of personal agents, this becomes an enormous duplication of work.

Why should a million agents search for the same information a million times?

Commonly needed information should be indexed once, maintained continuously, and made available to everyone.

Shared indexes can dramatically reduce the cost of accessing information, making sophisticated data available at a fraction of the cost of repeated discovery.

2. Better information makes better agents.

An agent's capabilities depend not only on its intelligence, but also on the quality and speed of the information it can access.

Two equally intelligent agents can make very different decisions when one has faster, more complete, and more accurate information.

Improving an agent's access to data can often be more economical than improving its underlying intelligence.

As intelligent agents become widespread, access to high-quality information will become an increasingly important source of competitive advantage.

We believe better information is one of the most effective ways to make intelligent agents more capable.

3. Personal AI unlocks enterprise data for everyone.

Historically, sophisticated commercial datasets have been useful primarily to organizations with the resources and expertise to analyze them.

Personal AI changes that.

As everyone gains access to increasingly capable intelligence, ordinary people will be able to put enterprise-grade information to work in their everyday lives.

Hiring intelligence once used by recruiters can help individuals discover better career opportunities. Real estate data once used by industry professionals can help people evaluate homes and neighborhoods. Business intelligence can help individuals compare services, negotiate purchases, and make better financial and entrepreneurial decisions.

We believe personal AI will transform commercial data from a resource primarily serving institutions into one that serves billions of individuals.

Our Mission

Headcount Labs exists to bring enterprise-grade commercial information to everyone, through the intelligent agents working on their behalf.

We're building broad, continuously maintained indexes of the commercial world, making sophisticated information inexpensive and easy to access.

Now
We're starting with employment data, indexing jobs, employers, and hiring activity to help people discover opportunities.
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Next
Next, we plan to expand into real estate, bringing property, market, and location intelligence to individuals and their agents.
Real estate →
Later
Over time, we intend to expand across additional industries, building interconnected indexes that help people understand and navigate the commercial world.

Our ambition is to make information once accessible primarily to large organizations available to anyone, without requiring institutional resources or specialized expertise.

How We Build

Our infrastructure is guided by five principles.

Affordable.

Information should be inexpensive enough to encourage experimentation, innovation, and widespread use. We believe the savings from shared indexing should benefit everyone.

Reliable.

Agents should be able to depend on accurate, current information and stable access to it. When information informs real-world decisions, reliability is essential.

Broad.

We aim for comprehensive coverage across industries, rather than narrow, disconnected datasets. Agents should be able to answer a wide variety of questions without navigating dozens of separate providers.

Verifiable.

Claims about data quality should be independently testable. We believe in transparent sources, freshness indicators, and reproducible benchmarks so users can evaluate our information for themselves.

Open.

Information should be easy to access, integrate, and reuse across platforms, applications, and agents, with clear licensing. Our infrastructure should enable innovation across the ecosystem, not lock users into a single platform.

A Note from the Founder

Before starting Headcount Labs, I spent six years trading independently.

That experience taught me how much information matters. Access to better, faster, and more complete data can fundamentally change the quality of a decision. I also saw how much valuable information was packaged for institutions rather than individuals.

I believe personal AI agents will change that.

As intelligence becomes accessible to everyone, individuals will be able to put increasingly sophisticated datasets to work without needing the resources or expertise of a large organization.

I founded Headcount Labs because I believe access to high-quality information should no longer be a privilege reserved for institutions.

We're starting with employment data, but our ambition is much broader.

I want to help build a world where everyone has access to the information they need to make better decisions.

Founder, Headcount Labs

Intelligence is becoming accessible to everyone. The information that powers it should be, too.

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