लाइव
Data services
Humanity Stats

The world's data,
collected by AI agents.
Built around your question.

We run fleets of agents that read official sources in every country, cross-check what they find and turn it into clean, sourced datasets. We open that machinery to you: plug into what it already collects, or have it build the dataset nobody publishes yet.

Every project is set up with you: a human answers in the chat, from your dashboard.

pipeline / per valueagents running
01
Sources
  • Statistics offices
  • Regulators
  • Ministries
  • Trackers
02
Agents
  • Search
  • Read
  • Quote
  • Extract
03
Reconcile
  • Units
  • Currencies
  • Conflicts
  • Gaps
04
Dataset
  • Sourced
  • Versioned
  • API
  • Export
400k+
observations stored
country-year values, full history
53
development indicators
every country, 1960 to today
190+
countries profiled
one sourced page each
11
languages served
every page localized
What we do

From a question about the world to a dataset you can query.

01 / Collect

Retrieval at planetary scale

Fleets of AI agents search and read the web country by country: regulators, ministries and statistics offices first, trackers and press after. They quote what they read, word for word.

official source -> quote -> value
02 / Aggregate

Reconciled into one series

Units, currencies and periods are normalized. Agents that disagree are caught, compared and resolved, so a pence never passes for a dollar and a monthly price never passes for a weekly one.

normalize -> cross-check -> consensus
03 / Create

Datasets that do not exist yet

When nobody publishes the series you need, we build it: define the metric, the countries and the cadence, and the agents fill it, then keep it current week after week.

brief -> pilot -> full run -> live
04 / Prove

Every number keeps its sources

Behind each value sits the page it came from, the exact quote, when it was read and by which agent. Audit any cell in one click instead of trusting a black box.

value -> page + quote + timestamp
Delivered like this

One shape for every value.

Whatever the metric, each value arrives normalized, dated and attached to the sources it was read from. The original figure is kept next to the converted one, so nothing is lost in translation.

record.json / example
{
"country": "FR"// ISO 3166
"metric": "diesel_price"// your definition
"value": 1.62// normalized
"unit": "USD/l"// converted, original kept
"period": "2026-W39"// day, week, month, year
"sources": [ url, quote, read_at ]// one or many
"confidence": "official"// official / tracker / derived
}
What we deliver

Three ways to get the data.

None of it is self-serve: ask, and your dashboard opens the chat with the request ready to send.

  • Piloted on a few countries before any full run
  • Private, or published under your name
  • A human on the other end of the chat
Custom datasets

How a dataset gets made.

  1. 01
    Brief

    Tell us the metric, the countries, the period and how often it must refresh.

  2. 02
    Pilot

    Agents run on a handful of countries. You review values and sources before anything scales.

  3. 03
    Full run

    The fleet covers every country in scope. Conflicts are flagged and settled, gaps are retried.

  4. 04
    Live

    The dataset stays current on its cadence, delivered by API, export or both.

Questions

Before you ask.

How much does it cost?+

There is no price list. Each project is scoped on its own around the data, the volume and the cadence you need: tell us in the chat and we come back with a proposal.

Where does the data come from?+

Public sources: statistics offices, regulators, ministries, international bodies such as the World Bank, then reputable trackers. Agents read them directly and keep the exact quote behind every value.

Why can I not create an API key myself?+

Each key is set up by hand with the scope you need: press Create API key in your dashboard and our team picks it up in the chat.

How fast is a custom dataset?+

A pilot on a few countries usually comes back within days. Full coverage depends on how hard the sources are to reach, and we give you an estimate after the brief.

Can I use the data commercially?+

Licensing depends on the upstream source, and we record it for every dataset. Commissioned datasets are yours to use, privately or publicly.

Data services

What do you need to know about the world?

Describe the data. We tell you how we would collect it and how long it takes.