Data licensing

Core workflow data, originated at the source.

The record of how decisions actually get made inside the world's largest industries. Context, decision and outcome joined into one episode, mapped to state, action and reward.

A field operator in gloves checks a phone at night, a lit rig blurred behind them
EpisodeCapital
StateFrac bid 14% over AFE
ActionNegotiated down 9%
RewardPays out in 14 months
Status quo

Every lab trains on what is published.

  1. Phase 012020–2023
    scraped the open internet
  2. Phase 022023–2025
    licensed from publishers
  3. Phase 032024–2026
    paid experts to judge it
  4. Phase 042026 onward
    core workflow data, never published
The problem
  1. Mar 2024JIB received
  2. Apr 2026Audit opened
  3. Jun 2026Standby overcharge
  4. Aug 2026Exception filed
  5. Sep 2026$480K credit issued

Most of the world's operating record never reached the internet

The solution

Watt originates it at the source.

Watt works with offline operators directly. We learn how a company actually runs, which decisions carry weight and where each part of the record lives, then contract for it and pull it out. Consortium by consortium, industry by industry.

A field operator in gloves checks a phone at night, a lit rig blurred behind them
LiveToday: Consumer graph

We built the origination pipeline for the US consumer economy.

250M+
US adults
172K+
signals
2 PB
total data

Behavior originated, resolved to a real person and recomputed daily. Same sourcing, resolution and indexing process. Different subject.

Chat with Watt
Rights and provenance

Cleared to train and build on.

  • Consented

    The parties that generate the data agreed to its use, in writing.

  • Auditable

    Every record traces back to where it came from.

  • Licensed to train and build on

    Cleared for training, inference and commercial products.

Data roadmap

Now: oil and gas. Next: any private record across any industry.

  • Oil and gasIn progress
  • Mining
  • Construction
  • Manufacturing
  • Transportation