Oct 29Meet us at Convergence: RL Summit in San FranciscoFor model builders

Get the data your models still need.

Watt sources hard-to-access private data, makes it AI-ready, and delivers it fast. Start with what we have or tell us what you need.

Talk about your data needsExplore available data
The next data frontier

The hardest data was never published.

The open internet taught models what the world made public.

But decades of operating history still live inside private databases, legacy software, field systems, shared drives, PDFs, scans and physical archives.

That is where Watt goes next.

A field operator checks a phone at night with a lit rig behind them
Where the record is made
  • Private databases
  • Legacy software
  • Field systems
  • Shared drives
  • PDFs and scans
  • Physical archives

Watt originates it at the source.

Start with the data

Tell us what you need.

Start from data Watt already holds across these industries, or ask for what isn’t there yet. Watt sources it.

We cover data across the economy. We go deepest where the data is hardest to get.

Existing supplyData Watt already holds, ready to scope.Custom sourcingData Watt goes and gets for you.
Don’t see it? Ask.If it exists, Watt can source it.
Going deepest

Energy data that never made it to the open web.

Watt works directly with operators and data owners to make private operating history usable by AI.

Aerial view of well pads and access roads across open desert
Representative categories
  1. 01Financial & operating recordsAFEs · JIBs · production records · historical operating documents
  2. 02Field operationsDrilling telemetry · maintenance · safety · equipment data
  3. 03Decisions & outcomesOperational context · actions taken · resulting outcomes
  4. 04Legacy historyScanned records · PDFs · file shares · databases · physical archives
Sourcing targets, not a claim that every dataset is already held.Explore Energy data
Speed

From request to usable data, fast.

One team runs the whole path, so nothing waits on a handoff between vendors.

  1. 01Need

    Tell us the data, the use and the delivery you want.

  2. 02Source

    Find the data and secure access.

  3. 03Prepare

    Normalize, structure and make it usable.

  4. 04Deliver

    Put it into the format your team already works with.

Under the hood

Acquire. Refine. Deliver.

  1. 01Acquire

    Existing sources plus proprietary sourcing.

    Private systems · archives · databases · field records · licensed datasets
  2. 02Refine

    Turn messy source data into something AI can actually use.

    Extract · resolve · normalize · structure · document · provenance · rights
  3. 03Deliver

    Put it into the environment your team already works with.

    Bulk · API · MCP · Chat
Raw sourcePDFs · databases · telemetry · files · records
Watt refineryExtract · resolve · normalize · structure · document · provenance · rights
AI-ready dataCorpus · API · MCP · Chat
Delivery

Your data. Your delivery method.

Built to diligence

Private data, with the context and rights attached.

  1. 01

    Provenance

    Know where the corpus originated.

  2. 02

    Rights

    Usage rights are established with the data owner.

  3. 03

    Transformation history

    Understand what changed between source and delivery.

  4. 04

    Controlled access

    Sensitive source data is handled through defined review and access processes.

Visit the Watt Trust Center
Why Watt

Getting the data is the hard part.

Lots of companies can structure data once they have it. Watt is built for the part before that.

Find itSecure accessUnderstand itRefine itDeliver it

Supply access, then technical refinery.

Access
Relationships and fieldwork required to reach private data.
Preparation
Messy real-world data is rarely AI-ready.
Rights
Provenance and usage rights are handled from the beginning.
Speed
One partner from request through delivery.
Proof
Supplier access
Jay-Bee Oil & Gas partnered with Watt to make more than 30 years of operational data AI-ready.”
Jay-Bee Oil & Gas
Sample corpusSchemaSample recordsProvenanceData CardSource typesDelivery structureView a sample
Speed
New source → buyer-ready corpus75 days

What data are you looking for?

If it exists, Watt can help you get it into a form your models can use.

Talk about your data needs