Atlas of Work
← All sectors

DATA PARTNERSHIPS / AI & DATA

Let your development history inform what comes next.

Explore opportunities around the evaluations, experiments, and workflow records your AI and data teams already create.

Explore a partnership Contact us ↓See the possibilities ↓

No uploads. No account. Start with what you know.

THE RECORDS BEHIND THE WORK

You may already have
more than you think.

Illustrative starting points for a conversation. Suitability depends on the records, the proposed use, and available rights.

01

Evaluation & feedback

Test cases, evaluation rubrics, error analyses, and human feedback.

02

Development history

Experiment logs, annotation guidelines, and data-quality decisions.

03

Agent workflows

Task traces, tool interactions, and reviewed outcomes.

CONTEXT MAKES THE CONNECTION

More than a collection of files.
A record of how work happens.

  1. A task definition
  2. An agent attempt
  3. Expert feedback
  4. A measured outcome

Illustrative workflow for ai & data.

A CONSIDERED PROCESS

Start small.
Define the opportunity.

A clear scope comes before a data transfer. Here’s the path we would work through together.

  1. Tell us what you have

    Describe your company, the systems you use, and the history behind your records.

  2. Explore the fit

    Discuss potential uses, data quality, available rights, and the records you would consider.

  3. Agree the terms

    Define the scope, permitted uses, handling requirements, and commercial terms before sharing data.

  4. Prepare, review, and deliver

    Follow the agreed preparation and acceptance process, with payment on the terms of your partnership.

YOUR DATA. A DEFINED SCOPE.

Clarity before
commitment.

Exploring a partnership starts with a description of your records. It does not grant access to your systems or permission to use your data.

What is included
Identify the records you can consider, and the customers, projects, or fields that need to be excluded.
How it could be used
Discuss the intended use, recipients, and licensing boundaries before agreeing to a partnership.
How it would be handled
Agree requirements for preparation, access, sensitive information, retention, and deletion.

A FEW THINGS TO KNOW

Before we begin.

Are third-party model outputs enough?

Describe how the records were produced, what context they preserve, and any applicable terms. Suitability depends on the proposed use and the rights available.

Should we upload traces in the assessment?

No. Describe them at a high level. Prompts, credentials, and sensitive tool outputs should stay out of this initial form.

LET’S START A CONVERSATION

Contact us.

Tell us a little about your business and what you have in mind. We’ll help you explore the possibilities.

No files or system access needed.
No commitment to license your data.

Prefer a guided assessment? →