Enterprise

Enterprise Data Partnerships / Software & Engineering

Turn your software & engineering workflows into recurring revenue

Frontier AI models are trained in part on how real engineering teams work, not just on public code. If your team has established code review, debugging, and shipping practices across real tools and repositories, that workflow itself can be a licensable asset.

Find Out What Your Data Is Worth

Takes about 5 minutes. We never see your data.

We never touch your data.

We don't collect, view, or hold your company's operational data, at any stage. Your data goes directly to our partner, under terms you negotiate with them directly.

Read our full data & governance policy →

How developers debug, review, and ship code across real repositories and tools.

Examples of the kind of work that translates into licensable training data:

Pull request review and feedback cycles
Debugging sessions across logs, tickets, and codebases
CI/CD pipeline configuration and incident response
Sprint planning and ticket triage decisions

What this is worth

This is a recurring, long-term partnership, not a one-time data sale. Payment scales with the volume and rarity of the workflows you license.

$100k+

First licensing agreements for standard, in-scope workflows.

$500k+

Recurring agreements spanning several workflow types.

$1M+

Specialized, proprietary operations that labs cannot source elsewhere.

Other industries we work with

Find out if your company qualifies

Find Out What Your Data Is Worth