HUMAN EXPERTISE FOR FRONTIER AI

Intelligence
Begins with
Humans

Find AI specialists for your team, or get expert support with AI workflows, model evaluation, and training data.

SOFTWARE ENGINEERING
•
DATA SCIENCE
•
MODEL EVALUATION
•
ALIGNMENT
•
AGENTIC WORKFLOWS
WHAT WE DO

Specialist expertise for the AI work your team needs to deliver.

Our experts bring hands-on domain knowledge to AI workflows, from software engineering and data science to model evaluation, alignment, and agentic systems. Get the specialist support you need for clearly scoped AI work, with structured review and quality controls throughout.
01
Evaluate AI

Evaluate AI

Expert-written rubrics, contextual review, red teaming, and model comparisons grounded in real domain knowledge.

Build an evaluation ↗
02
Train Models

Train Models

High-signal demonstrations, preference data, and structured feedback from verified specialists.

Discuss training-data needs ↗
03
Specialized Work

Specialist AI Projects

Get expert support for AI projects that require domain knowledge, professional judgment, and a clearly defined scope.

Explore expert work ↗
Expertise To Transform
FOR EXPERTS

Put your expertise
to transform AI models.

Review model outputs, design expert-level tasks, and correct what AI gets wrong, on projects that fit around your schedule and use what you know.

01 Work on projects that match your specialty
02 Apply your professional judgment to clearly scoped AI tasks
03 See scope and pay upfront, before you commit
JOIN THE EXPERT NETWORK ↗
DATA MONETISATION

Your data has
value, monetise
what you know

Your operational data holds knowledge AI teams can't find anywhere else. We help you identify the parts worth sharing, without handing over everything. You set the scope, permitted use, and duration.

Scope a partnership ↗
01

Scoped

You choose which processes and datasets are in scope, and which stay out.

02

Controlled

Set the boundaries for access, permitted use, and duration.

03

Compensated

Earn from the knowledge your business already produces.

WHAT WE LOOK FOR

The best data
partners have a
process behind it.

We're focused on company data with a known source and a live workflow behind it, the kind your teams create by doing their jobs.

STAGE

Established operation

An operating company with a repeatable process not a one-off dataset assembled for this purpose.

STRUCTURE

Traceable workflow

Data that is reasonably structured or attributable to a real process, even if it is not perfectly clean.

DOMAIN

Deep expertise

Software engineering, technical operations, and adjacent domains supported by our expert network.

CONTROL

Clear ownership

You can scope exactly what is shared and retain the ability to pause or walk away.

START A CONVERSATION

Bring your AI challenge.Let's find the right expertise.

Building AI, looking for specialist talent, sitting on valuable company data, or ready to put your expertise to work? Tell us what you need, and we'll help identify the right next step.

Request a Demo Now