FOR AI TEAMS & RESEARCH LABS

Your Next Model Needs
More Than More Data.
It Needs The Right Data.

Tell us the problem you’re solving. We’ll work with you to define the dataset, find qualified sources, and coordinate preparation and licensing.

Speak to a human
YOUR REQUIREMENT → A SOURCING BRIEF
DOMAIN
Healthcare / Robotics / Enterprise
MODALITY
Documents · Audio · Video · Tables
CONTEXT
Language, geography, time period
PERMISSIONS
Evaluation / Training / Other agreed use
EXPLORE THE POSSIBILITIES

Domain Knowledge.
In The Formats AI Needs.

The examples below help scope a requirement. Actual supply, rights, quality, and volume are qualified individually.

01 / PRIORITY DOMAIN

Healthcare & Life Sciences

Explore clinical documentation, imaging, research records, and care workflows through qualified institutions and networks.

Clinical documentsImaging & videoCare workflows

Subject to institutional permissions, consent or other valid authority, and dataset-specific privacy review.

HOW A REQUIREMENT TAKES SHAPE

A Useful Brief Starts
With The Right Questions.

These anonymous, authored examples explain scoping. They are not live requests, available datasets, or customer work.

01 / ILLUSTRATIVE SOURCING BRIEF

Enterprise Document Understanding

A hypothetical AI team wants to evaluate how a model interprets multilingual business documents.

Potential format
Documents & tables
Qualification question
Which languages, document types, usage rights, and acceptance criteria would make the brief useful?
02 / ILLUSTRATIVE SOURCING BRIEF

Physical Task Understanding

A hypothetical research team wants to scope recordings that explain a repeatable physical workflow.

Potential format
Video & action sequences
Qualification question
Which tasks, capture conditions, participant permissions, and safety limits would need agreement?
03 / ILLUSTRATIVE SOURCING BRIEF

Learning Content Evaluation

A hypothetical model team wants to assess performance on licensed educational material.

Potential format
Text & structured content
Qualification question
Which subjects, languages, source rights, and exclusions would define a responsible scope?

Any real opportunity requires separate source qualification, rights review, feasibility assessment, and agreement.

WHAT GOOD DELIVERY LOOKS LIKE

The Context Travels
With The Data.

The delivery package is defined in the agreement. Depending on the project, it can include:

01Dataset structure, schema & format notes
02Source provenance & permitted-use records
03Preparation and transformation documentation
04Quality review and residual-risk findings
05An approved sample and acceptance criteria
06Licence scope and release manifest
LET’S BUILD WHAT COMES NEXT

Your Data.
New Possibilities.

Need a dataset?
Have data to share?
Let’s talk.

Talk to Jerreen
Jaspr Labs
TELL US A LITTLE MORE

Let’s Define The Dataset.

Describe what you need. We’ll help scope the conversation.

Dataset scope Optional, but helpful

Describe the opportunity only. Do not include sensitive records, personal identifiers about others, or confidential files.

Sending stores your contact details and brief for Jerreen’s review. Website privacy

You can also email jerreen@jasprlabs.com or book a call.