DATA AND EXPERTISE FOR AI
We source and license data, create expert-led training tasks, and deliver human evaluation for AI teams.
WHAT WE DO
From finding the right sources to creating data that doesn’t exist yet, we help AI teams get the inputs their models need.
We connect businesses and content owners with AI data opportunities. From source discovery to licensing and delivery, we help turn valuable records into usable training data.
We recruit people who know the work to create realistic tasks, reference answers, and domain-specific examples that teach AI how to solve meaningful problems.
We organize human review to assess model responses, label data, and check outputs against clear standards for accuracy, relevance, and completeness.
Need something specific? We scope collection programs around your use case, whether that means conversations, demonstrations, software workflows, or specialist knowledge.
THE DATA WE WORK WITH
Business knowledge, human judgment, and multimodal content. We work with the sources that give AI a better understanding of the world.
Permissioned conversations, project tickets, support histories, and operational records that show how work gets done.
Code repositories, engineering documentation, issue-to-resolution histories, and expert demonstrations of software tasks.
Technical manuals, project files, research, and internal knowledge with the context needed to understand them.
Licensed recordings and consented speech collection, with transcripts, speaker labels, and language annotations.
Rights-cleared footage, images, and instructional demonstrations, organized around the actions and details that matter.
Original professional assignments, worked solutions, scoring criteria, and human feedback on AI outputs.
THE TOOLS BEHIND THE WORK
We work with authorized exports from the platforms your teams already use, connecting conversations, documents, and decisions.
Sources are assessed per project. Tool logos identify data sources and do not imply a partnership or integration.
FOR BUSINESSES AND CONTENT OWNERS
Your company’s documents, conversations, workflows, and content may have value beyond their original use. We help you explore whether they are a fit for AI licensing.
Discuss your dataWe review your data sources, depth, history, and potential relevance.
We clarify ownership, permitted uses, privacy requirements, and scope.
We organize a sample and work toward a suitable buyer brief and delivery plan.
Start with a description. No data upload needed. Licensing depends on buyer fit and agreed terms.
DOMAIN KNOWLEDGE MATTERS
We match data and contributors to the tools, terminology, and decisions of each field.
HOW WE WORK
Share your use case, data requirements, quality standards, and timeline.
We identify sources or experts, agree permissions, and define the deliverables.
Review a sample or small batch before committing to a larger program.
We check the work against your criteria and refine the next batch using your feedback.
FOR DOMAIN EXPERTS
Engineers, analysts, researchers, and creators: put your professional experience to work on task creation, annotation, and model evaluation.
Work with us Project scope, availability, and compensation are confirmed individually.A FEW COMMON QUESTIONS
We help AI teams source and license data, commission expert-created training tasks, and organize human evaluation and annotation. We also work with businesses and content owners who want to explore licensing their data.
Useful data preserves real context: how a question was answered, a project was completed, or a decision was made. Clear ownership, relevant detail, consistent structure, and connected records help us assess whether a source fits a buyer’s requirements.
No. Start with a description of your business, data sources, approximate volume, and years of history. We discuss fit, permissions, and the proposed scope before any underlying records are shared.
We agree source rights, permitted uses, access controls, privacy requirements, and acceptance criteria for each project. Tasks and annotations are reviewed against the agreed standard before delivery.
Yes. Tell us your professional background, specialist skills, availability, and the work you would like to contribute. If a suitable project is available, we discuss the assessment, scope, and compensation before work starts.
LET’S WORK TOGETHER
Tell us what you’re building, what data you have, or how you’d like to contribute. We’ll take it from there.
hello@acotsglobal.com