Human-in-the-loop data operations

High-quality human data for better AI.

Adatacore helps AI teams turn audio, image, video and text into production-ready training and evaluation data through structured workflows and human review.

AudioComputer visionTextEvaluationHuman review
Annotation workspace
Multimodal quality review
QA ready
person
vehicle
Speaker A Please compare the two responses and mark the one that is more accurate, relevant and complete.
Capabilities

Real workflows, not just labels.

Each workstream can be configured around the data type, quality bar, review layers and delivery requirements of your project.

Speech & audio

Transcription and voice data

Audio
Speaker turnsEmotionEventsQA
Computer vision

Image and video annotation

Vision
person
vehicle
Bounding boxesSegmentationKeypoints
Language data

Text annotation and evaluation

Text
The response is accurate, directly answers the question and uses appropriate evidence. Mark: Preferred.
NERIntentPreferenceSafety
Human evaluation

Multi-layer quality review

QA
Contributor passComplete
Reviewer auditComplete
Final decisionIn review
Quality by design

Built around controlled human review.

Contributor work, reviewer checks and final audit can operate as one accountable workflow.

01

Structured guidelines

Clear instructions, examples, expected outputs and review criteria.

02

Layered review

Production and review are separated into controlled stages.

03

Traceable operations

Assignments, submissions and decisions live in one managed workflow.

How it works

From raw data to reviewed output.

STEP 01

Define the work

Share data type, guidelines, volume, language and quality requirements.

STEP 02

Run human workflows

Assign work to contributors and reviewers with progress tracking.

STEP 03

Review and deliver

Move final outputs through QA before downstream delivery.

Start with your workflow

Tell us what your AI team needs.

Share the project details and desired workflow.

FAQ

Common questions.

Current workflows cover audio, text, image, video, human evaluation and multi-layer quality review.

Yes. Contributor, reviewer and final-audit stages can be separated so production and quality decisions remain controlled.

Use the annotator application form on this page. Applications are stored privately for admin review.