IMAGE ANNOTATION
CARCARPERSON
REPRESENTATIVE SCENARIO
Computer vision pilot
Taxonomy, representative batch, calibration, review, error analysis and a scale recommendation.
Representative workflows
AI data project scenarios.
Illustrative delivery structures, not claims about named customers or completed volumes.
AUDIO ANNOTATION
Speaker A | 00:00-00:03Speaker B | 00:03-00:07
REPRESENTATIVE SCENARIO
Multilingual speech dataset
Sampling, consent, metadata, transcription, timing, speaker labels and balanced delivery.
LLM ANNOTATION
PROMPT
Explain photosynthesis clearly.
APreferred response
BNeeds grounding
REPRESENTATIVE SCENARIO
RAG and LLM evaluation
Retrieval relevance, grounding, citation support, usefulness and failure categorization.
IMAGE ANNOTATION
CARCARPERSON
REPRESENTATIVE SCENARIO
Retail catalogue data
Product classification, attributes, image labels, search relevance and multilingual enrichment.
LIDAR ANNOTATION
VEHICLEPEDESTRIAN
REPRESENTATIVE SCENARIO
LiDAR perception dataset
3D cuboids, point segmentation, lanes, trajectories and sensor alignment review.
OCR ANNOTATION
INVOICE
Vendor Northstar Supply
Date 2026-08-14
Total $1,284.00
ITEM QTY AMOUNT
REPRESENTATIVE SCENARIO
Document intelligence dataset
OCR regions, reading order, tables, key-value fields, entities and redaction review.