IMAGE ANNOTATION
CARCARPERSON
Autonomous Vehicles & ADAS
2D and 3D objects, lanes, tracking, drivable areas, scenarios and sensor-fusion review.
DOMAIN EXPERTISE & WORKFLOWS
Domain-specialized annotation for production AI.
Taxonomies, edge-case protocols, reviewer qualification, and acceptance criteria are precision-calibrated to the exact operational and regulatory environment of your model.
MEDICAL DOCUMENT AI
CLINICAL REPORT
Study Chest imaging
Finding Review required
Status Validated
FIELD VALUE CONFIDENCE
Healthcare & Medical AI
Medical imagery, clinical text, documents and domain-expert review under agreed controls.
CATALOGUE ANNOTATION
PRODUCT
CATEGORYFootwearCOLOROcean blueBRANDBrand 07SIZE42ATTRIBUTERunning · Mesh
Retail & E-commerce
Product classification, attribute labels, visual search, relevance and catalogue enrichment.
PRECISION AGRICULTURE
HEALTHY CROPSTRESSED CROPWEED
NDVI
Agriculture
Multispectral drone imagery, crop health vs. weed segmentation, plant disease tagging, and livestock tracking.
6D POSE ANNOTATION
OBJECTXYZGRASP POINT
POSE 0.92ORIENTATION 47°
Robotics
Objects, pose, manipulation, scenes, actions, trajectories and spatial data.
GEO ANNOTATION
BUILDING | ROAD | PARCEL
Geospatial & Mapping
Land cover, roads, buildings, parcels, assets, routes and change detection.
SURFACE INSPECTION
ANOMALY0.94
Manufacturing
Defects, parts, assembly actions, safety events and inspection datasets.
FINANCIAL DOCUMENT AI
TRANSACTION RECORD
Account •••• 4821
Date 2026-08-14
Total $1,284.00
ITEM TYPE AMOUNT
Finance & Banking
Documents, tables, entities, transactions, intent and model-evaluation data.
MEDIA ANNOTATION
▶CAPTION · Product demonstrationSCENE 02
SCENE 01SCENE 02FLAG
SPEAKER ASPEAKER B
Media & Entertainment
Temporal scene segmentation, multimodal video captioning, speaker diarization, automated subtitling, and content moderation.
SURVEILLANCE ANALYTICS
RESTRICTED AREA
TRACK 01FACE REDACTEDTRACK 02INTRUSIONSecurity & Surveillance AI
Perimeter intrusion detection, multi-camera tracking, anomaly recognition, and automated PII/face anonymization.
DIALOGUE ANNOTATION
USER
I need to change my flight to tomorrow.
INTENT · RESCHEDULEDATE · TOMORROWAGENT
Sure—what destination are you traveling to?
LANGUAGE · ENUSER
To Singapore.
ENTITY · SINGAPORESENTIMENT · NEUTRALConversational AI & Voice
Multi-turn dialogue curation, intent-slot taxonomy, acoustic speech validation, and multi-dialect voice transcription.
LLM ANNOTATION
PROMPT
Explain photosynthesis clearly.
APreferred response
BNeeds grounding
Generative AI
Domain-specific SFT datasets, RLHF pairwise ranking, hallucination auditing, and adversarial safety red-teaming.
SEARCH RELEVANCE
- 01
Wireless ANC Headphones
EXACT MATCH - 02
Bluetooth Over-Ear Headphones
RELEVANT - 03
Phone Charger
IRRELEVANT
Search & Recommendation
Query-intent categorization, search result relevance grading, recommendation cold-start tagging, and click-through audit datasets.
EDUCATION EVALUATION
STUDENT RESPONSEWhy does ice float on water?
Ice is less dense because its molecules form an open structure.
CORRECTNESSPASSREASONING4 / 5RUBRIC SCORE88%READING LEVELG7SAFETYPASS
Education AI
Rubric-based open response grading, step-by-step STEM reasoning validation, reading-level indexing, and student safety filtering.
LEGAL DOCUMENT AI
SERVICE AGREEMENT
PartyREDACTEDPARTY
Effective Date12 Jan 2026EFFECTIVE DATE
Confidentiality
CONFIDENTIALITY CLAUSETermination
TERMINATION CLAUSELegal Tech & Contract AI
Clause classification, key-value contract extraction, legal entity disambiguation, and automated compliance redaction.