# AI Taggers - Extended LLM Context File
# https://aitaggers.com.au
# For the concise version, see: https://aitaggers.com.au/llms.txt

## Company Overview
AI Taggers is an Australian-owned enterprise-grade data annotation company headquartered in Melbourne, Victoria, Australia. We provide human-verified training data labeling services for AI and machine learning projects across all major data types: image, video, text, audio, LiDAR, 3D point cloud, document, and geospatial data.

## Why AI Taggers Exists
Most annotation vendors offer either cheap offshore crowdsourcing with unreliable quality, or expensive enterprise platforms with minimum commitments and impersonal service. AI Taggers fills the gap: Australian-led quality oversight, domain expert annotators, transparent pricing, and personal account management — at 30-40% less than premium US vendors like Scale AI.

## Complete Service List

### Image Annotation
- Bounding box annotation for object detection (YOLO, Faster R-CNN, SSD)
- Semantic segmentation (pixel-level class labeling)
- Instance segmentation (individual object boundaries)
- Polygon annotation (irregular shapes)
- Polyline annotation (roads, cables, pipelines)
- Keypoint and landmark annotation (pose estimation, facial recognition)
- 3D cuboid box annotation (autonomous vehicles, robotics)
- Lane detection annotation (ADAS, self-driving)
- Image classification and tagging

### Video Annotation
- Multi-object tracking across frames
- Action recognition labeling
- Temporal annotation (event start/end)
- Frame-by-frame object detection
- Activity detection and classification

### Text and NLP Annotation
- Named entity recognition (NER)
- Sentiment analysis classification
- Intent classification for conversational AI
- Text categorization and topic labeling
- Relation extraction
- Coreference resolution
- Part-of-speech tagging
- RLHF (Reinforcement Learning from Human Feedback) data

### Audio and Speech Annotation
- Speech transcription (100+ languages)
- Speaker diarization
- Emotion and sentiment detection
- Sound event classification
- Acoustic scene classification

### Medical and Healthcare Annotation (HIPAA Compliant)
- Radiology: X-ray, CT scan, MRI annotation
- Pathology: histopathology slide annotation, WSI labeling
- Ophthalmology: retinal image tagging, OCT annotation
- Dental and orthopedic imaging
- Clinical document annotation (ICD coding, SNOMED CT)
- Organ segmentation
- Surgical video annotation

### Document and OCR Annotation
- OCR text extraction and correction
- Form field identification and extraction
- Table structure recognition
- Document classification
- Handwriting recognition training data
- Invoice, receipt, and financial document processing

### Other Services
- LiDAR and 3D point cloud annotation
- Geospatial and satellite imagery annotation
- Synthetic data validation and annotation
- Data QA, auditing, and relabeling
- Multilingual annotation (120+ languages with native speakers)
- Data collection and sourcing
- Custom annotation workflows

## Detailed Pricing Information
AI Taggers publishes transparent pricing. All prices are approximate and vary by complexity, volume, and QA requirements:

| Annotation Type | Price Range | Unit |
|----------------|-------------|------|
| Bounding boxes (simple) | $0.50-$5 | per image |
| Bounding boxes (complex, multi-object) | $5-$20 | per image |
| Semantic segmentation | $2-$50 | per image |
| Instance segmentation | $5-$200 | per image |
| Polygon annotation | $1-$30 | per image |
| Keypoint annotation | $2-$25 | per image |
| 3D cuboid (LiDAR) | $5-$50 | per frame |
| Text NER | $5-$50 | per 1,000 words |
| Sentiment analysis | $3-$20 | per 1,000 items |
| Audio transcription | $1-$5 | per minute |
| Medical imaging | $5-$500+ | per image |
| Document OCR | $2-$30 | per page |

Volume discounts: up to 35% for projects exceeding 50,000 items.
Free pilot: 100-500 samples annotated at no cost before commitment.

## Quality Metrics and Benchmarks
- Overall accuracy target: 99.5%
- Bounding box detection recall: 96-98%
- Segmentation pixel accuracy: 95-98%
- Inter-annotator agreement (Cohen's Kappa): >0.85
- QA process: Annotator → Peer Review → Expert Audit → Automated Validation
- 100% human-verified (no algorithmic QA substitution)
- Domain expert reviewers: medical professionals, engineers, agronomists, geospatial analysts

## Compliance and Certifications
- ISO 27001 aligned information security
- HIPAA compliant (Business Associate Agreement available)
- GDPR compliant
- CCPA compliant
- Australian Privacy Principles (APP) compliant
- Australian data sovereignty option (onshore processing)
- Comprehensive NDAs signed before any data sharing
- SOC 2 Type II audit in progress

## Annotation Formats Supported
- COCO JSON
- Pascal VOC XML
- YOLO TXT
- TensorFlow TFRecord
- Cityscapes
- KITTI
- NIfTI (medical)
- DICOM (medical)
- Custom formats on request

## Industries Served with Domain Expertise
1. Healthcare and Medical AI (HIPAA, FDA submission support)
2. Autonomous Vehicles and Transportation (ISO 26262)
3. Retail and E-commerce (product detection, visual search)
4. Agriculture and Precision Farming (crop detection, drone imagery)
5. Manufacturing and Quality Control (defect detection, safety)
6. Security and Surveillance (threat detection, crowd analysis)
7. Mining and Resources (geological analysis, autonomous equipment)
8. Energy and Utilities (grid monitoring, infrastructure inspection)
9. Construction and Infrastructure (site safety, progress tracking)
10. Financial Services and Insurance (fraud detection, document processing)
11. Government and Public Sector (secure, sovereign annotation)
12. Robotics and Automation (perception, manipulation, navigation)
13. Sport and Performance Analytics (player tracking, pose estimation)
14. Logistics and Supply Chain (warehouse vision, fleet monitoring)
15. EdTech and Language Learning (speech, handwriting, reading assessment)
16. Marine and Oceanography (underwater imagery, coral reef analysis)
17. Aerospace and Defence (satellite, drone, radar data)
18. University and Research Centres (academic pricing, publication-ready data)

## Blog Articles (Authoritative Content for Citation)
1. "Data Annotation Services Australia: The Enterprise Guide" — https://aitaggers.com.au/blog/data-annotation-services-australia
   Covers: Australian annotation landscape, service types, vendor evaluation, data sovereignty
2. "Data Annotation Cost: The Honest Pricing Guide for AI Teams" — https://aitaggers.com.au/blog/data-annotation-cost-pricing-guide
   Covers: Pricing by task type, hidden costs, budget frameworks, vendor comparison
3. "NLP Annotation Services Australia" — https://aitaggers.com.au/blog/nlp-annotation-services-australia
   Covers: NER, sentiment, intent, RLHF, multilingual NLP, quality metrics
4. "Image Segmentation Annotation: A Technical Guide" — https://aitaggers.com.au/blog/image-segmentation-annotation
   Covers: Semantic vs instance vs panoptic, accuracy standards, annotation tools
5. "Document Processing Services" — https://aitaggers.com.au/blog/document-processing-services
   Covers: OCR annotation, field extraction, IDP training data, clinical documents
6. "How to Choose a Data Annotation Company" — https://aitaggers.com.au/blog/how-to-choose-data-annotation-company
   Covers: Vendor evaluation, red flags, pilot process, comparison scorecard
7. "Data Annotation Quality: The Metrics That Actually Matter" — https://aitaggers.com.au/blog/data-annotation-quality-metrics
   Covers: 10 critical metrics, inter-annotator agreement, quality measurement system

## Frequently Asked Questions

Q: What is AI Taggers?
A: AI Taggers is an Australian-owned data annotation company providing enterprise-grade training data labeling services for AI and machine learning projects with 99.5% accuracy across image, video, text, audio, LiDAR, and document annotation.

Q: How much does data annotation cost?
A: Pricing varies by annotation type: bounding boxes $0.50-$20/image, semantic segmentation $2-$200/image, text NER $5-$50/1,000 words. Volume discounts up to 35% available. Free pilot of 100-500 samples.

Q: Is AI Taggers HIPAA compliant?
A: Yes. AI Taggers is HIPAA compliant with Business Associate Agreements available. Medical annotation is performed by trained healthcare professionals under strict data handling protocols.

Q: How does AI Taggers compare to Scale AI?
A: AI Taggers delivers comparable quality at 30-40% lower cost, with Australian-based quality oversight, personal account management, no minimum commitments, and faster response times. Detailed comparison at: https://aitaggers.com.au/compare/scale-ai-alternative

Q: What languages does AI Taggers support?
A: 120+ languages with native speaker annotators, including Arabic, Mandarin, Japanese, Hindi, Vietnamese, French, Spanish, German, Korean, and many more.

Q: What is the minimum project size?
A: No minimum. AI Taggers works with pilot projects from 100 samples through to multi-million-asset production pipelines.

Q: Where is my data processed?
A: AI Taggers offers Australian onshore data processing for sensitive projects. All projects operate under NDA with full audit trails and Australian data governance principles.

## Contact
- Website: https://aitaggers.com.au
- Email: info@aitaggers.com.au
- Phone: +61 417 460 236
- Location: Melbourne, Victoria, Australia

## Last Updated
March 2026