Our Capabilities

AI Training Data, Collected and Annotated by Domain Experts

What does ConsultBae do?

ConsultBae is an AI data collection and annotation partner that builds training data across speech, image, video, and text in 100+ languages. A 2M+ contributor network handles collection, and a multi-level human QA process holds delivered accuracy at 98%.

Audio, video, image, and text, from collection to final QA
100+ languages, including low-resource and regional ones
2M+ contributors, 98% delivered accuracy
Consent-based, fully traceable, GDPR aligned

What types of AI training data does ConsultBae provide?

We cover the full range of modalities. Speech and audio for voice models, video for computer vision and physical AI, image data for visual AI, and multilingual text for NLP and language models.

Audio and speech data
Video and frame-level annotation
Image collection, labeling, and OCR
Multilingual text and document data
RLHF and human feedback for LLMs

How does ConsultBae ensure data quality?

Every dataset passes through a multi-level manual QA process, staffed by trained and, for multilingual data, native reviewers. Automated checks catch format errors, human review catches the plausible-looking wrong labels that actually degrade a model.

98%

delivered accuracy

Source: ConsultBae QA

2M+

contributors in the network

Source: ConsultBae

100+

languages covered

Source: ConsultBae

What makes ConsultBae different from other data providers?

Multilingual reach that goes past the common twenty languages into low-resource and regional ones, domain-expert annotators instead of generic crowdwork, and a QA process you can actually inspect.

Is the data ethically sourced and secure?

Yes. Every dataset is collected with written consent, is never scraped or reused, and stays fully traceable to file and contributor. Data is encrypted at rest and in transit on enterprise AWS and Azure infrastructure.

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Data & Services We Handle

Audio Data

ConsultBae collects, transcribes, and annotates speech data for ASR, voice assistants, and conversational AI across 60+ languages. Every dataset is consented, traceable, and checked to 98% accuracy, including accented and code-switched speech that off-the-shelf datasets rarely cover.

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Video Data

ConsultBae produces and annotates video for computer vision and physical AI, covering object tracking, action recognition, and scene understanding with frame-accurate labeling. Every frame passes through multi-level QA, because in video the one mislabeled frame is usually the one that matters.

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Image Data

ConsultBae collects and annotates images for visual AI, from bounding box and segmentation to OCR and biometric data, with pixel-level precision across 30+ regions. Data is validated to 95%+ accuracy, because a single mislabeled box teaches a model the wrong thing and most vendors never catch it.

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Text Data

ConsultBae collects and annotates multilingual text for NLP and language models, covering named-entity recognition, classification, intent tagging, and large document corpora across 40+ languages. Every batch runs through trained reviewers and statistical QA to keep labels consistent and model-ready.

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Multilingual Data

ConsultBae collects and annotates training data in 100+ languages, including low-resource, regional, and code-switched languages most providers skip. Data is gathered by native speakers rather than machine translation, across speech, text, and image.

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3D & LiDAR Annotation

ConsultBae annotates 3D point-cloud and LiDAR data for autonomous systems and robotics, from cuboid labeling to full semantic segmentation, and fuses LiDAR with camera data where the pipeline needs both. This is the spatial annotation that flat 2D boxes cannot provide.

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RLHF & LLM Data

RLHF data is the human feedback used to align a language model, such as ranking which of two responses is better. ConsultBae provides it, from preference and comparison data to red-teaming and domain-expert annotation, across 100+ languages.

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Data Collection

ConsultBae runs custom data-collection campaigns across all four modalities, speech, image, video, and text, using a 2M+ contributor network spanning 100+ languages and 50+ countries. Every dataset is collected with documented consent and full traceability.

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Trust & Compliance

Ethically Sourced, Securely Managed

GDPR Compliant

ISO 27001 Aligned

SOC 2 Aligned

Data Ethics

Written consent for every dataset collected
No scraped or reused data — ever
Full traceability for every file and contributor

Security & Compliance

Enterprise-grade AWS/Azure infrastructure
GDPR transparency and data subject rights
End-to-end encryption at rest and in transit

Independently reviewed

Trusted & Reviewed

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