Multimodal Data Collection Services for AI
Multimodal Data Collection Services for AI
Consent-based, time-aligned audio, video, image and text datasets - captured together via the HaiCrowd platform for multimodal and foundation-model AI.
What Is Multimodal Data Collection?
Multimodal data collection is the capture of two or more data modalities - audio, video, image and text - together in the same session, so the streams describe the same moment rather than being gathered separately. The value is in the alignment: a multimodal model learns far more when it can see how a spoken phrase, a facial expression, a scene and its caption relate at the same instant.
HaiData collects multimodal data through HaiCrowd, our own-built, own-cloud platform. HaiCrowd performs synchronized multi-stream capture and time-aligns each modality, attaching automatic metadata to every submission - so the datasets you receive are aligned and ready for multimodal and foundation-model training.
Multimodal Data Collection Use Cases
Aligned, multi-modality datasets power the models that reason across what they hear, see and read.
Multimodal LLMs & Vision-Language Models
Aligned image, text, audio and video for training and evaluating multimodal LLMs and vision-language models (VLMs).
Audio-Visual Speech Recognition
Time-aligned audio and video of speakers for audio-visual speech recognition and lip-reading models.
Image Captioning
Image and text pairs with rich, aligned descriptions for image captioning and grounding.
Video + Text Understanding
Video paired with transcripts and annotations for video question answering and video + text understanding.
Embodied & Assistant AI
Synchronized audio, video and sensor streams for embodied agents, robotics and multimodal assistant AI.
Foundation-Model Pretraining
Large, diverse, consent-based multimodal datasets for foundation-model pretraining across languages and environments.
Multimodal Data We Collect
- Time-aligned audio + video - speakers, scenes and events recorded together and synchronized.
- Image + text pairs - imagery captured with aligned captions, labels and descriptions.
- Audio + transcript - speech recorded alongside its aligned transcription.
- Video + sensor streams - video captured together with device and sensor signals.
- Synchronized multi-stream capture - every modality recorded together and time-aligned.
- Diverse subjects, languages and environments - a global crowd across 22+ Indian languages and worldwide contributors.
- Rich aligned metadata - automatic metadata attached to every submission for training-ready datasets.
How HaiData Collects Multimodal Data with HaiCrowd
Multimodal collection runs on the HaiCrowd platform - our own-built, own-cloud platform with native iOS and Android apps that capture every modality together.
Native iOS & Android Apps
Contributors capture audio, video, image and text through native HaiCrowd apps built for on-device multimodal collection.
Dashboard-Configured Capture
Define the modalities, capture properties and metadata you need from the HaiCrowd dashboard, across every modality.
Synchronized, Time-Aligned Capture
Modalities are recorded together and time-aligned, so audio, video, image and text describe the same moment.
In-App Informed Consent
Every contributor gives informed consent in the app before collecting, so each dataset carries clean provenance.
Automatic Metadata
Rich metadata is attached automatically to every submission, keeping modalities aligned and searchable.
Multi-Level & Automated QC
Multiple levels of human review plus automated QC - voice and face duplicate detection and image similarity checks.
In-App Global Payouts
Contributors are paid through in-app global payouts, keeping a worldwide crowd engaged and reliable.
Secure Own-Cloud Delivery
Approved multimodal data is delivered directly to your own cloud storage in the formats your pipeline needs.
A Leading Multimodal Data Collection Company in India
HaiData is a multimodal data collection company in India, operated from India with global reach. We run every project on our own HaiCrowd platform with in-app informed consent, handling data in a way that is consent-first and aligned with India's DPDP Act 2023.
Being based in India gives you access to 22+ Indian languages alongside worldwide contributors through the HaiCrowd crowd, so you can build multimodal datasets that are diverse across languages, subjects and environments. Approved data is delivered securely to your own cloud - combining Indian operations and cost advantage with the provenance and control global AI teams require.
Why HaiData for Multimodal Data Collection
Ethics, alignment, quality and control - built into every multimodal project.
Consent-First
In-app informed consent on every contribution, so each multimodal dataset carries clear provenance and consent records.
GDPR-Aligned & DPDP-Aligned
Consent-first data handling that is GDPR-aligned and aligned with India's DPDP Act 2023.
99% Accuracy Target
A 99% accuracy target via multi-level human review plus automated QC - voice and face duplicate detection and image similarity.
Global Crowd + India Operations
A worldwide contributor crowd with 22+ Indian languages, operated from India for cost-efficient scale.
NVIDIA Inception & GoodFirms
A member of the NVIDIA Inception Program and GoodFirms-recognized - third-party marks of credibility.
ISO 27001 In Progress
Our ISO 27001 certification is in progress (expected 2026), backing secure own-cloud delivery of your data.
Industries we Serve
AI is industry agnostic. So do we!
Automotive
Healthcare
Agri Tech
Retail
Warehousing
And More...
Frequently Asked Questions
Explore related services: AI data collection services, audio data collection, video data collection, egocentric data collection, and see why we are a leading data collection company in India.
Build Your Multimodal Dataset with HaiData
Capture time-aligned audio, video, image and text together, with consent, on the HaiCrowd platform. Explore our full AI data collection services or talk to our team about your multimodal project.
Contact UsGet in touch
For support and query:
Email us at info@haidata.ai
Ainnotate Data Technologies LLP
Prestige Tranquilty,
Budigere Cross,
Bangalore - 560049
Karnataka, India.
Sree Nagammal Bldg.
Manjoor,
The Nilgiris - 643219,
Tamil Nadu, India.
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HaiData is an AI Data solutions and services organization catering to the AI data needs of various industries. Started with the objective of contributing to "Data Centric AI", HaiData has invested in all aspects of the AI Data value chain - including services, technology and solutions. As an organization committed to providing jobs for technically qualified youth, who chose to work from rural places rather than cities, HaiData provides affordable AI Data related solutions and services to organizations across the world from the villages of Nilgiris hills, in India.