Specialized datasets for Indian English, Hindi, and code-mixed speech.
Built with scenario-based prompt design, speaker balancing, and multi-pass QA.
Structured metadata for evaluation and fine-tuning.
We provide structured voice and language datasets for production AI systems in Indian markets.
Speech recognition and text-to-speech training data across Hindi, Hinglish, and Indian regional languages. Recorded in real-world conditions with demographic diversity.
Text corpora for NLP, LLMs, and conversational AI. Culturally accurate, contextually rich, and cleaned for training.
Need something specific? We build custom datasets to your exact specifications with defined QA processes and delivery timelines.
We are a precision-driven AI data partner focused on production-quality datasets.
We don't sell volume. We sell data that works. Every dataset is human-verified, cleaned, and validated against production benchmarks. If it doesn't meet our bar, it doesn't ship.
No scraped data. No grey-area collection. Every voice, every text sample is collected with explicit consent and documented usage rights.
Indian languages are not just translations of English. We understand code-mixing, regional variations, and cultural context. Our data reflects how people actually speak.
Our datasets are designed for real-world deployment, not research demos. We optimize for edge cases, demographic diversity, and the messy reality of production systems.
We design datasets around specific use cases and conversational scenarios. Speaker balancing across region and age ensures demographic representation.
Every dataset goes through multi-pass transcription QA, noise labeling, and structured metadata creation for evaluation and fine-tuning.
Custom datasets delivered on defined timelines. We move fast because we know your deployment schedules matter. Quality doesn't have to mean slow.
You own the data. Transparent licensing, documented rights, no platform dependencies. We're a data partner, not a vendor platform.
Our methodology ensures production-ready datasets from day one.
We begin with use case analysis and scenario mapping to define data requirements before collection begins.
Three-stage verification: automated checks, human review, and production validation testing.
Comprehensive metadata including speaker demographics, recording conditions, and linguistic annotations.
Recorded consent forms, usage rights documentation, and compliance tracking for every data point.
Systematic representation across age, gender, region, and socioeconomic demographics.
Acoustic environments documented and labeled for robust model training.
If you're building AI that needs to work in India, we're built for you.
Training LLMs or multimodal models? Our Indian language corpora provide the linguistic diversity and quality your pre-training needs.
Building ASR, TTS, or voice interfaces? Our voice datasets cover the accents, dialects, and acoustic conditions your models will face in production.
Chatbots, voice assistants, customer support AI—our datasets capture real conversational patterns in Hindi, Hinglish, and code-mixed speech.
Academic or industry research on Indian languages? We provide ethically sourced, well-documented datasets for reproducible research.
Building for Bharat? Our datasets help you train AI that understands your users—not just translates English.
Deploying AI in Indian markets? Our custom data collection ensures your models work for your specific domain and user base.
Not ready to commit? We get it. Request sample datasets to evaluate quality before you buy.
Need something specific? We build custom datasets tailored to your exact requirements.
Data quality starts with data ethics. Here's how we do it:
Every data point is collected with explicit, informed consent. Contributors know exactly how their data will be used.
No ambiguity. You get clear, documented rights to use the data for AI training. No legal grey areas.
Fair compensation for contributors. No exploitative practices. No scraped or stolen data.
Personal identifiers removed. Data anonymized where required. Privacy protocols built into our collection process.
We work with serious AI teams building real products. If that's you, let's talk.
Please provide details about your use case. Generic inquiries won't get a response.
We'll review your request and get back to you within 24 hours.