Who we serve
The India data collection partner behind AI teams
We do not sell studio hours. We take a dataset specification, run recruitment, recording, transcription and QA across India, and deliver a corpus your training pipeline can ingest as-is.

- Product and platform teams that need Indian-language training data on a schedule that matches their model release cycle, not a vendor's studio availability.200-1,000 hours across two to five Indian languages, delivered in staged batches over a quarter.AI Companies
- Teams whose core product is speech recognition or synthesis, where dataset quality is the product roadmap and word error rate is the metric everyone watches.500-2,000 hours in one flagship language plus tagged benchmark sets per dialect.Speech AI Companies
- Foundation and applied LLM teams that need Indian-language human data with provable provenance, covering languages their web crawl barely touched.Instruction-response pairs, preference rankings and evaluation sets across 6-12 Indian languages.LLM Companies
- Voice-bot and chat-plus-voice platforms deploying into Indian markets, where the gap between demo accuracy and live accuracy is a code-mixing problem.100-400 hours of scenario-driven conversational and telephony audio per language.Conversational AI Companies
- Agent-assist, QA-automation and voice-bot vendors serving Indian BPO and enterprise contact centres, working with narrowband telephony audio and heavy accent variation.100-300 hours of dual-channel simulated calls per language, with intent and outcome labels.Call Centre AI Companies
- Device, OS and appliance makers shipping assistants into Indian homes and vehicles, where wake-word reliability and far-field accuracy decide the review scores.Wake-word positive and negative sets from 500-2,000 speakers, plus command-and-control utterances per language.Voice Assistant Companies
- Data vendors and labelling platforms that win Indian-language work and need a delivery partner on the ground who works to their spec and under their brand.Overflow and specialist capacity across Indian languages, priced per hour or per unit against your spec.AI Data Companies
- Academic and industrial research teams building benchmarks and studying low-resource Indian languages, where documentation and reproducibility matter as much as volume.20-200 hours in one or more low-resource languages with full protocol documentation.ML Research Groups
Scoping an India data programme?
Send the spec — languages, hours or speakers, quality bar and deadline. You get a scope and a price, not a brochure.