Marxen Data Labs is the data engine of everything we build. We ingest, clean, transcribe, annotate, and curate data for machine learning — at production quality, with Indian languages treated as a first-class requirement, not a translation afterthought.
The gap between a generic chatbot and a system that actually knows your domain is not the model — it is the data. Foundation models are commodities. Curated, verified, domain-specific Indian-language data is not.
Data Labs exists to produce the rare half of that equation.
Enterprise Tamil and multilingual transcription — from a thousand to tens of thousands of audio files. Legal, media, government, research. Structured output, speaker separation, timestamped transcripts, ready for downstream AI.
Image annotation, text labelling, NLP dataset creation, and classification pipelines — built for production-quality model training. Every label verified. Every dataset documented.
Purpose-built language datasets for fine-tuning — education, healthcare, legal, and government domains. Native Indic annotation, never machine-translated labels.
Large-scale, multilingual audio data collection for automatic speech recognition — including code-switched Indian-language corpora for enterprise-grade model development.
Provenance tracking, inter-annotator agreement, and structured documentation — so every dataset can stand up to an audit and a model trained on it can be trusted.
Document ingestion, chunking, and vector-knowledge-base construction — turning your institutional documents into a retrieval layer your AI can answer from accurately.
Data Labs runs on human-led annotation with structured quality assurance — not crowd-sourced guesswork. Every workflow produces an auditable trail: who labelled what, against which guideline, with what agreement score.
For regulated clients, that documentation is not optional polish — it is the difference between a model you can deploy and one you cannot.
Whether you need tens of thousands of hours of Tamil audio transcribed or a fine-tuning corpus built from scratch, Data Labs delivers structured, documented, production-grade datasets.