Cognegica Networks is the Bharat-Native AI Data Foundry — the AI data services company built for the languages the global web forgot. We deliver native-speaker training data, RLHF preference pairs, and cultural evaluation across 22 major Indic languages, 16 low-resource Indic languages (Tulu, Lambadi, Konkani, Santali, Bodo, Garo, Khasi, Meitei, Sambalpuri, Gondi, Sanskrit, Dogri, Beary, Mizo, Toda, Sindhi), and a delivery roadmap that spans 372 global languages. WHAT WE DO • Multilingual audio, video, image, and text data collection across 22 Indic + 50+ global languages • LLM-grade annotation at inter-annotator agreement ≥ 0.85, two-pass QA, Krippendorff's α reporting • RLHF and DPO preference data calibrated to Indic linguistic and cultural context • SFT gold-standard data curated by linguistic subject-matter experts • AI content moderation, PII filtering, and culturally-aware safety taxonomies • Cross-lingual evaluation for honorifics, code-mixing, idioms, caste-safety, and pragmatic correctness • Taxonomy development and intent classification for foundation-model performance slicing WHO WE WORK WITH Foundation-model labs, enterprise GenAI teams, BFSI, healthcare, e-commerce, GovTech, EdTech, and media — anywhere multilingual AI needs to actually understand India. Proven delivery for global Tier-1 AI data vendors and Google sub-processors over multiple years. WHY TEAMS CHOOSE US 1. Linguistic depth, not breadth — a native-speaker bench in 38 Indic languages most vendors cannot economically staff. 2. Cultural empathy engineered in — honorifics , code-mixing (Hinglish, Tanglish, Telgish), idioms, regional and caste-safety, baked into the data layer. 3. LLM-native, not translation-native — purpose-built for RLHF, DPO, SFT, red-teaming, and synthetic-data verification. 4. Compliance as a feature — ISO 27001-aligned, SOC 2 Type I on roadmap, DPDP Act 2023 ready, GDPR DPAs pre-built. 5. 14-day NDA-to-SOW with our pre-built compliance pack — vs. the
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