India's Multilingual AI Data Ecosystem

Real Voices.
Real Data.
Real AI.

26+ years powering India's voice, language, and AI data infrastructure. From speech datasets for IIT Madras and AI4Bharat to dubbing for Netflix — authentic multilingual intelligence at scale.

See Our Work → Partner With Us
7,000+
Hours of speech datasets delivered
26+
Years of multilingual expertise
500K+
Multilingual prompts per language
1,000+
Workers empowered across India
20+
Indian languages — district & dialect level granularity
AI4BharatIIT MadrasOla KrutrimPractoNetflixDisney+ HotstarBYJU'SNational GeographicTata InteractiveBharatGenIISc VaaniCentificPeppermedia AI4BharatIIT MadrasOla KrutrimPractoNetflixDisney+ HotstarBYJU'SNational GeographicTata InteractiveBharatGenIISc VaaniCentificPeppermedia
What We Do

Full-Stack AI Data
for the Real World

From sourcing to delivery — multilingual datasets that make AI systems truly understand India.

Speech & ASR
Speech & Conversational Datasets
Multi-speaker CC format with overlaps, interruptions, dialect diversity. Call center dual-channel, emotion-based TTS, and narrative datasets for real-world ASR & LLM performance.
NLP & Text
Text, Prompts & Annotation
500,000+ multilingual prompts per language. Translation, annotation, and structured datasets across Hindi, Tamil, Telugu, Kannada and 10+ Indian languages.
Multimodal
Egocentric & Multimodal Data
Next-gen POV video datasets for robotics, autonomous systems, and human-AI interaction across manufacturing, civil engineering, retail, and precision workflows.
Media
Dubbing & Localization
8,000+ hours for BYJU'S. 1,300+ hours for National Geographic. Netflix & Disney+ Hotstar subtitling. 12,000+ hours K-12 voice-over for Tata Interactive Systems.
Quality
QA & Compliance
Rich metadata with speaker, dialect, and domain tagging. QA lineage, validation layers, ethical sourcing, consent frameworks, and DPDP-compliant data workflows.
E-Learning
E-Learning & Content
End-to-end e-learning production in 10+ languages. Translation, voice-over, XML encoding, content development, and animation for leading EdTech platforms.
7K+
Hours Speech Datasets
3K+
Hours OTS Dataset Inventory
12K+
Hours E-Learning Voice-Over
8K+
Hours Dubbing Direction
Key Projects

Work That Moves
India's AI Forward

Selected projects across AI research institutions, enterprises, and global media platforms.

National AI Initiative
AI4Bharat & IIT Madras – Indic Speech Infrastructure
Large-scale speech datasets across Marathi, Tamil, Telugu, Kannada, Konkani, Maithili and low-resource Indian languages — contributing to India's foundational AI language infrastructure.
7,000+
Hours delivered
10+
Indian languages
IISc Research
IISc Vaani Project – Dialect-Level Intelligence
6,000+ hours of district and dialect-based Kannada datasets for IISc's Vaani project — capturing the linguistic diversity that standard datasets miss.
6,000+
Hours Kannada data
District
Level granularity
Enterprise AI
Ola Krutrim & Practo – Conversational AI Datasets
Multi-speaker conversational datasets with real-world noise, dialect diversity, overlaps, and interruptions for enterprise AI product teams.
CC
Format conversational
Multi
Speaker & dialect
Global AI Programs
Centific – Large-Scale Speech Datasets
3,000+ hours per language for global AI training programs. Domain datasets across Agriculture, BFSI, Healthcare, and Legal verticals.
3K+
Hours / language
4+
Domain verticals
NLP & Prompts
Peppermedia – Multilingual Textual Prompts
500,000+ multilingual textual prompts per language across Hindi, Tamil, Telugu, and Kannada for AI model development and LLM training.
500K+
Prompts / language
4
Major languages
Media & OTT
Netflix, Disney+ Hotstar & National Geographic
2,000+ hours subtitling for Netflix and Disney+ Hotstar. 1,300+ hours dubbing for National Geographic in Kannada and Hindi.
NetflixDisney+ HotstarNat Geo2,000+ hrs
EdTech
BYJU'S, Tata Interactive & Next Education
8,000+ hours dubbing direction for BYJU'S. 12,000+ hours K-12 translation & voice-over for Tata Interactive. 3,000+ hours for Next Education.
BYJU'S 8K hrsTata 12K hrsNext 3K hrs
Our Platforms

Built for AI Data
at Scale

Proprietary platforms designed to handle the complexity of multilingual AI data operations.

SamhitaOps
Unified AI Data Operations Platform
End-to-end platform managing speech, text, image, and video datasets with full metadata management, QA workflows, and compliance.
  • Speech, text, image & video data management
  • Metadata management & rich tagging
  • QA workflows & validation pipelines
  • DPDP-aligned compliance framework
STOTRA
Advanced Transcription & Annotation Platform
Purpose-built for structured dataset pipelines — from raw audio to clean, tagged, delivery-ready AI training data.
  • Silence removal & audio preprocessing
  • Tagging & segmentation engine
  • Structured dataset pipeline output
  • Vision: India's Unified Data Pool Platform
Who We've Worked With

Trusted by Research,
Enterprise & Media

From IITs to OTT platforms — a track record built across India's most demanding sectors.

"If AI cannot understand a farmer in a remote district, it is not ready for the real world."

— Founder, Kreativ Solution & Shubha Mangala
© 2025 Kreativ Solution & Shubha Mangala. All rights reserved. Powering Multilingual AI from India 🇮🇳