Case Studies
Our various industry use cases showing how LLM model get fine tuned to the production through our Off the shelf datasets, data annotations, data acquisitions, multilingual, ITN, trust & safety and other capabilities
How a Fintech LLM Reached Production in 6 Weeks Using Nextura.ai OTS Datasets
A fintech innovator needed a production-grade conversational LLM tuned for financial services — fast. By ingesting Nextura.ai's Off-the-Shelf datasets covering financial intents, compliance-aware dialogue, and multilingual customer support, the team skipped months of data pipeline work and shipped to production in just six weeks.
Physical AI Has a Data Problem. India's Kitchens, Ironing Boards, and Textile Floors Are Solving It.
The world's top robotics labs have hit a wall that text can't solve. The raw material for Physical AI is footage of human hands doing ordinary work — and India is quietly becoming its largest supply base.
Strengthening AI Liveness Detection via Commercial Synthetic Media & Audio
A global biometric security leader needed to stress-test its liveness models against the same commercial GenAI tools a real attacker would use. Nextura.ai's multi-modal generation and validation pipeline benchmarked vulnerability across 5+ platforms in weeks — with zero client QA overhead.
Building the Ears for Real-Time AI: 4,000 Hours of Multi-Lingual Speech for Streaming ASR
A global AI leader needed real-time streaming ASR that transcribes multi-lingual speech and detects acoustic events — sirens, doorbells, IVR tones — at once. Nextura.ai sourced, transcribed, and annotated ~4,000 hours at 10ms frame precision across 80+ languages and dialects, delivered training-ready with zero client QA overhead.