From foundation models to field-ready AI.
We build, fine-tune and deploy AI systems that survive the messy reality of sheds, fields, hospitals and command centers.
One stack. Six AI capabilities.
Applied Machine Learning
Production-grade ML for prediction, optimization and decision automation across operations.
Generative AI
Domain-fine-tuned LLMs for ops summarization, multi-lingual support, technical co-pilots and document AI.
Conversational AI
Voice + text agents in Indian languages for citizen services, field workforce and frontline staff.
Computer Vision
Defect detection, surveillance, asset health and behavioral analytics — edge or cloud.
Edge AI
Model compression and inference runtimes deployed on rugged edge hardware, including air-gapped sites.
Sovereign Data Platforms
Indian data residency, governed feature stores and audit-grade pipelines for regulated sectors.
Open-weight + proprietary foundation model fine-tuning
Multi-lingual NLP (12+ Indian languages)
On-prem & air-gapped deployment options
MLOps with continuous retraining loops
Where research meets the field.
92% failure prediction accuracy in pilot — extended to 3 sheds.
Air-gapped LLM stack for classified document workflows.
Vision model triaging 14,000 scans/day in a public hospital network.
Build the next breakthrough with us
Bring your problem. We'll bring the research, the team and the deployment.