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Research programs
IAIRO WIKI
A curated view of ongoing and completed work across enterprise and foundation AI.
IAIRO is pioneering new types of sovereign AI for India. From Consumer AI to Enterprise AI. From Big AI to Small AI.
- Active projects
- 9
- Archived resources
- 0
- Research focus
- Pharma, Health, Sustainability, and Education
Projects and themes
Specialized systems, grounded AI, and applied research
Reusable project cards keep the site modular while the visual language stays consistent across the research portfolio.
Sovereign AI / Small AI
FeaturedSAMVIT Platform
India's sovereign AI platform for specialized foundational models that are frugal, secure, and deployable across cloud, enterprise, edge, and future mobile environments.
Active Projects
Video Language Modelling
FeaturedVideo Anomaly Detection using Multimodal Knowledge Graphs
Video Language Models hallucination benchmarking and knowledge-graph-grounded vision-language reasoning.
AI in Education
FeaturedPAL: Personal Adaptive Learner
AI-powered platform transforming lecture videos into interactive learning experiences with real-time adaptive questioning.
Embodied AI / Vision-Language Models / Benchmarking
FeaturedLong-Range Embodied QA: Benchmarking and Memory-Augmented Navigation in Multi-Room VLM Agents
A procedurally generated benchmark for embodied question answering with controllable room-count horizon, paired with a KG-augmented episodic memory system showing that structured trajectory memory improves answering accuracy by up to 6.6 points on route-history questions.
AI in Pharma
FeaturedDrug Repurposing Platform
A neurosymbolic drug-repurposing framework that integrates heterogeneous biomedical knowledge graphs into a unified knowledge representation. The framework combines symbolic KG retrieval through SPARQL/Cypher with sAIM-based GNN link prediction to identify both established and potentially novel drug–disease associations. Candidate associations are ranked by combining KG-derived evidence with predictive confidence, while each prediction is accompanied by supporting reasoning paths, provenance, confidence scores, and human-readable explanations to enable transparent and interpretable drug-repurposing decisions.
Formal Methods & Verifiable AI
FeaturedProject MEDHA — Mathematical Engine for Domain-specific Higher-order Autoformalisation
A neuro-symbolic Small Language Model (SLM) for translating natural language into Lean 4 formal specifications, enabling verification-native autonomy for mission-critical domains such as finance, semiconductors, and robotics.
Computer Vision / Video Generation
Context Preservation in Long-Form Video Generation via Scene Graphs
A scene graph built from each generated chunk gives a video generator an object-level memory, so identities and relations hold up over long videos.
Smart Manufacturing, Pharma
Smart Pilot for Drug Manufacturing
The Pharma Manufacturing Intelligence Platform is an AI-driven system designed to improve monitoring, diagnosis, forecasting, and operational decision-making in pharmaceutical manufacturing environments. The platform combines anomaly detection, causal root cause analysis, predictive forecasting, and document-based knowledge retrieval into a single integrated workflow.
Explainable AI for Mental Health
NIDHI: Explainable Suicide Risk Detection
1st-place system (out of 55 teams) in the IEEE BigData 2026 Cup's Explainable Suicide Risk Detection challenge — combining task-specific modeling with knowledge-guided approaches to assess suicide risk from Reddit posts with grounded evidence and interpretable explanations.
Archived Projects and Resources
No archived projects found.