Research & engineering
Technical work that informs the platform. Research maturity and product integration status are always stated.
Research programmes
Two programmes, one rule: nothing is claimed as deployed until it is implemented and validated.
DoubleSlit
AI/ML, IoT, robotics, edge computing and deep tech.
Learn more →
YNTR
AI models, inference and agentic systems.
Learn more →Research capabilities are not claimed as deployed in a product until they are implemented and validated for that product.
Research areas
Ten themes. Each is research unless a page states a deployed product.
Digital twins
Identity, relationships and lifecycle models.
Phygital systems
Physical and digital systems working as one.
Edge AI
Models running on or near the device.
IoT
Sensors, gateways and device management.
Identity
Assurance, credentials and permissions.
Geospatial intelligence
Place and map-based context.
Human-computer interaction
How people interact with physical and digital systems.
Sustainable infrastructure
Solar and off-grid design.
Indian Knowledge Systems
Heritage and knowledge in digital form.
AI governance
Accountability and responsible AI.
Technology registry
What exists in operation, what is being tested and what is only direction. Rows marked "to be confirmed" are being verified before they are published as fact.
| Technology | Category | Status |
|---|---|---|
| Smart Solar Bench V1.0 Base | Infrastructure | Pilot deployed |
| Edge AI in the bench | Intelligence | Not deployed |
| Helix (identity and digital twins) | Platform | To be confirmed |
| ViSE (measurement and growth) | Platform | To be confirmed |
| MTRX (integrated experience) | Platform | To be confirmed |
| DoubleSlit research programmes | Research | Research |
| YNTR models and inference | Research | Research |
Registry fields as it grows: technology, category, status, IP type, deployment status, research status, partner and version. Separate labels for deployed, pilot, prototype, research and vision keep credibility high.
Maturity labels
How to read research status.
| Label | Meaning |
|---|---|
| Concept | An idea or direction under consideration. |
| In development | Active engineering; not a proven product. |
| Prototype | A working prototype exists. |
| Pilot deployed | Running in a product at a pilot site. |
Publika: the knowledge layer
Research should not disappear after publication. Publika is the research archive and publication layer for iViRTH systems, frameworks and IP.
Research papers
Technical reports
Architecture documents
Frameworks
Case studies
Product documentation
Experimental results
Design systems
Documents are listed here as they are released, each versioned and linked to the product page it relates to. None is listed yet.
Collaborate with us
Research collaboration enquiries are welcome.