IRAH
IRAH Labs

Research initiatives, prototypes and reusable accelerators.

A transparent space for ideas under development. Items are clearly labelled as prototype, reference implementation or research initiative.

Prototype

Government Knowledge Agent

Grounded multilingual assistant for circulars, schemes, policies and departmental knowledge.

Reference architecture

Redis Resilience Blueprint

Patterns for cache-aside, sessions, failover, observability and safe degradation.

Research initiative

Traceability Intelligence

Combining field evidence, anomaly models and signed provenance for high-risk supply chains.

Prototype

Digital Twin Operations

Operational visualisation for assets, facilities and service systems.

Reference implementation

Document AI Pipeline

OCR, classification, extraction, human review and searchable knowledge.

Prototype

Citizen Service Copilot

Guided service discovery and form assistance with auditable handoff.