The Ground Layer of
Digital Odisha
We build sovereign AI systems that function in connectivity-shadow zones. Indigenous deep-tech infrastructure ensuring data never leaves the state.
Distributed "Trident" Architecture
Three interconnected processing units working in harmony to ensure redundancy, speed, and sovereign control.
The Voice of 62 Tribes.
A state AI mission is incomplete if it cannot speak the language of its people. We possess the capability to provide proper linguistic data and fine-tuning for national AI models through our extensive collection of 21 different tribal languages.
From Sambalpuri to Desia, we gather, sanitize, and verify the linguistic heritage of Odisha to ensure digital services are accessible to every citizen, regardless of dialect.
CareBot Odia-1
The world's first autonomous medical agent designed for Odisha's rural healthcare ecosystem. Fully air-gapped, vernacular-native, and built on the Trident Architecture.

Software Stack
Proprietary modules powering CareBot intelligence
Vitals Engine
rPPG Processing using Green channel FFT analysis. Thermal correlation for automated fever detection.
Pain Sentinel
Custom CNN trained on UNBC-McMaster dataset. Generates Pain Score (0-10) based on FACS units.
Care-Logic-1B
INT8 optimized for RK3588 NPU. Uses Grouped Query Attention (GQA) for efficient inference.
Watchdog
Continuous heartbeat monitoring. Engages dynamic braking if latency exceeds 200ms.
Internal Nervous System
Raw UDP Multicast on air-gapped architecture. No encryption overhead for sub-millisecond reflex actions.
Hospital Integration
Secure MQTT over WPA2-Enterprise. V2I integration for elevators & doors. HL7 FHIR compliant EMR bridge.
Our Capabilities
Delivering end-to-end sovereign AI infrastructure and consulting for the public and private sector.
Trident Architecture
A distributed computing framework allowing AI models to run on low-power edge devices without cloud dependency.
Data Sovereignty
Village-First data architecture with air-gapped LANs ensuring citizen data remains within state jurisdiction.
Sovereign Robotics
Autonomous agents like CareBot built on proprietary hardware stacks for logistics and healthcare delivery.
Clinical Integration
Native HL7 FHIR support bridging the gap between advanced robotics and existing hospital infrastructure.
Edge Intelligence
Sub-millisecond reflex loops running on local NPUs for real-time decision making in critical environments.
Vernacular Interfaces
Voice-first interaction models designed for the 50M+ citizens of Odisha, supporting multiple dialects.
Ready to Transform
Your AI Journey?
Join thousands of developers and government entities building the future with Kalinga Sovereign AI.
Start Your Sovereign Journey
Ready to deploy secure, indigenous AI infrastructure? Reach out to our team to discuss pilot programs and enterprise integration.
Email Us
deploy@kalinga.ai
Secure Line
+91 674 255 XXXX
HQ Coordinate
Bhubaneswar, Odisha
