Technology
One stack, from the sensor to the screen.
Every Spondbyte product shares the same compute, comms, data, and security backbone. Adding a new subsystem is an integration, not a migration.
Sensing
Cameras, RSUs, AQ nodes, weather stations, radar, thermal, lidar, in-pavement loops. Spondbyte custom hardware where it matters; partner hardware where it makes sense.
Hardware partners: NVIDIA, Bosch, Hikvision, Teledyne FLIR
Edge compute
NVIDIA Jetson family on Spondbyte custom carrier boards. OTA-managed firmware. Sub-100 ms inference. Ruggedised for the Indian field environment: monsoon, dust, 55 °C ambient.
Carrier board options: Orin NX · Orin AGX · Xavier NX
Models
YOLO-family vision, custom-trained on Indian road and weather data. Sensor fusion. Time-series anomaly detection. Continuously retrained on field telemetry. All training data DPDP-compliant.
Model retraining cadence: quarterly for production deployments
Comms
Fiber, 5G/4G, LoRaWAN, NB-IoT, with graceful failover and store-and-forward. C-V2X PC5 hardware ready. Every link is encrypted with TLS 1.3.
Failover priority: fiber → 5G → 4G → NB-IoT → store-and-forward
Data
+ Time-Series DB for telemetry. MQTT broker for events. Object store for evidence. CPCB SAMEER and state-portal connectors out of the box.
Retention: configurable per data class; defaults documented
Application
VMS, dashboards, GIS overlays, SOP automation, operator consoles, mobile clients, public APIs, citizen-facing dashboards.
Cross-cutting
Security and observability at every layer
Security
TLS 1.3 everywhere
All data in transit encrypted with TLS 1.3.
Mutual authentication
Every device and service authenticates both ends.
Signed firmware, secure boot
Tamper-proof firmware lifecycle from build to field.
ISO 27001 controls
Information security management to international standards.
DPDP-compliant data handling
Meets India’s Digital Personal Data Protection Act.
CERT-In empanelled vulnerability disclosure
Responsible disclosure aligned with CERT-In guidelines.
Observability
Structured logging
structlog for consistent, machine-parseable logs.
Sentry for error tracking
Real-time error capture and alerting.
Prometheus + Grafana
Metrics collection and dashboarding at every layer.
Per-device health monitoring
Heartbeat, temperature, connectivity, and disk metrics per node.
Operator audit trail
Every operator action logged and exportable.
Interoperability
Open standards we support
Philosophy
Engineering principles
One stack, end to end.
We don’t bolt third-party boxes together.
Open at the seams.
Standards-first integration, never proprietary lock-in.
Built for the Indian environment.
Tested in monsoon, dust, 55 °C, and the realities of Indian infrastructure.
Talk to our engineering team.
Architecture reviews, integration scoping, pilot proposals. Your first conversation is with someone who can actually scope the work.