Multi-modal diagnostics
Fuses operating parameters, vibration and rotodynamic inputs into a time-aligned equipment state.
Indigenous. Edge-native. Mission-ready.
From sensing to
intelligent decisions.
AI-powered diagnostics and Dynamic Maintenance for mission-critical defence, marine and industrial equipment—designed for sparse data, disconnected operations and trusted decisions at the edge.
Edge-nativeCyber-secureExplainable AISparse-data ready
EDGE NODE 01
LIVE ANALYSISASSETAuxiliary Pump A-02
ACTION63/ 100
COMPONENT HEALTHRoot cause identified
Confidence-weighted equipment state
Discharge pressure3.5 bar
Vibration RMS4.1 mm/s
EXPLAINABLE DIAGNOSISEngineering + AI reasoning active
›Illustrative system view
Real-timeOn-device diagnostics
OfflineNo cloud dependency
ExplainableRoot cause to action
ScalableEquipment to fleet
The platform
One intelligence layer.
Every maintenance decision.
EdgeNative converts fragmented machinery signals into structured, explainable intelligence—without relying on continuous connectivity or large failure datasets.
INPUT
Equipment signals
- IAS / controller data
- Vibration & rotodynamics
- Additional condition sensors
Data fusion
EDGE INTELLIGENCE
AI
Hybrid Engineering + AI
Temporal state analysis, engineering physics and structured AI-ready data.
Reasoning
OUTPUT
Trusted decisions
- Health & root cause
- RUL & future risk
- Prescriptive maintenance
Core capabilities
Diagnostic depth,
delivered at the edge.
Purpose-built for assets where uptime is critical, data is imperfect and every recommendation must be explainable.
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Physics-informed intelligence
Applies engineering relationships and probabilistic reasoning to strengthen diagnostic confidence.
Explainable prediction
Translates anomalies into root cause, component health, RUL and actionable maintenance guidance.
Assisted learning
Captures maintainer feedback to improve context, defect classification and fleet-level learning.
Decision intelligence
See what is happening.
Understand what comes next.
Component and system health
Confidence-weighted health assessment across equipment hierarchy.
8.7/10
Root cause, not just alarms
Correlates multi-modal evidence to rank probable defects and recommend inspection.
Signal→Evidence→Cause
RUL and prescriptive action
Moves maintenance from fixed intervals towards condition-led, risk-informed decisions.
RUL
Built for the field
Across critical assets.
Across operating environments.
A modular architecture that can be configured for a standalone asset, integrated platform or connected fleet.
Defence
Mission-critical land and maritime assets operating with sparse data and limited connectivity.
Marine
Propulsion, auxiliary machinery, pumps, compressors and shipboard support systems.
Industry
Condition-monitored equipment where availability, safety and lifecycle cost matter.
ENGINESGENERATORSCOMPRESSORSPUMPSGEARBOXESVEHICLES
EdgeNative AI
Engineering-led.
India-built.
Mission-focused.
We are building an indigenous Dynamic Maintenance platform for the realities of defence, marine and mission-critical industry.
Our multidisciplinary team brings experience across defence technology, marine engineering, AI, embedded diagnostics, product development and programme execution.
120+Years of combined domain experience
IndiaDesigned and developed indigenously
EdgeIntelligence where the equipment operates
Strategic collaboration
Turn your equipment data into
trusted maintenance decisions.
Talk to us about a focused pilot, OEM integration or a platform-level deployment.
Start a conversation Defence · Marine · Industry