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{ 360Labs }Case Study
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SAGAR

Situational Awareness & Guided Analytics for Reconnaissance -- naval maritime C2 Android app for Indian Navy operations. On-device AI, real-time maritime data fusion, and offline-capable tactical intelligence. Zero cloud dependency.

SAGAR
// overview

Seven core capabilities on a single Android device. Maritime C2 Console with split-screen tactical map and AI chat (English + Hinglish). On-Device AI with SLM360 NanoEncoder and SmolLM2-360M for narrative briefs. Live data from AIS, OpenSky, GDELT/RSS, and weather APIs.

// specs

Specifications

AISLM360 NanoEncoder + SmolLM2-360M (386MB)
Intents30 naval intent classes, <5ms classification
DataAIS, OpenSky, GDELT/RSS, weather APIs
LanguageEnglish + Hinglish ('vessels dikhao', 'khatre batao')
// features

Features

  • 01SLM360 NanoEncoder for ultra-fast intent classification across 30 naval intents
  • 02SmolLM2-360M for narrative briefs and threat summaries
  • 03Dark tactical theme, military report formats (DTG, SITREP)
  • 04Mixed Hindi-English commands supported
  • 05AIS, OpenSky, GDELT + RSS, weather APIs fused into unified tactical picture
  • 06Offline mode caches last-known state with staleness indicators
// tech stack

Tech Stack

KotlinSLM360SmolLM2TensorFlow LiteAISOpenSkyAndroid

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