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// case studies

Case Studies

Technical deep-dives across healthcare AI, computer vision, edge computing, developer tooling, multi-agent systems, and operations platforms. 23 projects. All live and in production.

Boss OS - AI-powered solution by 360Labs
GOVERNMENT / OPEN SOURCElive

Boss OS

Client: CDAC (Centre for Development of Advanced Computing), Govt. of India

Contributed the browser module to BOSS Linux, India's national open-source operating system with 6M+ deployments across government and institutional installations.

6M+
Deployments nationwide
CDAC
Govt. of India
Open Source
Public contribution
LinuxC/C++GTK+2
Weather Prediction - AI-powered solution by 360Labs
ML / GOVERNMENTlive

Weather Prediction

Client: Indian Meteorological Department (IMD), Govt. of India

Weather analysis devices and ML-based prediction algorithms built for the Indian Meteorological Department for real-time forecasting and environmental data processing.

IMD
Indian Meteorological Dept.
ML/DL
Prediction algorithms
Hardware
Sensor devices
PythonTensorFlowLSTM+3
AI-Native Clinical Notes - AI-powered solution by 360Labs
HEALTHCARE AIlive

AI-Native Clinical Notes

Client: Private Hospital (Classified, under NDA)

AI-powered medical scribe that listens to doctor-patient conversations and writes clinical notes automatically.

80%
Less time on documentation
Instant
Notes after consultation
Focuscare - AI-powered solution by 360Labs
HEALTHCARE AUTOMATIONlive

Focuscare

Client: Rajiv Gandhi Cancer Institute and Research Centre

End-to-end physiotherapy consultation automation: patient onboarding to AI-generated notes and follow-up scheduling.

3+ hrs
Admin time saved daily
85%
Fewer missed follow-ups
1-click
Consultation start
PythonNext.jsOpenAI Whisper+3
DSV Fleet Management - AI-powered solution by 360Labs
LOGISTICSlive

DSV Fleet Management

Client: DSV A/S

Real-time fleet tracking and dispatching platform with full visibility over every vehicle, driver, and route.

100%
Fleet visibility
~20%
Fuel cost reduction
15s
GPS update interval
Next.jsReactTypeScript+3
Charge Pulse - AI-powered solution by 360Labs
EV / LOGISTICSlive

Charge Pulse

Client: Leading EV Charging Network (undisclosed under NDA)

Real-time EV charging station finder with GPS navigation, live availability, and traffic-aware routing.

Real-Time
Availability data
~60%
Fewer support tickets
Web+Mobile
Cross-platform
Next.jsReactFlutter+2
Low Latency Food Ordering Platform - AI-powered solution by 360Labs
EVENTS & OPERATIONSlive

Low Latency Food Ordering Platform

Client: Brandwidth Events Pvt Ltd

Unified events operations platform: vendor management, order tracking, payments, automated settlements.

8
Core modules
~1 day
Reconciliation eliminated
100%
Audit coverage
Next.jsReactTypeScript+2
Open Vision PPE Monitoring - AI-powered solution by 360Labs
COMPUTER VISION / OPEN MODELSlive

Open Vision PPE Monitoring

Client: The Bansal Group

Open vision model-powered boundary surveillance, PPE compliance monitoring, intrusion detection, and digital SOP compliance through real-time video analytics. Runs on-premise.

95%+
Detection accuracy
90%+
Face recognition
0
Cloud dependency
YOLOv8nByteTrackInsightFace+5
Factory OS - AI-powered solution by 360Labs
MANUFACTURING / PRODUCTION PLANNING / FULL-STACKlive

Factory OS

Client: Aryan Apparels Pvt Ltd

Production planning and task management system (Adidas, Nike, Reebok). Replaces Excel-based tracking with automated backward milestone planning, SOP gate enforcement, capacity simulation, and real-time production visibility across 295+ orders.

295
Production orders
3,245
Auto-gen milestones
9
SOP quality gates
Next.jsTypeScriptPrisma+5
AI-Native Lease Management Platform - AI-powered solution by 360Labs
REAL ESTATE / AI EXTRACTION / LEASE MANAGEMENTlive

AI-Native Lease Management Platform

Client: GroSpace Global Pvt Ltd

AI-powered commercial real estate lease management for multi-brand retail operators (Blue Tokai, Domino's, McDonald's, Burgerama, Enoki). Automates lease data extraction from PDFs, obligation tracking, payment management, risk analysis, and portfolio intelligence.

60+
Extracted lease fields
48
API endpoints
11
Alert types
Next.jsFastAPISupabase+3
AI-Native Real Estate Fund - AI-powered solution by 360Labs
REAL ESTATE AI / ML / MULTI-AGENTlive

AI-Native Real Estate Fund

Client: Hleem Ventures LLP

Built for Bethun Bhowmik (ex-Oracle, ex-Amazon, ex-Ola). Discovers distressed properties (foreclosures, tax liens, probate, short sales) and land for data centers, solar farms, and wind farms. 4 AI agents handle scouting, underwriting, outreach, and deal structuring.

4
AI agents
13
Distress rules
8,200+
Lines of code
Next.jsTypeScriptSupabase+5
Captcha-Resilient ATS Agent - AI-powered solution by 360Labs
JOB AUTOMATION / ATS / BROWSER STEALTHlive

Captcha-Resilient ATS Agent

Client: VisaViz

AI-powered job application automation platform that auto-applies across multiple ATS platforms (Lever, Greenhouse, Workday) with a 5-tier CAPTCHA bypass stack and human behavior simulation.

5
CAPTCHA bypass tiers
$5-30
Per 1000 applications
150+
Anti-detection scripts
ReactTypeScriptFirebase+3
Crawl360 - AI-powered solution by 360Labs
WEB SCRAPING / API / SAASlive

Crawl360

Production-grade web scraping API with auto-escalating fetcher modes (fast HTTP, headless browser, stealth), structured data extraction, multi-page crawling, screenshot capture, PDF generation, and AEO360 SEO audits.

7
API capabilities
100
URLs per batch
3
Fetcher modes
PythonFastAPIPlaywright+3
SLM360 - AI-powered solution by 360Labs
EDGE AI / RESEARCHlive

SLM360

On-device NLU engine with 98-100% accuracy, 39ms latency, 50MB footprint. Solves the NLU trilemma.

100%
Banking77 accuracy
39ms
P50 latency
50MB
Total footprint
TypeScriptONNX RuntimeWebAssembly+1
Mem360 - AI-powered solution by 360Labs
AI MEMORY ENGINElive

Mem360

Universal AI memory engine that extracts, stores, and retrieves long-term user memories for any AI application. Pluggable LLM, storage, and embedding layers.

384-dim
Embedding vectors
>= 0.85
Dedup threshold
3
Access methods (SDK/API/CLI)
PythonFastAPIsentence-transformers+3
Med360 - AI-powered solution by 360Labs
MEDICAL AI / RESEARCHlive

Med360

Fine-tuned medical AI for Indian healthcare with native Hinglish, Indian pharma knowledge, AIIMS/NEET-PG level reasoning. 4B parameters.

173K+
Training examples
$0.001
Cost per query
4B
Parameters
Gemma 3 (4B)PyTorchLoRA+2
AgentGuard - AI-powered solution by 360Labs
MULTI-AGENT SYSTEMS / RESEARCHlive

AgentGuard

C++17/Python library for deadlock prevention in multi-AI-agent systems. Extends Dijkstra's Banker's Algorithm. LangGraph integration.

285
Tests (189 C++ / 96 Python)
O(n2m)
Safety check complexity
MIT
License
C++17Pythonpybind11+3
Promptctl - AI-powered solution by 360Labs
DEVELOPER TOOLSlive

Promptctl

CLI for prompt engineering: version control, test-driven evaluation, A/B testing with statistical confidence.

95%
Confidence intervals
4
LLM providers
0 > Full
Observability gained
TypeScriptNode.jsReact+3
VAJRA - AI-powered solution by 360Labs
COUNTER-UAS / ON-DEVICE ML / RESEARCHlive

VAJRA

Multi-sensor on-device counter-UAS system with custom-trained visual (YOLOv8n) and acoustic (CNN) deep learning models. Runs entirely on a smartphone with zero network dependency.

>25
FPS visual detection
<100ms
Acoustic classification
38MB
Total APK size
KotlinTensorFlow LiteYOLOv8+3
KAVACH - AI-powered solution by 360Labs
TACTICAL AI / ON-DEVICE ML / RESEARCHlive

KAVACH

On-device tactical intelligence platform with SLM360-powered natural language C2, real-time ISR, automated SALUTE reporting, and threat-aware patrol optimization. Zero network dependency.

<50ms
NLU intent classification
~19
FPS ISR processing
848KB
Total NLU model size
KotlinSLM360TensorFlow Lite+3
DeepForge - AI-powered solution by 360Labs
GENERATIVE AI / DEEPFAKE / SYNTHETIC VIDEOlive

DeepForge

End-to-end synthetic video generation platform. Face-swap (InsightFace), voice cloning (Coqui XTTS-v2), lip-sync (Wav2Lip), and face restoration (GFPGAN) unified into a single production pipeline.

94%
Face-swap accuracy
30
FPS output video
<2s
Per-frame processing
InsightFaceGFPGANCoqui XTTS+4
SAGAR - AI-powered solution by 360Labs
NAVAL AI / ON-DEVICE ML / MARITIMElive

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.

30
Naval intent classes
100%
On-device inference
<5ms
Intent classification
KotlinSLM360SmolLM2+4
AI-Native Digital Tutor - AI-powered solution by 360Labs
MILITARY EDTECH / AI TUTOR / FULL-STACKlive

AI-Native Digital Tutor

AI-powered Learning Management System for Indian Army cadets (NDA, IMA, OTA). Combines a full LMS with SAINIK AI, a real-time streaming AI tutor with a military persona. Two roles: Admin (officers) and Cadet.

15
Courses seeded
8
Database models
70B
LLaMA 3.3 params
FastAPIReactPostgreSQL+4
CastVision - AI-powered solution by 360Labs
CV / MANUFACTURING / HARDWARE & IOTlive

CastVision

Automated quality inspection system for automotive manufacturing using X-ray imaging and deep learning to detect internal flaws in aluminum castings in real-time on the production line.

YOLOv3YOLOv5RetinaNet+4
PanelVision - AI-powered solution by 360Labs
CV / QA / HARDWARE & IOTlive

PanelVision

Automated visual quality inspection system for LG appliance control panels using computer vision to detect manufacturing defects by comparing production units against a reference template in real-time.

PythonOpenCVNumPy+5
ADT - AI-powered solution by 360Labs
GPS / EMBEDDED / HARDWARE & IOTprototype

ADT

Custom-built GPS-based asset detection and tracking device designed from scratch at the hardware level. Hand-soldered perfboard with embedded microcontrollers and GPS receiver for real-time tracking and geo-fencing.

GPS-6MV2DIP-18 MCUUART+3
SwitchOS - AI-powered solution by 360Labs
HOME AUTOMATION / HARDWARE & IOTprototype

SwitchOS

Custom Arduino-based home automation system replacing traditional wall switches with relay-controlled smart switching. Controls household appliances with real-time LCD status display, wired into mains alongside existing switchboards.

Arduino UnoATmega328P4-Ch Relay+3
TerraSync - AI-powered solution by 360Labs
SMART IRRIGATION / HARDWARE & IOTprototype

TerraSync

Sensor-driven automated irrigation system monitoring real-time soil moisture levels and triggering a water pump when soil dries below a configurable threshold. Battery-powered, fully self-contained for homes, balconies, and small-scale farms.

Arduino UnoATmega328PSoil Moisture Sensor+3

28 projects