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Case Studies

Real deployments.
Measured outcomes.

We don't publish pilot studies or projected ROI. Every number below comes from a production deployment, measured over at least six months.

Retail

StyleArc Retail

India (42 stores)

01

The Challenge

StyleArc, a pan-India fashion retail chain with 42 stores across 12 cities, was haemorrhaging ₹4.2 crore annually in inventory shrinkage — roughly 2.3% of revenue. Manual CCTV review was reactive, time-consuming, and missing the subtle concealment behaviors causing most losses. The LP team was overwhelmed.

The Solution

Monutus deployed across all 42 stores in 11 days, connecting to existing Hikvision NVRs without a single hardware change. Loss prevention AI models trained on StyleArc's specific store layouts within 72 hours. The system monitors fitting rooms, high-value aisles, and exits in real time, flagging concealment behavior within 1.4 seconds.

Results

41%
Reduction in inventory shrinkage
11 days
Full 42-store deployment
₹1.7Cr
Saved in first 6 months
3.2h/day
LP team hours reclaimed

"We recovered ₹18 lakh in month one. By month six we'd crossed ₹1.7 crore. The ROI is beyond what I expected."

— Priya Sharma, VP Operations
Manufacturing

Precision Parts Ltd.

Pune, India

02

The Challenge

A Tier-1 automotive components manufacturer with 800 workers across three shifts experienced 12 near-miss safety incidents in Q3, including two that required medical attention. Manual safety audits were catching PPE violations after the fact. Leadership faced a compliance deadline from a major OEM customer requiring zero recordable incidents or risk losing the contract.

The Solution

Monutus Safety Suite deployed across 68 cameras on the production floor. Computer vision models detect missing helmets, vests, gloves, safety shoes, and eye protection on every worker in every frame — firing a Slack alert with the worker's zone and a video clip within 0.7 seconds. A daily compliance scorecard goes to every shift supervisor before their shift begins.

Results

0
Recordable incidents in 18 months post-deployment
99.4%
PPE compliance rate (up from 71%)
0.7s
Violation-to-alert latency
OEM contract retained
₹28Cr annual order secured

"We had 12 near-miss incidents in Q3. The following quarter: zero. Monutus caught every PPE violation before it became an accident."

— Rajesh Menon, Head of EHS
Smart Cities / Parking

Gulf ParkOp

Dubai, UAE

03

The Challenge

Gulf ParkOp manages 14,000 parking bays across three major Dubai facilities. Their legacy LPR system required expensive per-camera hardware upgrades, had 78% accuracy in sandy/dusty conditions, and couldn't provide occupancy heatmaps or predictive availability estimates. Peak-hour congestion was driving complaints from airport operators.

The Solution

Monutus Vehicle Intelligence module deployed via software upgrade to existing camera infrastructure — no new hardware across any of the 14,000 bays. The AI model handles sandstorm-reduced visibility, wet road reflections, and high sun-angle glare through multi-condition training. Real-time occupancy maps integrate with the facility's digital signage system.

Results

99.3%
LPR accuracy (up from 78%)
90%
Faster vehicle identification
Zero
Hardware replacements required
40%
Reduction in peak congestion complaints

"The accuracy in sandstorm conditions was the deal-breaker. No other platform came close to what Monutus delivers in our environment."

— Faisal Al-Rashidi, Head of Technology
Healthcare

Meridian Hospitals

Bengaluru, India (3 campuses)

04

The Challenge

A 1,200-bed multi-specialty hospital group was battling a persistent hand-hygiene compliance problem — a leading cause of hospital-acquired infections (HAIs). Spot audits showed 62% compliance. Independent studies suggest actual compliance without observer effect is far lower. Traditional IoT dispensers couldn't monitor technique, only dispense count.

The Solution

Monutus Healthcare module deployed at every hand-hygiene station, ICU entry, procedure room, and nurse station. Computer vision verifies actual handwashing technique (not just dispenser contact), monitors donning/doffing of gloves near patient beds, and flags compliance gaps in real time. Fully on-premise deployment — video never leaves the hospital network.

Results

89%
Hand-hygiene compliance (up from 62%)
31%
Reduction in HAI incidence (12-month period)
On-premise
Zero patient data leaves the network
NABH ready
Compliance documentation automated

"For a hospital, data residency is non-negotiable. Monutus was the only platform that ran entirely on our infrastructure without compromise."

— Dr. Kavya Nair, CIO

Want results like these?

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