Monutus Blog

Intelligence on intelligent monitoring

Practical guides, original research, and honest analysis from the team building the future of AI video monitoring. No filler.

Strategy · Featured

The Hidden Cost of Blind Spots: Why Traditional CCTV Fails Modern Business

Your cameras are recording. Your hard drives are full. But you're not watching. We quantify the gap between having surveillance and having intelligence — and it's larger than most operations leaders realize.

AK
Ananya Krishnamurthy
June 12, 2025
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Operations · Featured

From Reactive to Proactive: The Maturity Model of Video Surveillance

Most organizations treat video surveillance as a post-incident forensics tool. The most sophisticated operators treat it as a real-time operational nerve system. Here's the five-stage maturity model and how to progress through it.

VS
Vikram Sethi
May 28, 2025
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Business Case

ROI of AI Video Monitoring: How to Build the Business Case Your CFO Will Approve

The CFO doesn't care about detection accuracy. They care about cost reduction, risk mitigation, and revenue impact. We break down the four-line ROI model that has closed every enterprise deal we've won.

RA
May 15, 2025
14 min read
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Technical

Computer Vision 101: How Monutus Sees What Human Eyes Miss

Object detection, pose estimation, behavior recognition, anomaly detection — explained without the PhD-level jargon. A practical guide for operations leaders evaluating AI video systems.

SA
April 30, 2025
12 min read
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Compliance

GDPR, Privacy Laws, and AI Video Monitoring: A Complete Compliance Guide

AI video monitoring and privacy law aren't adversarial — but only if you deploy thoughtfully. This guide covers face blurring, data minimization, DPA requirements, and how Monutus handles every compliance question we've ever received from legal teams.

AJ
April 12, 2025
16 min read
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Manufacturing

PPE Compliance: AI Monitoring vs. Manual Audits — The Definitive Comparison

Manual PPE audits catch compliance state at audit time. AI monitoring catches violations when they happen. We compare cost, accuracy, coverage, and deterrence effect — with data from 50 manufacturing sites.

AK
March 28, 2025
10 min read
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Retail

The Retailer's Guide to Footfall Analytics: Beyond Counting to Conversion

Footfall counters have been around for 20 years. What AI unlocks is the why behind the where — dwell time, conversion correlation, and layout optimization that actually moves the revenue needle.

VS
March 14, 2025
9 min read
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Technical

On-Premise vs. Cloud AI Video Processing: A Decision Framework

The choice isn't just technical — it's strategic. Latency, data sovereignty, cost at scale, and edge computing maturity all factor in. We lay out the decision tree we use with every new enterprise customer.

SA
February 28, 2025
13 min read
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