Resources & Insights
Reports, case studies, and practical guides — free from ImageDeep to help you build a smarter security strategy.
2026 Video Surveillance Trends Report
How AI, cloud platforms, and human verification are redefining security strategy for enterprises in 2026. Covers retail, construction, logistics, energy, and corporate sectors. Essential reading for every security leader, operations director, and facilities manager.
- The rise of hybrid AI + human monitoring models
- Why zero-false-alarm SLAs are becoming standard
- Cloud vs on-premise: TCO analysis for 2026
- Sector-by-sector threat landscape overview
- Regulatory compliance trends across APAC
How AI + Human Verification Eliminated False Alarms Across 47 Retail Sites
A deep-dive into how ImageDeep's hybrid model brought false alarms to zero — saving $180,000 per year in wasted guard dispatches.
Read Case Study
How to Eliminate False Alarms in Commercial CCTV Systems
Why 94% of CCTV alerts are false positives — and the three-layer AI + human model that eliminates them entirely.
Read Article
AI vs Traditional CCTV for Construction Sites: A Cost Comparison
Legacy guard + passive CCTV costs £100k–£150k/year. Here's the full breakdown of what AI monitoring changes.
Read Article
What Is Hybrid AI + Human Video Monitoring?
The model that delivers verified threats in under 5 seconds with zero false alarms — and why neither AI alone nor guards alone can match it.
Read Article
ONVIF Camera Compatibility: What Facility Managers Need to Know
The single most important factor in whether you can add AI monitoring without replacing your cameras — and how to check it in 5 minutes.
Read Article
How to Meet ISO 27001 Requirements for Physical Security
Annex A.7 is the most overlooked part of most ISO 27001 implementations. Here's what auditors look for and how AI surveillance helps you pass.
Read Article
Remote Substation Security: Replacing Guards with AI
How Meridian Energy replaced £420K of guard contracts with AI-monitored surveillance across 11 remote energy sites.
Read Article
Gun Detection AI: What It Can and Can't Do in 2026
An honest look at AI weapon detection accuracy, latency, legal considerations, and how human verification closes the gap.
Read Article
Hybrid AI+Human vs Traditional Guard-Only Security
Cost, false-alarm rates, response time, and coverage compared side-by-side. Why the guard-only math no longer works for most sites.
Read Article
Hybrid AI+Human vs Pure AI-Only Monitoring
AI-only monitoring is cheaper — but produces 8–15% false alarms. Here's why hybrid verification delivers better total cost of ownership.
Read ArticleWhy Pure AI Video Analytics Still Creates False Alarms
AI that flags everything isn't security — it's noise. Here's why pure AI can't solve false alarms on its own and how hybrid verification closes the gap.
Read ArticleHow Construction Sites Cut Security Costs 40–70% with AI + Human Monitoring
Manned guarding is expensive and still leaves gaps. The hybrid model contractors are switching to — 48-hour deployment on existing cameras.
Read ArticleZero False Alerts in Practice: What the Data Shows
From hundreds of alerts a day to a handful of verified incidents a week. The measured, published difference hybrid AI + human verification makes.
Read ArticleClearNight + Human Verification: Night Security That Actually Works
Grainy night footage causes both missed threats and false alarms. Full-colour ClearNight plus human confirmation changes that after dark.
Read ArticleFree Resources
Guides, calculators, and checklists to help you build a stronger security strategy.
The Buyer's Guide to AI Video Surveillance (2025)
How a Retail Group Reduced Shrinkage by 34% in 90 Days
GDPR & AI Surveillance: A Compliance Checklist
*Estimates based on published pricing tiers and typical 25–60% savings across deployments. Final quote depends on site configuration.
Talk to an expertLatest Articles
Industry NewsWeapon Detection in 2025: How AI Is Changing Stadium Security
How AI-powered weapon detection is being deployed at live events, arenas, and transport hubs — and what it means for security teams.
Read Article
White PaperThe Hidden Cost of False Alarms: Why Zero-False-Alert SLAs Are the New Standard
False alarm fines, wasted guard dispatches, and operator fatigue — quantifying the true cost of legacy CCTV alert systems.
Read Article
Compliance GuideGDPR & AI Surveillance in 2025: What Every Security Manager Needs to Know
A practical breakdown of lawful basis, data retention, and processing transparency for AI video surveillance in the EU and UK.
Read ArticleSee ImageDeep in Action
Book a personalised 30-minute demo tailored to your site, sector, and camera setup — zero commitment.