Video Surveillance Guides AI Video Analytics, CCTV Buying, and Deployment
Written for the person who has to choose a system, justify it, and then live with it. Vendor pricing is cited to its source, comparisons concede where the other option wins, and no page invents a statistic.
AI Video Analytics
What the technology does, what it costs, and how well it actually works.
How AI Video Analytics Works
Object detection, classification, and vision-language search explained.
Types of Video Analytics
Four generations, and which one a quote actually includes.
What Can AI Video Analytics Detect?
The full detection list, and the limits of each.
How Accurate Is AI Video Analytics?
Why a 99% accuracy claim on surveillance video means nothing.
AI Video Analytics Cost
Per-camera pricing models and what drives the total.
Video Analytics Edge Computing
Real edge device prices, streams per box, and build cost.
AI Video Analytics ROI
A worked payback model a CFO will accept.
AI Video Analytics Implementation
A six-phase rollout plan and the failure modes that kill deployments.
Video Analytics vs CCTV
What changes when cameras stop being passive recorders.
Add AI to Existing Security Cameras
What your current fleet can and cannot support.
Best Video Analytics Software
An honest roundup of the platforms worth shortlisting.
Best People Counting Software
Seven counting systems compared: dedicated sensors vs software on your cameras.
AI Video Analytics Companies
The vendor landscape, including NDAA 889 considerations.
Threat Detection
Weapons, guns, and the difference between screening and video detection.
Evolv Weapons Detection vs AI Video Weapon Detection
Concealed screening or camera-based detection, and what the FTC found.
Evolv Express Review
Reviewed: the FTC order, the K-12 cancellation right, and real deployment cost from a signed RFP.
AI Gun Detection
How firearm detection models work and where they fail.
How Does AI Gun Detection Work?
The four-stage pipeline, the concealed-weapon limit, and what accuracy vendors publish.
Best Gun Detection Software
Six AI weapon detection systems compared on price, SAFETY Act status, and limits.
Actuate Weapons Detection System
Reviewed: what the 99% accuracy claim measures, and what it costs.
Motorola Concealed Weapons Detection (CWD)
Who actually builds CWD, what it omits, and the FTC order that applies.
ZeroEyes Weapons Detection System
Reviewed: why it publishes no accuracy figure, and what the ZOC verification costs.
Scylla Weapons Detection System
Reviewed: what the 96% accuracy and 15-meter range conditions mean, and the air-gapped option.
Omnilert Gun Detection System
Reviewed: why it publishes no accuracy figure, and what Five Diamond and SAFETY Act actually certify.
Omnilert vs ZeroEyes
The two SAFETY Act vendors compared on verification model, response tooling, and cost.
Gunshot Detection vs Gun Detection
Acoustic sensors or AI cameras, with real municipal contract costs.
Can AI Detect Concealed Weapons?
What cameras see, what screening does, and the limit every vendor shares.
AI Gun Detection for Schools
What K-12 camera-based weapon detection catches, costs, and misses.
Security Technology for Movie Theaters
Every layer a cinema can buy, ranked by return, and why theaters never adopted screening.
How to Reduce False Alarms on Security Cameras
The tuning work that decides whether alerts get read.
License Plate Recognition Cameras
What LPR needs to actually read a plate.
Best License Plate Recognition Software
Seven ALPR platforms compared on per-camera price, cameras, and accuracy.
Real-Time Crime Center Software
Fusus, FlockOS, Peregrine and Genetec compared, and how camera video feeds in.
Buying and Cost
What a commercial system costs in the US, and where the money really goes.
How to Choose a Video Surveillance System
The pillar guide: requirements, shortlisting, and pilots.
Video Surveillance Pricing Models
Per camera, per server, perpetual and subscription compared.
Commercial Security Camera System Cost
Hardware, install, and the second-year bill.
Cloud Video Surveillance Pricing
How per-camera cloud plans are structured.
Cloud vs On-Premise Video Surveillance
Which sites genuinely should keep processing local.
Remote Video Monitoring Cost
What remote guarding services charge per camera.
People Counting Sensors Cost
Sensor prices by technology, and what footfall software adds.
Accurate Visitor Counting System
People counting accuracy by technology, and why 98 percent at the door is not 98 percent occupancy.
Real-Time Crime Center Cost
Why staffing, not software, drives an RTCC budget.
Video Monitoring Service vs Software
Pay people to watch cameras, or let AI do it: how to choose.
Security Guards vs Cameras Cost
An honest comparison of guard hours against software.
How Many Security Cameras Does a Business Need?
Sizing by area, entrances, and risk.
How Many Security Cameras Does a Restaurant Need?
Room by room, and why software beats camera count.
AI CCTV Software for Small Business
What a small operator should and should not pay for.
Best Video Management Software
VMS platforms compared on what matters.
Best Video Surveillance Software
Seven VMS platforms compared with honest pricing and who each is for.
Best Cloud Video Surveillance Software
Seven cloud VSaaS platforms compared on price, camera lock-in, and AI.
Best AI Security Camera Software
Seven AI video platforms compared on how the AI works, camera lock-in, and price.
Vendor Pricing
Published and reseller-reported pricing for the major US platforms. Re-verified regularly.
Verkada Pricing
Camera cost plus per-camera license, explained.
Avigilon Pricing
Unity and Alta pricing structures.
Genetec Pricing
Security Center licensing, tier by tier.
Bosch BVMS Pricing
Real SKU prices, the per-license SMA, and the Iqsight rebrand.
Bosch Security Sold to Triton
Who owns Bosch security now, KEENFINITY, and the IQSIGHT rebrand.
Rhombus Pricing
Console licenses and camera tiers.
Axis Camera Pricing
What Axis hardware costs, by series.
Gun Detection System Cost
Real per-camera prices from signed public contracts.
Evolv Pricing
Evolv Express costs from a public school district RFP.
Actuate AI Pricing
Tiers, per-camera model, and what it really costs.
ZeroEyes Pricing
AI gun detection cost per camera from signed public contracts.
Omnilert Pricing
The $1,500 appliance, per-stream licensing, and what monitoring adds.
Eagle Eye Networks Pricing
Cloud VMS cost per camera by resolution and retention.
Spot AI Pricing
Bundled AI camera system cost, and what drives it.
Flock Safety Pricing
Falcon LPR cost per camera per year from a public price list.
Solink Pricing
Per-location cost for cloud video paired with POS data.
Milestone XProtect Pricing
Base plus per-camera device license cost by edition, from the price list.
Nx Witness Pricing
Perpetual Pro vs Enterprise subscription, and the OEM license trap.
OpenEye Pricing
How OWS is priced per recording channel, and what moves a quote.
Hanwha Camera Pricing
Wisenet cost per camera by series, plus the one-time WAVE license.
Coram AI Pricing
Per-feed licensing on 3 to 10 year terms, explained.
Ambient.ai Pricing
Enterprise per-deployment model, who it fits, and a lighter alternative.
Scylla AI Pricing
How the weapon detection platform is priced, and when a published rate wins.
Platform Comparisons
Head-to-head comparisons of the platforms buyers actually shortlist together.
Verkada vs Avigilon
Cloud-native against enterprise on-premise.
Verkada vs Genetec
Simplicity against configurability.
Verkada vs Milestone
Closed hardware against open VMS.
Verkada vs Meraki
Two cloud-managed camera ecosystems.
Verkada vs Rhombus
The two best-known cloud camera vendors.
Spot AI vs Verkada
Agentic AI against a full security suite.
Avigilon vs Genetec
Two enterprise VMS platforms compared.
Avigilon vs Axis
Integrated stack against open hardware.
Avigilon vs Hikvision
Including NDAA 889 procurement constraints.
Avigilon vs Hanwha
Camera quality against platform depth.
Genetec vs Milestone
The two enterprise open-VMS incumbents.
Genetec vs Flock Safety
General VMS against LPR-first policing tools.
Genetec vs Hikvision
Platform against low-cost hardware.
Hanwha vs Hikvision
NDAA-compliant against restricted hardware.
Hanwha vs Axis
Two NDAA-compliant camera makers.
Hanwha vs Dahua
Procurement risk and image quality.
Dahua vs Hikvision
The two restricted Chinese manufacturers.
Eagle Eye vs Verkada
Open cloud VMS against closed hardware.
Solink vs Verkada
POS-integrated video against camera-first cloud.
Coram vs Verkada
AI-first newcomer against the incumbent.
OpenEye vs Verkada
Hybrid cloud against full cloud.
Cameras and Hardware
The physical layer: resolution, lenses, storage, bandwidth, and placement.
Security Camera Types
Dome, bullet, turret, PTZ, and when each fits.
Security Camera Resolution
Pixels on target, not megapixels on a box.
Security Camera Lens and Focal Length
Choosing the lens for the distance you need.
Commercial Security Camera Placement
Where cameras earn their cost.
WDR Security Cameras
Why backlit doorways defeat ordinary cameras.
PoE Security Cameras
Power over Ethernet, budgets, and switch sizing.
Cellular Security Cameras for Business
Sites with no wired network.
NVR vs DVR
The difference, and why it still matters.
VMS vs NVR
A recorder and a management system are different purchases.
Perimeter Intrusion Detection Systems
Four technologies, and how each one fails.
How to Prevent Construction Site Theft
Seven controls, ordered by payback.
Do Security Cameras Deter Crime?
What the research actually shows, and where it does not.
Retail Theft Statistics
Sourced US shrink and shoplifting numbers, with citations.
Self-Checkout Theft Statistics
Verified ECR loss data, and the viral numbers that do not hold up.
Cargo Theft Statistics
Verisk CargoNet data: $725M in 2025 losses, average theft value, and myths flagged.
Catalytic Converter Theft Statistics
NICB claim counts from the 2022 peak to the decline since, sourced.
False Alarm Statistics
The 94 to 98 percent false rate, costs, and city fine schedules.
Employee Theft Statistics
Sourced ACFE and NRF figures on internal theft, myths flagged.
Security Camera Statistics
Every CCTV, shrink and false-alarm figure sourced and dated.
Are Security Cameras Tax Deductible?
Section 179, bonus depreciation and the 2026 limits.
School Security Statistics
93 percent of US public schools run cameras. Every figure sourced to SSOCS.
Commercial Burglary Statistics
FBI data on business break-ins: counts, night skew, and clearance.
How Long to Keep Security Camera Footage
No general US law, the 30-day default, and the regulated exceptions.
Do Security Cameras Lower Business Insurance?
Protective device credits, and what the ISO CP 04 11 form really says.
Video Monitoring for Small Business
What a small company needs, and what each option costs.
How to Reduce Grocery Store Shrink
The five sources, and a control for each.
What Is ONVIF?
The standard that keeps cameras interoperable.
H.264 vs H.265
Codec choice, storage, and bandwidth.
Security Camera Bandwidth
Sizing upload before you sign a cloud contract.
How Much Storage Do Security Cameras Need?
Retention, bitrate, and the arithmetic.
What Is a Video Management System?
What a VMS does, and what it does not.
Law, Privacy, and Evidence
What US businesses may record, how long to keep it, and how to share it safely.
Business Security Camera Laws
Where you may point a camera, and where you may not.
Cannabis Dispensary Camera Requirements
Resolution, retention, and coverage rules by state for licensed dispensaries.
AI Video Surveillance Privacy Laws
BIPA, CUBI, consent, and the detection versus recognition line.
How Long to Keep Security Camera Footage
Retention windows and what drives them.
How to Redact a Video
Blur bystanders before footage leaves the building.
Body Camera Footage Redaction
Public-records workflows for law enforcement.
Can a Landlord Install Security Cameras?
Tenant privacy and common areas.
Can an HOA Install Security Cameras?
Association authority and homeowner rights.
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