Two cameras can cost the same, record the same resolution and deliver wildly different value. One produces a clip someone reviews the next morning. The other produces an event an operator can act on in seconds. The difference is rarely the camera. It is the design, the network and the documentation around it.
The Market Signal: Analytics, Not Just Cameras
SDM Magazine’s 2026 Industry Forecast coverage reports that 95% of respondents rated the 2025 video surveillance market “good to excellent,” unchanged from the prior year. For the video analytics and AI category, 83% said the same — a four percentage point increase. Seventy-one percent expected revenue to rise in both categories.
Independent market sizing points the same direction, though the absolute figures vary widely by methodology. MarketsandMarkets projects AI in video surveillance at USD 4.04 billion in 2026, growing to USD 10.88 billion by 2032 at a 17.9% compound annual growth rate. Fortune Business Insights, published through GII, estimates USD 7.04 billion in 2026 and USD 26.90 billion by 2034 at 18.2%, with North America at 37.22% of the 2025 market.
Those two estimates are not reconcilable, and that is worth stating plainly. Vendor forecasts are directional evidence, not a budget justification. What they describe reliably is the shift: cameras are increasingly sold as a platform decision with a recurring service attached, not a one-time hardware purchase.
What “Proactive” Actually Means in Practice
Sean Foley, chief revenue officer at Interface Systems, told Security Sales & Integration that 2025 was “a turning point,” with the industry shifting “from purely reactive security to proactive deterrence.” He points to exterior, perimeter-first protection — parking lots, storefronts, drive-thrus, loading docks — on the logic that stopping a threat earlier produces fewer incidents and lower cost than responding inside the building.
Adoption reflects the shift. SDM reports that 72% of the integrators it surveyed now offer remote video monitoring, up nine percentage points year over year, and 65% of those who do not plan to within two years.
Foley also names what he considers overplayed: “analytics that operate in a vacuum—dashboards that provide interesting data but do not change outcomes or influence field operations.”
That is the right test for any proposal you review. Ask what action a specific detection triggers, who receives it, and how quickly they can respond. If the answer is a report nobody opens, the project is a recording upgrade, not a deterrence program.
The Unglamorous Constraints: Placement, Light and Network
Jim McMullen, president and chief operating officer of COPS Monitoring, described the design problem to SDM this way: “A camera may be acceptable for general viewing or recording, but that does not mean it is well-positioned for monitored video. Lighting, angle, field of view, motion patterns, environmental conditions and connectivity all affect whether the event is actionable.”
Translated into scope language, that means five things get decided before a single camera is mounted:
- Lighting. Infrared range is not uniform across models. A fixture schedule and a night walk-through settle more arguments than a specification sheet.
- Field of view and dwell time. A detection needs enough frames of a subject to classify it. Wide coverage that reduces every person to a few pixels produces nuisance events, not intelligence.
- Power budget. Power over Ethernet (PoE) delivers both data and electrical power over the network cable. Heaters, blowers, pan-tilt-zoom motors and illuminators draw far more than a fixed dome, and the switch has a finite total.
- Uplink and storage. Every added stream consumes switch capacity and backhaul. If the site sends video to a monitoring center or cloud platform, the wide-area link is now a security dependency.
- Environmental exposure. Vibration on a loading dock wall, sun on a west-facing entry and dust in a warehouse all change maintenance intervals.
None of these are AI problems. All of them decide whether AI works.
Five Questions to Ask Before You Approve an AI Camera Project
- What happens after a detection? Name the action, the recipient and the response window. If the workflow is undefined, the analytics are decorative.
- Who surveyed placement at night? Ask for the site walk documentation, not a floor plan with camera icons drawn on it.
- Does the network have headroom? Request the switch port count, PoE load calculation and uplink utilization before and after.
- Is the cabling scope defined? On new construction, camera and access control work usually falls under CSI MasterFormat Division 27 (communications) and Division 28 (electronic safety and security). Confirm in writing which trade owns conduit, pull strings, terminations and testing.
- What will the next technician inherit? Ask for as-builts, cable schedules, port labeling and test records as a deliverable, not a favor.
Documentation Is the Maintenance Plan
The most common failure mode in an otherwise well-designed system is not a broken camera. It is a three-year-old installation with no record of which port feeds which device, which credential belongs to a departed employee, or which firmware version the platform expects.
As-built drawings, labeled cabling, a current device inventory and documented test results are what make service calls short instead of exploratory. They also matter at handover — for a new property manager, a new IT provider or a new integrator.
Access control deserves the same discipline. Credential audits and a documented process for deactivating departed staff are operational controls, not paperwork, and they cost far less to maintain than to reconstruct after an incident.
Where to Start
If you are scoping a camera or access control project for 2026, the useful first step is not a product comparison. It is a placement and infrastructure assessment: what you need the system to detect, what the network can carry, and what documentation you will require at closeout.
Write those three answers down before you take a single vendor meeting. The proposals you receive afterward will be easier to compare, and the ones that skip the infrastructure questions will be obvious.
Editorial note: market figures cited above come from the named sources and reflect those organizations’ published estimates. Forecasts from different research firms use different methodologies and should not be averaged or treated as settled.
A note from J&J Security Solutions
This section is a sponsor placement and is separate from the editorial content above.
J&J Security Solutions is a licensed low-voltage contractor providing security and surveillance, access control, network infrastructure, low-voltage systems, audio/video, maintenance and consulting across the Colorado Front Range. The firm bids and performs CSI MasterFormat Division 27 and Division 28 work and responds to bid invitations through BuildingConnected, direct RFP/RFQ requests and plan rooms.
For a site assessment or consultation, contact [email protected]. For bid invitations or plan packages, use [email protected]. For service and maintenance, [email protected]. General inquiries: [email protected] or 719.243.6571.