Every AI surveillance company fits one of six shapes. Pick the shape before the vendor.
Search “AI surveillance company” and you get a ranked list of vendors. The list is misleading. Those vendors are not alternatives to each other; they are different product shapes solving different problems. A 16-camera property that already works gets quotes spanning two orders of magnitude because each shape assumes a different starting point. This page is the taxonomy the SERP does not give you, and the test that tells you which shape a property actually needs.
See the adapter shape on a live DVRWhy the SERP for this keyword is misleading
The top results for “AI surveillance company” are a mix of vendor sites pitching themselves as THE answer, and affiliate-style listicles ranking ten vendors side by side. Both formats treat the category as flat. It is not flat. The companies on those lists differ on the most basic architectural question: where does the AI actually look at pixels.
That one question decides everything downstream. It decides whether you can use the cameras you already have. It decides whether video leaves the property. It decides whether the quote is $450 or $45,000. It decides whether installation takes 2 minutes or 2 months. Every other feature, every dashboard screenshot, every testimonial on every AI surveillance company's homepage is downstream of capture point.
So a buyer who calls six AI surveillance companies and asks “what do you detect?” will get the same answer from all six. It is the wrong question. The right first question is “where do you get your pixels from?” The six shapes are what you get when you answer that question honestly.
The six shapes, mapped
Every AI surveillance company on the market sits in one of these six buckets. A handful straddle two, but almost nobody covers three. Pick the shape that matches the property first, then the vendor.
Shape 1. Rip-and-replace smart cameras
Verkada, Rhombus, Coram AI, Lumana, Spot AI, Turing AI, Eagle Eye Networks. You throw out the cameras and the recorder, install their cameras and their cloud, and pay per camera per month. Best fit: new construction, enterprise sites with IT budget, properties where every camera is already scheduled for replacement.
Shape 2. Cloud-AI overlay
Scylla, Cloudastructure. Keep your IP cameras; send the streams to a cloud inference service. Only works if every camera exposes RTSP or ONVIF with valid credentials, and the property has the upload bandwidth.
Shape 3. Remote guarding plus AI
Deep Sentinel, Silver Star, Stealth Monitoring. AI filters candidate events; live humans in a monitoring center verify and talk down intruders via speaker. Highest effective deterrence, highest recurring cost.
Shape 4. Retail-specific AI
Veesion. Pose and gesture classification tuned for shoplifting inside stores. Cross-checks against the POS. Does not transfer to apartments, jobsites, or lots because there is no shopper and no register.
Shape 5. Enterprise guard replacement
Hakimo, Prosegur Arrow. Designed to replace on-site security guards at large enterprise campuses. Buyer is a security director with a physical-security budget, not a property manager.
Shape 6. Edge-AI adapter on the existing DVR
Cyrano. A physical box plugs into the DVR's HDMI multiview output and runs inference on the same composite video that drives the guard monitor. No camera replacement, no RTSP, no cloud. Ships at $450 one-time and $200 a month for the whole property.
The capture point decides the shape
Every AI surveillance company has to answer the question “where do the pixels come from.” The answers split neatly into six capture points. Five of them presuppose either new cameras, a working RTSP path, or a live cloud upload. The sixth assumes the property has a DVR with an HDMI output.
Orbit reads clockwise from most invasive (requires you to replace the cameras) to least invasive (plugs into the HDMI port the guard monitor already uses). The inner vendor you pick is downstream of which orbit your property can realistically feed.
The anchor: one HDMI cable, 25 tiles, whole property
Cyrano's shape is unusual enough that it deserves a specific description rather than a marketing gesture. The capture point is the HDMI output on the back of the DVR or NVR, the same output that has been driving the guard monitor since the system was installed. One cable in, inference runs on a composite frame containing up to 25 camera tiles, and an alert exits as a WhatsApp message with a thumbnail, a zone label, a dwell count, and a latency number. The install is shorter than a cable pull.
The anchor numbers
These are operating constants of the adapter shape, not marketing claims. Numbers verifiable from running deployments and the public spec page at cyrano.systems.
Price per camera per month, by shape
The cleanest lens on shape difference is unit cost. This is what the market looks like for a 16-camera property in April 2026, normalised to a per-camera monthly figure so the numbers are comparable. Public vendor pricing and reported multifamily deployment costs.
Shape 1
$0
Rip-and-replace smart cameras, amortised over 3 years including hardware, licence, and install.
Shape 2
$0
Cloud-AI overlay on existing IP cameras, per camera per month including cloud compute.
Shape 3
$0
Remote guarding plus AI, per camera per month for commercial sites with live talkdown.
Shape 6
$0
Edge-AI adapter, Cyrano. $200 a month divided across 16 cameras. Hardware pays back in month 6.
Shape 4
$0
Retail-specific AI, per camera per month. Narrow to shoplifting use cases.
Shape 5
$0
Enterprise guard-replacement AI at large campus sites. Sold to security directors, not property managers.
Named vendors sorted by shape
Not an endorsement and not a ranking. A map. The vendors on this marquee are the companies that most often appear when buyers search for an AI surveillance company. Sorted by capture point, the list makes more sense than it does on any top-10 page.
How to pick a shape in five steps
This is the decision tree the top SERP results skip. Walk through it before you book a single sales call.
The selector: from property to shape in five questions
1. What is on the wall today
Inventory: count the cameras, note the DVR or NVR brand, note whether the cameras are analog, IP, or a mix. If the DVR has an HDMI port driving a monitor, shape 6 is on the table. If there is no DVR and every camera is modern IP, shape 2 is on the table.
2. What is the budget envelope
Whole-property per-month budget under $500 rules out shapes 1, 3, and 5 on a property with more than 8 cameras. Budget between $500 and $2,000 a month keeps shapes 2, 3, and 6 in play. Budget above $3,000 a month or a capital allocation above $25,000 opens shapes 1 and 5.
3. What happens to existing cameras
If the property is willing to replace every camera, shape 1 or 5. If only some, shape 2 (RTSP path permitting). If none, shape 6. If the cameras are already fine and the point is to add AI on top, this is shape 6 by definition.
4. Does video leave the property
If tenant privacy or bandwidth constraints forbid full-frame cloud upload, shapes 2 and 3 are harder to deploy without extra infrastructure. Shape 6 is edge-only; only event thumbnails and metadata exit the building.
5. Do you want live human response included
Yes points to shape 3 or 5. No, on-property staff handle response, points to shape 1, 2, 4, or 6 depending on the answers above. Most multifamily operators already have on-property staff and do not need to rent remote humans.
“On a Class C multifamily property in Fort Worth, the edge-AI adapter caught 20 incidents in the first 30 days, including a break-in attempt, using the cameras that were already on the wall. The previous year, the DVR had been recording silently for months with no one reviewing the footage.”
Fort Worth, TX deployment
Shape 1 vs shape 6, on the specs a property manager actually reads
The two shapes most often compared during a multifamily buying cycle are shape 1 (enterprise camera replacement, typically Verkada) and shape 6 (Cyrano). Side by side, on the questions that decide the purchase order.
Shape 6 (Cyrano) vs shape 1 (enterprise camera replacement)
Same category on Google. Two different products with two different buyers.
| Feature | Shape 1. Rip-and-replace smart cameras | Shape 6. Edge-AI adapter (Cyrano) |
|---|---|---|
| Capture point | First-party IP cameras | DVR HDMI multiview |
| Existing cameras reused | None. All replaced. | All of them, any brand |
| DVR reused | Replaced with cloud recorder | Yes, whatever is on the wall |
| Install time per property | 1 to 4 days per property | Under 2 minutes |
| Contractor required | Yes, licensed low-voltage | No |
| Video leaves the building | Yes. Cloud by design. | No. Only thumbnails + metadata. |
| Per-camera monthly cost | $60 to $120 | ~$13 at 16 cameras |
| Upfront capital | $15,000 to $40,000 per site | $450 |
| Time to first detection | 4 to 12 weeks | Same afternoon |
| License plate OCR at 4K | Included (on their cameras) | Not included |
The adapter shape, on a DVR you already have.
15-minute live demo. Bring a photo of your DVR's back panel; we walk through the HDMI tap, show per-tile inference on your layout, and put a real alert on WhatsApp before the call ends.
Book a demo →When the adapter shape is the wrong answer
The honest version of any buyer's guide is the part where it tells you when the product does not fit. Shape 6 is the wrong shape if the property needs 4K license-plate OCR on every camera, if the property has no DVR and no HDMI output to tap, if a security director wants a single cloud pane of glass across a 50-site corporate portfolio, or if the use case is retail shoplifting inside a store where pose classification against the POS is the right model.
For every other multifamily, construction, and small commercial property we have talked to, the adapter shape is the right shape. Not because it is the best shape on every axis, but because it is the only shape that does not require either a capital replacement project or a cloud migration to get AI onto cameras that already work.
Frequently asked questions
What actually makes an AI surveillance company different from a regular security vendor?
An AI surveillance company runs automated inference on video feeds in real time, rather than recording for later review. The automation has to decide what a camera is seeing (a person, a vehicle, a package, a zone entry), score whether it matters (time of day, zone rules, dwell), and deliver a useful alert to an operator inside seconds, not minutes. The 'AI' label is generous in the market right now. A lot of vendors badge themselves as AI surveillance companies when the underlying product is motion detection with a dashboard. The practical test is latency: if the time from 'actor enters a restricted zone' to 'a human receives an actionable alert' is measured in seconds, it is a real AI surveillance company. If it is measured in minutes or requires someone watching a monitor, it is an old product with new packaging.
Why do quotes from different AI surveillance companies vary by 100x for the same property?
Because they are solving different problems even when the marketing copy looks identical. A 16-camera Class C multifamily property can get a quote of $450 one-time plus $200 a month from an edge-AI adapter vendor, a quote of $35,000 one-time plus a cloud subscription from a rip-and-replace smart camera company, and a quote of $4,000 a month from a remote-guarding AI company. All three label themselves AI surveillance companies. They are pricing completely different shapes of deployment. The adapter shape taps the DVR you already own. The rip-and-replace shape assumes you will throw out every camera. The guarding shape includes live humans. Buyers who do not understand the shape before they shop spend weeks comparing apples to helicopters.
Which AI surveillance companies require camera replacement and which do not?
Rip-and-replace shapes (Verkada, Rhombus, Lumana, Coram AI, Spot AI, Turing AI, Eagle Eye Networks) require replacing cameras with their first-party IP cameras or a certified subset. Cloud-AI overlay shapes (Scylla, Cloudastructure) work with some existing IP cameras as long as they expose RTSP or ONVIF with usable credentials. Remote-guarding shapes (Deep Sentinel, Silver Star, Stealth Monitoring) typically bring their own cameras or use IP cameras. Retail-specific shapes (Veesion) work with existing IP cameras in stores. Edge-AI adapter shapes (Cyrano) require none of the above: they read the DVR's HDMI multiview output and work on analog and IP cameras regardless of brand, firmware, or credentials. If a property has working analog cameras with a 2015-era DVR, the adapter shape is the only one that does not require a truck roll.
What does 'edge AI' actually mean in the context of an AI surveillance company?
Edge means the inference runs on a device physically at the property, not in a cloud region. For a surveillance context, that implies three things. One, the video does not leave the building, which satisfies tenant privacy and keeps bandwidth low. Two, the alert latency is bounded by the property's LAN and the notification channel, not by upload to a data center. Three, the cost model is a box plus a small recurring fee, not a per-camera cloud subscription that scales with feed count. Cyrano is edge-AI in this specific sense: the physical unit sits next to the DVR, ingests the HDMI multiview at 25 tiles, runs person detection and zone rules locally, and only pushes event thumbnails and metadata off the property. Nothing full-frame ever leaves.
How do you decide between an AI surveillance company and a remote monitoring company with a guard?
The question is whether the value is AI acting on every camera every second, or a human acting on a filtered alert. Remote guarding companies (Deep Sentinel, Silver Star) offer live humans who can talk down an intruder through a speaker, but they cost between $1,500 and $4,000 a month per site because you are paying for attention-time. Pure AI surveillance companies sell automation: the AI does the watching and pages a human at the property only when the rule fires. For most Class B and C multifamily, the math works out in favor of AI surveillance with an on-property on-call, not a remote guarding subscription. The exception is high-value construction jobsites and remote facilities where a live voice matters more than the per-month cost.
What is the single most important technical question to ask any AI surveillance company before signing?
Ask: 'What is the capture point?' That is, where physically does the inference process get its pixels from. The answers sort every vendor on the market. If the answer is 'your IP cameras via RTSP,' you are committing to cameras that expose RTSP with valid credentials. If the answer is 'our cameras,' you are committing to a camera replacement. If the answer is 'a cloud ingest per stream,' you are committing to uploading every camera's feed 24/7. If the answer is 'the DVR's HDMI multiview output,' you can keep whatever cameras and DVR you already have. This question alone decides whether you are buying a product or a project. The rest of the feature list is downstream of this one architectural choice.
Can Cyrano actually replace an enterprise AI surveillance company at a 200-unit property?
For the detections a 200-unit Class B or C multifamily operator actually has to act on (trespassing, package theft, tailgating, loitering, parking-lot activity, zone entries outside hours), yes. Cyrano catches the same categories as Verkada, Coram, and Lumana using person detection plus zone and dwell rules, on the cameras already installed. What Cyrano does not offer is license plate OCR at 4K per camera, biometric ID, or integration with the enterprise access-control stack. If the property needs those, an enterprise AI surveillance company is the right shape. If the property needs fast incident detection on existing cameras at a fraction of the cost, the adapter shape is the right shape. That is the whole selector.
How does Cyrano's $450 plus $200 per month compare to what the other AI surveillance companies charge?
Approximate list prices from public vendor sites and publicly reported multifamily deployments: Verkada cameras run around $1,200 to $2,500 per camera with a $300 to $600 per camera per year license, which for 16 cameras is $24,000 one-time plus $6,000 a year. Coram AI and Lumana sit in the same band. Cloud-AI overlays like Cloudastructure and Scylla typically charge $20 to $80 per camera per month. Deep Sentinel starts around $500 per month for a small residential kit and scales to $2,000 to $4,000 per month for commercial with live guarding. Cyrano is $450 one-time plus $200 per month for the whole property, regardless of whether there are 8 cameras or 25. The math only makes sense because the capture point is a single HDMI port, not 25 separate cameras.
Worth saying plainly
There is no such thing as “the best AI surveillance company.” There are six shapes of AI surveillance company, each solving a different starting condition. Pick the shape that matches the property on the wall, then pick the vendor inside that shape on price, latency, and support. The SERP wants to skip the first step; the first step is the whole game.
Cyrano is the shape-6 vendor: an edge-AI box that plugs into the DVR's HDMI multiview, runs inference on 25 tiles per unit, and sends alerts to WhatsApp. $450 one-time, $200 a month, whole property. If that shape matches, the rest of the conversation is short.
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