The science

Four independent studies.
Why deterrence works.

We didn't build Orbit's features based on what sounded good. We built them around what the research says actually changes a thief's decision. Here's that research — in full, with sources.

83%
of convicted burglars actively checked for a security system before attempting entry. Finding one was enough to make most walk away.
60%
said a visible alarm or camera alone was enough to make them choose a completely different target before attempting anything.
50%+
said they'd abandon a break-in already in progress the moment they discovered an active alarm — even after deciding to go ahead.
Study 1 — University of North Carolina Charlotte · Kuhns et al. · 2013

422 incarcerated burglars surveyed across North Carolina, Kentucky, and Ohio. The most cited primary research on burglar decision-making in criminology. Findings: the vast majority of burglars actively checked for security systems before attempting entry. Finding one caused most to move to a different target. Even impulsive, unplanned burglars said they would stop mid-attempt upon discovering an active system. The study specifically highlighted the value of alarms, cameras, and visible surveillance in preventing burglaries — not documenting them.

Source: Kuhns, J.B. et al. "Understanding Decisions to Burglarize from the Offender's Perspective." UNC Charlotte. Funded by the Alarm Industry Research and Education Foundation.

Study 2 — Rutgers University School of Criminal Justice · Newark Police Data · 5-Year Study

Five years of police data across Newark, NJ. One of the most rigorous analyses of alarm system effectiveness ever published. Key finding: neighborhoods where security systems were densely installed experienced significantly fewer burglaries than surrounding areas. Critically, the deterrent effect extended beyond individual protected properties — one alarmed home reduced crime risk for the surrounding block. The study concluded that alarm systems make a dwelling less attractive to would-be intruders without displacing burglaries to nearby homes. This is the research foundation behind RippleWarn — every unit strengthens the whole network.

Source: Rutgers University School of Criminal Justice, in cooperation with the Newark Police Department.

Study 3 — Office of Justice Programs · Federal Alarm Effectiveness Study · Multnomah County, Oregon

A federal government study across Multnomah County, Oregon reviewing police reports, permit files, and personal interviews. Finding: alarmed residences and commercial properties experienced significantly lower rates of robbery and burglary than unprotected properties. Alarm systems were evaluated as effective crime deterrents. The study also identified false alarms as a significant drain on police resources — which is why Orbit requires radar, vision AI, and audio to all confirm simultaneously before anything fires. Every response is real.

Source: Office of Justice Programs, National Criminal Justice Reference Service. Multnomah County, Oregon.

Study 4 — Security Industry Association · Audio Deterrence Research

Documented across commercial and retail security deployments: directed audio messages take deterrence to a categorically different level than alarms or lights alone. While criminals may expect and ignore a generic siren, hearing a calm voice that specifically acknowledges their presence and behaviour compels a different response. Security professionals note that verbal warnings cause suspects to leave before any physical confrontation or escalation is needed. A siren is noise anyone can habituate to. A voice that knows what you're doing is something different. That's the entire reasoning behind CalmVoice.

Source: Security Industry Association, "How Audio Surveillance Can Help to Counter Emerging Threats." securityindustry.org.

The research also consistently shows that layered combinations outperform any single measure in isolation. A generic alarm alone performs worse than a combination of surveillance, visible deterrence, and an active response system. Orbit requires all three layers — radar, vision AI, and audio — to confirm simultaneously, then responds with voice deterrence, mesh network activation, and evidence capture all at once. That layered architecture is exactly what the research says works.

All studies describe security deterrence broadly and are not studies of Aerix Orbit specifically. We will publish our own accuracy and deterrence performance data as it becomes available through testing and early deployment.

Inside the system

What actually happens
in those two seconds.

From the moment someone approaches your car to the moment they leave — every decision Orbit makes, in order.

Radar ping — every 100ms

mmWave radar pulses while the device sleeps. Zero camera, zero AI, minimal power. The moment it detects a human energy signature within range, the rest of the system wakes up.

Presence detected
Three-layer confirmation

Cameras activate. Vision AI classifies what the person is doing. Audio classification listens for handle rattles, glass taps, impact sounds. All three must agree before anything fires. A pedestrian walking past fails this check. Someone loitering and testing your door doesn't.

Threat classified
Simultaneous response
CalmVoice fires

A directed voice specific to the behaviour detected addresses the person near your car. Not a siren. Not a generic warning. The psychological effect of a system that knows exactly what you're doing is categorically different from an alarm everyone ignores.

RippleWarn propagates

An encrypted alert travels to every Orbit unit within range in under one second. No internet. No server. Every car in the lot raises its alertness simultaneously. The threat has nowhere obvious to move to next.

Stage 1 active
If the person stays
Stage 2 — Active siren

If the person remains after CalmVoice, a 120dB siren activates automatically. You receive a push notification simultaneously. The system escalates on its own. The goal at every stage is the same — make the risk calculation unfavourable enough that they leave.

SwiftFile compiles

The 10-second pre-event buffer — captured in RAM before the trigger fired — is written to encrypted storage. Detection timeline, behaviour classification, and system response are compiled into a structured report. It's ready before the incident is even over.

Stage 2 active
Nothing happened

In most cases it never gets past Stage 1. The person leaves. Your car is exactly as you left it. The incident is logged on-device. You may never even open the app. That's the product working.


Honest answers

36 things a skeptical
buyer would ask.

Good skepticism is healthy. We'd rather answer every hard question now than have you find out something we didn't tell you after you've bought the product. These are the things we'd want to know if we were in your position.

Is this actually a real product or just a concept video?
We have a working prototype with radar, four cameras, AI detection, and directed voice response running together in a real car. We filmed it. It is not finished production hardware and it is not for sale today — we are being upfront about that because you deserve to know before you give us your email. What's here is what we've built, not a render of what we hope to build someday.
Why should I trust a company I've never heard of?
You probably shouldn't yet — trust is earned. We're two cousins who built this because our own families were robbed. We have a working prototype, a transparent founding story, and a product philosophy that's the opposite of the industry norm. We're not asking you to trust us blindly. We're asking you to watch what we actually ship and judge us by that.
Will it go off every time someone walks past my car?
No. Orbit requires radar, vision AI, and audio to all confirm a threat before anything fires. A person walking past triggers nothing. A delivery driver briefly stopping triggers nothing. The system is looking for sustained suspicious behaviour near the vehicle — loitering, testing handles, peering inside — not general motion.
Does it work at night?
Radar works in complete darkness. The camera-based AI layer is more challenging at night — that's real and we're not going to tell you otherwise. It's an active development focus for the production hardware. We'd rather be honest about a limitation now than have you discover it after buying.
Is it hard to install? Will it damage my car?
It mounts in your headliner with no drilling and no permanent modification. One cable runs to your OBD-II port. The installation is designed to be clean and reversible — take it out and your car is exactly as it was. We're targeting a 30-45 minute install that doesn't require a professional, with a dealer install option also available.
Why not just use a cheaper dashcam or car alarm?
A dashcam records what happened. A car alarm makes noise after something touches your car. Neither stops anyone from touching your car in the first place. If documentation after the fact is enough for you, those are reasonable choices and cheaper ones. Orbit is for people who'd rather the break-in not happen at all.
What if I lose my phone — do I lose all my footage?
This is a genuine design challenge with zero-knowledge encryption and one we're building proper key recovery around. Losing your phone shouldn't mean losing your evidence. We're not going to ship a weaker privacy architecture to make this easier — we're going to solve it properly and tell you exactly how before you buy.
Can you actually hear it talking? Will it embarrass me?
The speaker is directional — clearly audible to someone near the car without broadcasting to the whole street. The voice is calm and specific. "You're being recorded. Please step away from the vehicle." The goal is to make the person near your car feel seen, not to create a scene. Assertiveness is adjustable in the app.
Is it legal to record people near my car?
Recording in a public or semi-public space like a parking lot is generally legal. Interior audio recording of passengers has stricter all-party consent requirements in some states — CA, FL, IL, PA, WA. Orbit walks you through this at setup and handles it correctly for your state. We're not cutting corners on this.
What if the device malfunctions or breaks?
Manufacturer defects are covered. If something fails because of how we built it, we fix it or replace it. The cellular plan also includes a replacement guarantee in the event of theft. Full warranty terms will be published before launch.
What if Aerix goes out of business?
Everything that matters runs on the device itself — detection, deterrence, storage, encryption. It doesn't phone home to work. If Aerix disappeared tomorrow your cameras, radar, voice response, and SwiftFile would all keep functioning. The optional cellular plan and cloud notifications would stop, because those need our infrastructure. But the core protection would not.
Will you sell my data or add subscriptions later?
We can't sell your data — we can't access it. The encryption key lives on your phone and never reaches us. This isn't a policy that can be updated in the fine print. It's a cryptographic architecture. Every core feature works without any subscription, now and permanently. The only optional plan covers cellular connectivity.
How does AI run on a device with no internet?
The AI doesn't need the internet. It runs entirely on the device's processor — the same way your phone recognises your face without calling a server. All detection, classification, and decision-making happens locally in milliseconds. Orbit only touches a network when you opt into the cellular plan for remote notifications.
Isn't on-device AI slower and less accurate than cloud AI?
For this use case, on-device is actually better. Cloud AI introduces latency — data has to leave the device, get processed remotely, and come back. That round trip takes time that matters when someone is approaching your car. On-device inference happens in under two seconds with no network required. And because nothing leaves the device, there's nothing to intercept, breach, or subpoena.
What does "no subscription" actually mean — are there hidden fees?
It means every feature you see works the day you plug it in, for as long as you own it, with no monthly bill. OrbitalVision, BreachSense, CalmVoice, RippleWarn via local mesh, SwiftFile, SmartHide, HeatSense, SafeWalk, DashWatch, hardware kill switch — all of it. No trial period. No feature unlocks. No premium tier. The only optional thing is cellular connectivity.
What's the catch with the no-subscription model? How do you make money?
The device itself. We make money when you buy Orbit, not from what you do with it afterward. The optional cellular plan covers the cost of running that infrastructure. We don't need to sell your data or lock features behind paywalls to be a sustainable business.
How is this different from just getting a better car alarm?
Car alarms respond after something touches your car and make noise. Nobody looks up. The research is clear — generic alarms are largely ignored. Orbit detects someone approaching before contact, confirms it's actually a threat, and responds with a specific directed voice before anyone has touched anything. Different intervention, different moment in the decision chain.
How does the mesh work if nobody else near me has Orbit?
Everything works on a single unit. All detection, deterrence, recording, and evidence compilation is fully functional with just one Orbit in the lot. RippleWarn becomes more powerful with nearby units — but it's an enhancement, not a requirement.
Can someone just unplug it or smash it before it does anything?
The pre-event buffer captures footage before any trigger fires — recording starts when radar detects someone approaching, not after confirmation. By the time someone physically reaches the device, evidence of their approach is already compiled. A stolen unit also can't be wiped without your cryptographic approval, broadcasts its location, and is permanently registered to you.
How does it know the difference between me and a stranger?
Orbit uses Bluetooth proximity to recognise paired devices. When your phone is nearby, the system knows an authorised person is present. The AI also adds a behaviour layer — authorised access looks different from someone loitering and testing a door handle.
What if the AI makes a mistake and flags an innocent person?
CalmVoice doesn't accuse anyone of anything. It says "this vehicle is monitored — please step away." Non-escalating, non-accusatory. If someone innocent triggers Stage 1, the worst case is they hear a polite notice and move on. That's intentional.
Will the siren disturb my neighbours?
Stage 1 is CalmVoice — directed at the person near the car, not broadcast to the neighbourhood. The 120dB siren only fires if someone stays after Stage 1, at which point something is genuinely wrong and the noise is warranted.
Does it work in all vehicles?
Orbit is designed for universal fit — headliner mounted, no drilling, single OBD-II cable. Most passenger vehicles, SUVs, and trucks have both. Vehicles without a proper headliner may need a different mounting approach. Full compatibility list will be published before launch.
What about extreme heat or cold?
Vehicle interiors can exceed 70°C in direct sun. The production hardware is being engineered for exactly that environment — automotive-grade component selection and enclosure thermal design are a specific focus of EVT testing before launch. We're not shipping until that's validated.
Can Orbit footage actually be used as evidence in court?
SwiftFile is structured with chain of custody in mind — timestamped footage, detection logs, behaviour classification, and system response compiled together. The zero-knowledge architecture means you can demonstrate footage hasn't been altered by a third party. Whether specific courts accept specific evidence depends on jurisdiction — we're not making legal guarantees, but the documentation is built to be as useful as possible.
What happens to my data if I sell my car?
You remove the unit when you sell. If you choose to leave it with the car, the new owner cannot access your footage or reset the device without an ownership transfer you initiate. Your footage stays encrypted to your key until you explicitly delete it or transfer ownership.
Will it drain my car battery?
Standby power consumption is a primary engineering constraint. In standby the radar pings every 100ms and everything else sleeps. Exact draw figures will be published once production hardware is validated — we'd rather give you a real tested number than a marketing claim.
What if someone breaks the window faster than Orbit can respond?
Orbit is designed to act before contact — radar detects presence at range before anyone reaches the window. CalmVoice fires before any touch. Most opportunistic thieves make their decision before committing to breaking glass. If someone smashes a window in under two seconds without approaching first, Orbit will still capture pre-event footage and compile a SwiftFile. No product stops every scenario. Orbit stops most of them.
Can the police actually do anything with the SwiftFile?
That depends entirely on the police, the jurisdiction, and the evidence — not on Orbit. What we control is the quality of the documentation. SwiftFile compiles timestamped footage, detection logs, and behaviour classification in a structured format that's more complete than most people can produce after a break-in. The national clearance rate for property crime is 13%. We built this product to work around that reality, not to fix it single-handedly.
What if a thief just wears a hood or covers their face?
CalmVoice doesn't depend on facial identification — it depends on behaviour classification. Loitering, testing a handle, peering into windows — these are all detectable regardless of what someone is wearing. The system identifies what someone is doing, not who they are. A hoodie doesn't change the behaviour pattern.
Can Orbit be hacked remotely?
The attack surface is minimal by design. There's no cloud connection to target — no server holds your footage or your key. The device communicates via Bluetooth, LoRa, and optional cellular — none of which carry footage. A remote attacker gaining access to the mesh would receive encrypted semantic descriptions with no identifying information. The footage is encrypted with a key that only exists on your phone and is never transmitted.
Why is it ceiling-mounted instead of dashboard or windshield?
The headliner position gives 360° coverage of the entire interior from a single mounting point. A windshield-mounted device points in one direction. The headliner position also means the device isn't visible through the windows — a thief can't see it and plan around it. And it keeps the windshield and dashboard clear.
What if I accidentally trigger it myself?
If your paired phone is in Bluetooth range, Orbit recognises you as authorised. If your phone is dead or out of range, Stage 1 CalmVoice might briefly activate — you'd hear the notice and the system would stand down when it detects no further threat behaviour. The app also lets you manually disarm when you know you'll be near the car without your phone.
What if there are no other Orbit users in my area at all?
Everything works. Single-unit operation is the baseline. Radar detection, CalmVoice, SwiftFile, SmartHide, HeatSense, SafeWalk monitoring, DashWatch — all of it runs on one unit alone. RippleWarn gets more powerful with density, but the absence of nearby units doesn't reduce any other capability.
You're a new company founded in 2026 — how do I know you'll still exist in three years?
You don't, and we won't pretend otherwise. What we can tell you is that the core product is designed to work without us — on-device, no cloud dependency, no server requirement. If Aerix closed tomorrow, your unit would keep detecting, deterring, and recording. The cellular plan would stop. The mesh relay would eventually degrade. But the device protecting your car would keep doing its job. We built it that way deliberately because a security product that stops working when its company does is not a security product.
Is two years enough time to have actually built something good?
Two years gets you a validated concept and a working prototype — radar, AI detection, CalmVoice, and mesh running together in a real vehicle. It doesn't get you production-grade hardware. That's what the development phase is for. We're being straight about where we are so you can judge for yourself.

Privacy architecture

We built it so we
literally can't spy on you.

Most companies say they protect your privacy. We built a system where protecting it isn't a choice we make — it's a technical fact. Here's exactly how it works.

Your key. Your footage. Nobody else's.

When you first pair Orbit with your phone, your device generates a unique cryptographic key. That key never leaves your phone — not during setup, not during use, not ever. Aerix doesn't receive a copy. Our servers don't hold one. There is no mechanism by which we could access your footage even if we wanted to — or were legally compelled to. A court order directed at Aerix gets them nothing, because there is nothing for Aerix to hand over.

Nothing leaves the device without your say.

All footage is stored on the NVMe drive inside the Orbit unit, encrypted with your key. It never uploads automatically. It never syncs in the background. The only way footage moves anywhere is if you explicitly initiate a SwiftFile share — and even then, you choose where it goes and who receives it. The evidence belongs to you, not to us.

The hardware kill switch is physically real.

There's a physical switch on the device that electrically disconnects all cameras from the power supply. Not in firmware. Not in software. A literal electrical break at the hardware level. When it's in the off position the cameras cannot capture anything regardless of what the software says. You can verify this yourself with a multimeter. It's not a software toggle that can be overridden by an update — it's a physical circuit break.

The mesh shares descriptions, not footage.

When RippleWarn propagates a threat alert to nearby units, it sends a semantic description — the type of behaviour detected, the confidence level, the time — not raw footage, not biometric data, not any information that identifies the person. Nearby units use that description to adjust their local sensitivity. No footage ever travels across the mesh. No personal data is shared between units.

Our servers do one thing only.

We run minimal blind relay servers for push notifications — getting an alert from your Orbit to your phone when you're not in Bluetooth range. Those servers see a device ID and a signal that something happened. They do not see footage, location, or any content. They don't store anything. The relay passes the notification through and forgets it. That's the complete list of what our infrastructure does.

This is architecture, not policy.

Privacy policies can change. Architectures are harder to change — especially when they're the reason the product works. The zero-knowledge design isn't a feature we added to make the marketing better. It's the foundation the product is built on. We built Orbit this way because it's the only version we'd personally use.

The zero-knowledge encryption architecture means Aerix has no technical capability to access user footage. This is enforceable by cryptographic design, not contractual promise. Implementation details will be published in our technical documentation before launch.

Common questions

Quick answers to
the most asked questions.

What is Aerix Orbit?
Orbit is a vehicle security device that prevents break-ins before they happen. It detects threats using radar, AI, and audio — and responds before anyone touches the car. It is not a dashcam. It does not just record what happened. It makes sure nothing happens.
How is Orbit different from a dashcam?
A dashcam is a bystander. It watches the break-in happen and records it. Orbit detects someone approaching your car before they touch it, classifies what they are doing, and responds with a directed voice specific to their behaviour. The goal is always the same — nothing happened.
Does Orbit require a subscription?
No. Every feature works without a subscription. An optional cellular plan exists for remote notifications and adds a replacement guarantee — but it unlocks nothing. Everything Orbit does, it does from day one at no recurring cost.
Where is my footage stored?
On the device. Only on the device. It never leaves. There is no cloud upload, no server, no Aerix copy. The decryption key is generated on your phone and never transmitted to anyone. The footage belongs to you and only you can access it.
What is RippleWarn?
When Orbit confirms a threat, an encrypted alert travels to every nearby Orbit unit in under one second. No internet required. No server involved. Every car in the area responds as one system the moment one car sees something wrong.
What happens if someone steals the Orbit unit?
Every unit has a hardware-burned serial number and GPS tracking that cannot be reset without your cryptographic approval. A stolen Orbit cannot be wiped, resold, or used by anyone else. It broadcasts its location to your phone the moment it leaves your vehicle. The evidence is already on your device before the unit is taken.
What is CalmVoice?
CalmVoice is Orbit's directed voice deterrence system. Instead of a siren, Orbit speaks — and what it says depends on exactly what the person near your car is doing. Loitering gets a different response than reaching. An unexpected human voice addressing your specific behaviour is far more disorienting than an alarm everyone has learned to ignore.
Does Orbit work without other Orbit units nearby?
Yes. Every feature works as a standalone device. Radar detection, AI classification, CalmVoice, SwiftFile, the hardware kill switch — all of it works independently. RippleWarn becomes more powerful with more units nearby, but Orbit is fully functional on its own.

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