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Camnitive vs cloud video surveillance (VSaaS)

Cloud surveillance platforms are genuinely convenient, until your footage, your bandwidth, and your data-residency obligations meet their architecture.

The short version

Side by side.

VSaaS platforms move video to the cloud and sell simplicity: managed cameras, remote access, cloud AI. For distributed retail or offices with light requirements, that trade can be fine. For industrial sites it collides with three realities: streaming every camera consumes serious bandwidth, camera replacement is often required, and footage of your people and operations now lives under someone else’s jurisdiction.

Camnitive inverts the architecture: inference runs on-site next to your existing cameras, raw video never has to leave the facility, and FloFusion can be hosted by Camnitive or deployed privately in your own cloud or data centre, in the country you choose. Sovereignty is a property of the design, not a contract clause.

Where video is processed: Cloud VSaaS platformsIn the vendor cloud: footage streams off-site; CamnitiveOn-site GPU inference; only alerts, chosen evidence and measurements leave
Cameras: Cloud VSaaS platformsOften proprietary or vendor-managed cameras; CamnitiveThe ONVIF/RTSP cameras you already own, no replacement
Bandwidth: Cloud VSaaS platformsContinuous uplink per camera; CamnitiveEvent-level sync; tolerant of poor or intermittent connectivity
Data residency: Cloud VSaaS platformsDetermined by vendor regions and terms; CamnitiveVideo stays on site; FloFusion hosted or in your own cloud or data centre
Offline behavior: Cloud VSaaS platformsDegrades with the link; CamnitiveDetection and enforcement continue on-site; evidence buffers and syncs
Evidence & audit: Cloud VSaaS platformsCloud clips and logs, vendor-defined; CamnitiveSealed chain-of-custody evidence, RBAC, per-access audit logging

Cloud VSaaS platforms compared with Camnitive
What matters	Cloud VSaaS platforms	Camnitive
Where video is processed	In the vendor cloud: footage streams off-site	On-site GPU inference; only alerts, chosen evidence and measurements leave
Cameras	Often proprietary or vendor-managed cameras	The ONVIF/RTSP cameras you already own, no replacement
Bandwidth	Continuous uplink per camera	Event-level sync; tolerant of poor or intermittent connectivity
Data residency	Determined by vendor regions and terms	Video stays on site; FloFusion hosted or in your own cloud or data centre
Offline behavior	Degrades with the link	Detection and enforcement continue on-site; evidence buffers and syncs
Evidence & audit	Cloud clips and logs, vendor-defined	Sealed chain-of-custody evidence, RBAC, per-access audit logging

Put your own camera count behind it in the TCO comparison.

When to choose which

Both have a place.

Choose cloud VSaaS platforms when

Small distributed sites (offices, light retail) with simple security needs
No data-residency constraints and comfortable cloud posture
Camera estate is due for replacement anyway and managed hardware appeals

Choose Camnitive when

Industrial sites with existing CCTV estates worth keeping
Data-residency requirements or OT-security segmentation, in any country
Sites with limited bandwidth or where offline operation is non-negotiable

Questions

What teams ask next.

Can we still get cloud convenience with Camnitive?

Yes. FloFusion shows every site in one place, while detection and raw video stay on site. It is hosted by Camnitive, or deployed privately in your own cloud or data centre.

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What happens to detection when a site loses connectivity?

Nothing changes on site. FloFrame keeps detecting, enforcing rules and sealing evidence, and sends alerts up when the link returns. It only connects out, over HTTPS on port 443.

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