Connects to IP cameras over ONVIF and RTSP and processes all data on-site at your factory.
Nỏ Thần Agentic designs and delivers hardware and software for production monitoring, workplace safety, and goods control. Agentic AI runs at the core of the system, and device credentials are encrypted with Fernet at rest.
The SOAI dashboard
Walkthrough video of the SOAI system with demonstration data.
6
production modules delivered and accepted
< 3s
SKU counting time per image
2
customers on paid contracts
98%
minimum monthly uptime, contractual
Nỏ Thần Agentic is an engineering company, founded in Hanoi on 23 July 2026.
The team selects hardware, writes the analysis software, and deploys it directly on customer factory floors.
All development, from the AI models to device integration, is done by our in-house engineering team.
Three capability pillars
Agentic AI core
The agent watches the line, scores its own confidence for each detection, and places a proposal in a review queue. We combine specialised vision models (YOLOv8, SAHI) with a vision-language model for checks defined with a few sample images.
Hardware integration
A DeviceProvider abstraction separates the image source from the analysis core, AnalysisEngine. Supporting a new camera line, barcode reader, or POS device means writing a new plugin. Our team supplies the equipment and carries out deployment at the customer site.
Security by architecture
Device credentials are encrypted with Fernet at rest. Every file-viewing and file-download endpoint checks for path traversal before returning a file. The system can run entirely inside the plant network; production footage never has to leave the customer’s premises.
AI proposes - the operator decides
The system detects, scores its own confidence, and proposes an action. No step runs on its own without a human approval.
Detection: worker without a hard hat · Line 2
Packing area camera · frame 14:02:37
Review action
Detection: worker without a hard hat · Line 2
- Counted SKU quantity differs from the outbound slip87%
- Person detected in a restricted area without PPE78%
Two platforms, one engineering team
Nỏ Thần Agentic is the engineering unit that builds and operates two product platforms. Each has its own role.
SOAI.VN - AI Vision
Production monitoring, workplace safety, and goods control via computer vision. Our flagship platform. 6 modules already accepted, see the evidence section below.
See the technical evidenceVOMA.VN - Multichannel commerce
A multichannel sales platform with modules for e-invoicing, online/offline sales, accounting, and warehousing. Trademark-registered in Vietnam.
Visit voma.vnDevice integration matrix
Integration interface by device line.
| Device line | Integration interface | Note |
|---|---|---|
| Open-standard IP cameras | ONVIF Profile S · RTSP | Live view, scheduled snapshots, recording and clip extraction by time range. |
| Axis | VAPIX · ONVIF | Device control and stream access. In discussion to join the manufacturer’s partner program. |
| Axis - edge AI | ACAP | Embedding detection models directly on the camera via ACAP is stage 2 of the SOAI roadmap. Not yet implemented. |
| Hikvision | ISAPI · SDK | Stream integration and device management. |
| Edge processing box | x86 · NVIDIA Jetson | On-site inference when bandwidth or data policy forbids sending footage to a server. |
| Point-of-sale devices | POS · barcode scanner · QR printer | Stage 2 of the VOMA roadmap. Not yet implemented. |
SOAI POC - 6 modules accepted
Each module below has been accepted, with its concrete capability and the technical stack behind it.
| Module | Capability | Technical stack |
|---|---|---|
| Packing video analysis | Extracts QR codes from packing footage and timestamps each order’s segment. Any customer complaint can be traced to its clip. | OpenCV · pyzbar · Celery |
| SKU image counting | Counts densely packed objects in under 3 seconds, returns an annotated image, and records the model version used. | YOLOv8 · SAHI |
| Binary classification | New checks are defined in plain language plus a few reference images, with no retraining. A new inspection can ship the same day. | VLM · few-shot |
| Device management | Device registry, connection testing, credentials encrypted at rest. | FastAPI · Fernet |
| Live view & snapshot | Live streaming plus manual and scheduled snapshots. | MJPEG · Celery Beat |
| Video recording & export | Lists recordings and cuts clips to an exact requested time range. | FFmpeg |
Error handling and logging
The system defines a SOAIException class hierarchy and does not swallow exceptions at any layer. Corrupt video, a blurred QR code, a dropped camera connection, or an FFmpeg failure each return an RFC-compliant HTTP error response, together with a detailed log entry.
Encrypted at rest
Device credentials are encrypted using Fernet.
Path traversal blocked
Every file-read/download API validates the path before returning a file.
Data sovereignty
Fully deployable inside the customer’s internal network, on-prem.
For hardware manufacturers
We come to you as a solution partner: developing software on your platform, while integrating and supplying your equipment for turnkey projects in Vietnam.
Software makes your hardware worth more.
Every business problem we solve on your cameras is another reason a customer chooses them over a cheaper alternative.
Recurring subscription bundled with hardware.
Software is delivered as a recurring subscription paired with matched equipment. Our team continues maintenance for the life of the contract.
In-house engineering team.
The AI models (YOLOv8, SAHI, VLM) and the device integrations (VAPIX, ONVIF, ISAPI) are all built by our in-house team.
Five commitments
Commitments that can be checked against the contract or system logs.
- Public roadmap. Each platform’s three phases are published and updated, with dates.
- Your data is yours. Full data export to an open format any time, no fee, no conditions.
- Maintenance under contract SLA: response within 4 working hours, minimum 98% monthly uptime, 24 hours’ notice before maintenance.
- Transparent under due diligence. We provide financial reports, staff lists, and architecture documentation to partners during evaluation.
- No hardware lock-in. We supply equipment, but the software is not tied to our own hardware; the system uses open protocols such as ONVIF and RTSP.
Frequently asked questions
Talk to our engineers or get the capability profile
Leave your work details and our engineering team will reach out directly. This applies to hardware partners and businesses with a concrete problem alike.