RVP-T1M

RugCon RVS-T1M Mini Edge AI Computer equipped with MXM NVIDIA RTX4070/RTX4060/RTX4050/RTX2000/A2000, Intel 14th/13th/12th Gen CPU, Up to 64GB DDR5 RAM, DP/2xHDMI/2xLAN/2xCOM/8xUSB, Remote Ignition Control, 6-48VDC-in
Price on request
Available
Available

The Enbik RVP-T1M is a mini-slim edge AI computer that combines an Intel 12th, 13th or 14th Gen Core processor (15 W) with a modular NVIDIA MXM GPU delivering up to 321 TOPS in a 203 × 125 × 70 mm, 1.75 kg chassis rated for −20 °C to +50 °C. GPU options include RTX 4070, RTX 4060 and RTX 4050 (Ada Lovelace, 65 W TGP) and RTX 2000/A2000 (Ampere, 35 W TGP), with up to 96 GB DDR5 memory.

A wide 6–48 V DC input with ignition power control connects directly to 12 V/24 V vehicle systems and 24 V/48 V industrial supplies. Three display outputs (2× HDMI + DisplayPort up to 4096 × 2304), dual LAN (2.5 GbE + GbE), 8× USB and two COM ports serve machine vision, AMR/AGV control and in-vehicle AI without additional interface hardware.

Key Features

  • NVIDIA MXM GPU up to 321 TOPS: RTX 4070/4060/4050 at 65 W TGP deliver up to 321 TOPS; RTX 2000/A2000 at 35 W TGP reach 194 TOPS for thermally constrained deployments. The GPU module is selected at order time.
  • Intel 12th–14th Gen Core at 15 W TDP: From Core i3 to Core Ultra 7 155U; DDR5 memory scales to 64 GB (12th/13th Gen) or 96 GB (14th Gen Core Ultra).
  • Triple display output: 2× HDMI (4096 × 2160 @ 30 Hz) + DisplayPort (4096 × 2304 @ 60 Hz) drive camera feed, inference visualisation and operator HMI simultaneously.
  • 6–48 V DC with ignition control: Covers 12/24/48 V vehicle and industrial power without a DC/DC adapter; graceful shutdown on ignition-off protects OS integrity.
  • 2× M.2 2242 SATA III with RAID 0/1: RAID 1 mirroring protects AI logs in unattended deployments; RAID 0 boosts write throughput for video capture.
  • Rich connectivity: 1× 2.5 GbE + 1× GbE, 8× USB (6× USB 3.2 Gen 1), 1× RS-232/422/485 + 1× RS-232, plus M.2 B-key (5G + SIM), mini-PCIe (SIM) and M.2 E-key (Wi-Fi/BT/GPS).
  • Certified and warrantied: CE (EN 55032/55035), FCC Class A, 3-year manufacturer warranty.

GPU Configuration Options

GPU ModuleArchitectureTGPAI Performance
RTX 4070 / 4060 / 4050Ada Lovelace65 WUp to 321 TOPS
RTX 2000 / A2000Ampere35 WUp to 194 TOPS

Application Use Cases

Machine Vision and Quality Inspection

The RVP-T1M receives camera streams via USB 3.2 and GbE, runs defect-detection inference on the MXM GPU at conveyor speed, and signals a PLC through the RS-232/422/485 port — with the triple display showing live feed, defect heatmaps and production statistics from one unit.

AMR/AGV AI Controller

The GPU processes LiDAR point clouds and camera AI at up to 321 TOPS whilst the CPU handles fieldbus communication to motor controllers. Ignition control synchronises startup with the robot's power bus; the −20 °C rating covers cold-storage fleets.

In-Vehicle Edge AI and Telematics

Direct 12/24 V battery connection, timed graceful shutdown on engine-off, 4G/5G + GPS expansion for fleet tracking, and GPU-driven ADAS camera analytics make the RVP-T1M a complete vehicle AI platform.

Multi-Camera AI Vision Gateway

Six USB 3.2 ports and dual Ethernet aggregate multiple camera streams; 96 GB DDR5 headroom keeps multi-stream inference latency stable, with results forwarded over 2.5 GbE to SCADA or MES.

Why Choose the RVP-T1M

Workstation-grade GPU in a cabinet-mount chassis. The RTX 4070-class MXM module delivers 321 TOPS — roughly 4–10× the throughput of typical embedded AI modules — in a chassis small enough for a control cabinet door or mobile platform. That difference translates directly into how many camera streams run at the required frame rate.

One SKU for panel and vehicle deployments. The 6–48 V input with ignition management covers fixed 24/48 V panel installations and 12/24 V vehicle fleets from the same hardware, simplifying spares inventory for mixed deployments.

Modular GPU protects the investment. The MXM interface lets the GPU tier match the inference budget at order time and be upgraded later without replacing CPU, memory, storage or chassis — relevant for AMR fleets whose AI models grow across software releases.

Frequently Asked Questions

What GPU options are available for the RVP-T1M?
NVIDIA RTX 4070, RTX 4060 and RTX 4050 (Ada Lovelace, 65 W TGP, up to 321 TOPS) and RTX 2000/A2000 (Ampere, 35 W TGP, up to 194 TOPS). The MXM module is specified at order time.

What processors and memory does the RVP-T1M support?
Intel 12th Gen (i3-1215U to i7-1265U), 13th Gen (i3-1315UE to i7-1365URE) and 14th Gen (Core Ultra 7 125U/155U), all 15 W TDP. Maximum DDR5 is 64 GB with 12th/13th Gen and 96 GB with 14th Gen Core Ultra.

How does the ignition power control work?
The unit powers on when the ignition signal is asserted and starts a configurable graceful shutdown delay when it is removed, preventing file-system corruption from hard power loss. A remote power switch header serves non-vehicle installations.

Does the RVP-T1M support RAID?
Yes — two M.2 2242 SATA III slots support RAID 0 (striping) and RAID 1 (mirroring), configured at OS level. Industrial-grade SSDs are recommended for extended-temperature deployments.

What wireless options are available?
M.2 Key-B with SIM for 4G/5G, mini-PCIe with SIM for a second cellular or LPWAN module, and M.2 Key-E for Wi-Fi 6/6E, Bluetooth and GPS. All three slots can be populated simultaneously.

The Enbik RVP-T1M is a mini-slim edge AI computer that combines an Intel 12th, 13th or 14th Gen Core processor (15 W) with a modular NVIDIA MXM GPU delivering up to 321 TOPS in a 203 × 125 × 70 mm, 1.75 kg chassis rated for −20 °C to +50 °C. GPU options include RTX 4070, RTX 4060 and RTX 4050 (Ada Lovelace, 65 W TGP) and RTX 2000/A2000 (Ampere, 35 W TGP), with up to 96 GB DDR5 memory.

A wide 6–48 V DC input with ignition power control connects directly to 12 V/24 V vehicle systems and 24 V/48 V industrial supplies. Three display outputs (2× HDMI + DisplayPort up to 4096 × 2304), dual LAN (2.5 GbE + GbE), 8× USB and two COM ports serve machine vision, AMR/AGV control and in-vehicle AI without additional interface hardware.

Key Features

  • NVIDIA MXM GPU up to 321 TOPS: RTX 4070/4060/4050 at 65 W TGP deliver up to 321 TOPS; RTX 2000/A2000 at 35 W TGP reach 194 TOPS for thermally constrained deployments. The GPU module is selected at order time.
  • Intel 12th–14th Gen Core at 15 W TDP: From Core i3 to Core Ultra 7 155U; DDR5 memory scales to 64 GB (12th/13th Gen) or 96 GB (14th Gen Core Ultra).
  • Triple display output: 2× HDMI (4096 × 2160 @ 30 Hz) + DisplayPort (4096 × 2304 @ 60 Hz) drive camera feed, inference visualisation and operator HMI simultaneously.
  • 6–48 V DC with ignition control: Covers 12/24/48 V vehicle and industrial power without a DC/DC adapter; graceful shutdown on ignition-off protects OS integrity.
  • 2× M.2 2242 SATA III with RAID 0/1: RAID 1 mirroring protects AI logs in unattended deployments; RAID 0 boosts write throughput for video capture.
  • Rich connectivity: 1× 2.5 GbE + 1× GbE, 8× USB (6× USB 3.2 Gen 1), 1× RS-232/422/485 + 1× RS-232, plus M.2 B-key (5G + SIM), mini-PCIe (SIM) and M.2 E-key (Wi-Fi/BT/GPS).
  • Certified and warrantied: CE (EN 55032/55035), FCC Class A, 3-year manufacturer warranty.

GPU Configuration Options

GPU ModuleArchitectureTGPAI Performance
RTX 4070 / 4060 / 4050Ada Lovelace65 WUp to 321 TOPS
RTX 2000 / A2000Ampere35 WUp to 194 TOPS

Application Use Cases

Machine Vision and Quality Inspection

The RVP-T1M receives camera streams via USB 3.2 and GbE, runs defect-detection inference on the MXM GPU at conveyor speed, and signals a PLC through the RS-232/422/485 port — with the triple display showing live feed, defect heatmaps and production statistics from one unit.

AMR/AGV AI Controller

The GPU processes LiDAR point clouds and camera AI at up to 321 TOPS whilst the CPU handles fieldbus communication to motor controllers. Ignition control synchronises startup with the robot's power bus; the −20 °C rating covers cold-storage fleets.

In-Vehicle Edge AI and Telematics

Direct 12/24 V battery connection, timed graceful shutdown on engine-off, 4G/5G + GPS expansion for fleet tracking, and GPU-driven ADAS camera analytics make the RVP-T1M a complete vehicle AI platform.

Multi-Camera AI Vision Gateway

Six USB 3.2 ports and dual Ethernet aggregate multiple camera streams; 96 GB DDR5 headroom keeps multi-stream inference latency stable, with results forwarded over 2.5 GbE to SCADA or MES.

Why Choose the RVP-T1M

Workstation-grade GPU in a cabinet-mount chassis. The RTX 4070-class MXM module delivers 321 TOPS — roughly 4–10× the throughput of typical embedded AI modules — in a chassis small enough for a control cabinet door or mobile platform. That difference translates directly into how many camera streams run at the required frame rate.

One SKU for panel and vehicle deployments. The 6–48 V input with ignition management covers fixed 24/48 V panel installations and 12/24 V vehicle fleets from the same hardware, simplifying spares inventory for mixed deployments.

Modular GPU protects the investment. The MXM interface lets the GPU tier match the inference budget at order time and be upgraded later without replacing CPU, memory, storage or chassis — relevant for AMR fleets whose AI models grow across software releases.

Frequently Asked Questions

What GPU options are available for the RVP-T1M?
NVIDIA RTX 4070, RTX 4060 and RTX 4050 (Ada Lovelace, 65 W TGP, up to 321 TOPS) and RTX 2000/A2000 (Ampere, 35 W TGP, up to 194 TOPS). The MXM module is specified at order time.

What processors and memory does the RVP-T1M support?
Intel 12th Gen (i3-1215U to i7-1265U), 13th Gen (i3-1315UE to i7-1365URE) and 14th Gen (Core Ultra 7 125U/155U), all 15 W TDP. Maximum DDR5 is 64 GB with 12th/13th Gen and 96 GB with 14th Gen Core Ultra.

How does the ignition power control work?
The unit powers on when the ignition signal is asserted and starts a configurable graceful shutdown delay when it is removed, preventing file-system corruption from hard power loss. A remote power switch header serves non-vehicle installations.

Does the RVP-T1M support RAID?
Yes — two M.2 2242 SATA III slots support RAID 0 (striping) and RAID 1 (mirroring), configured at OS level. Industrial-grade SSDs are recommended for extended-temperature deployments.

What wireless options are available?
M.2 Key-B with SIM for 4G/5G, mini-PCIe with SIM for a second cellular or LPWAN module, and M.2 Key-E for Wi-Fi 6/6E, Bluetooth and GPS. All three slots can be populated simultaneously.

Construction
Construction Chassis
Aluminium Chassis
Mounting Configuration
Wall
Type
Fan
CPU
СPU Generation/Family
Alder Lake, Raptor Lake, Meteor Lake
Processor Installed
Options Available – Contact Sales
Socket
Varies by Configuration
CPU Support Type
Core i3, Core i5, Core i7
Chipset
Chipset
Intel SoC
Memory
Form-factor
DDR5
Socket Type
2xSODIMM
ECC
No
Maximum Memory
64 GB
Assembly
Removable
Graphic
Graphic Controller
MXM Options Available – Contact Sales
Interfaces
DisplayPort, 2xHDMI
Ethernet
Total Ethernet
2
10/100/1000 Mbit/s
1
2,5 Gbit/s
1
Wi-Fi
Wi-Fi Standard
Yes (Optional)
Interfaces
COM Total
2
RS-232
1
RS-232/422/485
1
USB Total
8
USB 2.0
2
USB v3.x
6
Drive interfaces
RAID Levels
0, 1
M.2
2
Extension Slots
Total
4
M.2
3
M.2 Form Factor
2242 M, 2230 E, 3052 B, 2242 B
Mini-PCIe/Mini Card
1
Antenna characteristics
Cellular interfaces
4G (Optional), 5G (Optional)
LED / Controls
LED
Power LED
Controls
On/Off
Connectors
Connectors
2xDB9, 2xHDMI, 2xRJ45 Ethernet, 8xUSB, Mic In, Line Out, Display Port, DC input (terminal block)
System Power Input
Input Voltage DC
6..48 V
Power Ignition Control
Yes
Power Supply
Supported Types of Power Supply
External power adapter AC/DC
Software
Operating System Compatibility
Linux OS, Windows 10 IoT Enterprise, Windows 10, Windows 11, Windows 11 IoT Enterprise
Dimensions and weight
Width
200 mm
Height
70 mm
Depth
125 mm
Operating Conditions
Operating Temperature
-40..70 °C
Humidity
0-95%
Standards and Certifications
Certifications
CE, FCC Class A, EN 55032, EN 55035
MIL-STD-810
MIL-STD-810H Test Method 516.8 Shock, MIL-STD-810H Test Method 514.8 Vibration
Dimensions
Net Weight
1.75 kg
Gross Weight
2.2 kg
Construction
Construction Chassis
Aluminium Chassis
Mounting Configuration
Wall
Type
Fan
CPU
СPU Generation/Family
Alder Lake, Raptor Lake, Meteor Lake
Processor Installed
Options Available – Contact Sales
Socket
Varies by Configuration
CPU Support Type
Core i3, Core i5, Core i7
Chipset
Chipset
Intel SoC
Memory
Form-factor
DDR5
Socket Type
2xSODIMM
ECC
No
Maximum Memory
64 GB
Assembly
Removable
Graphic
Graphic Controller
MXM Options Available – Contact Sales
Interfaces
DisplayPort, 2xHDMI
Ethernet
Total Ethernet
2
10/100/1000 Mbit/s
1
2,5 Gbit/s
1
Wi-Fi
Wi-Fi Standard
Yes (Optional)
Interfaces
COM Total
2
RS-232
1
RS-232/422/485
1
USB Total
8
USB 2.0
2
USB v3.x
6
Drive interfaces
RAID Levels
0, 1
M.2
2
Extension Slots
Total
4
M.2
3
M.2 Form Factor
2242 M, 2230 E, 3052 B, 2242 B
Mini-PCIe/Mini Card
1
Antenna characteristics
Cellular interfaces
4G (Optional), 5G (Optional)
LED / Controls
LED
Power LED
Controls
On/Off
Connectors
Connectors
2xDB9, 2xHDMI, 2xRJ45 Ethernet, 8xUSB, Mic In, Line Out, Display Port, DC input (terminal block)
System Power Input
Input Voltage DC
6..48 V
Power Ignition Control
Yes
Power Supply
Supported Types of Power Supply
External power adapter AC/DC
Software
Operating System Compatibility
Linux OS, Windows 10 IoT Enterprise, Windows 10, Windows 11, Windows 11 IoT Enterprise
Dimensions and weight
Width
200 mm
Height
70 mm
Depth
125 mm
Operating Conditions
Operating Temperature
-40..70 °C
Humidity
0-95%
Standards and Certifications
Certifications
CE, FCC Class A, EN 55032, EN 55035
MIL-STD-810
MIL-STD-810H Test Method 516.8 Shock, MIL-STD-810H Test Method 514.8 Vibration
Dimensions
Net Weight
1.75 kg
Gross Weight
2.2 kg
Construction
Construction Chassis
Aluminium Chassis
Mounting Configuration
Wall
Type
Fan
CPU
СPU Generation/Family
Alder Lake, Raptor Lake, Meteor Lake
Processor Installed
Options Available – Contact Sales
Socket
Varies by Configuration
CPU Support Type
Core i3, Core i5, Core i7
Chipset
Chipset
Intel SoC
Memory
Form-factor
DDR5
Socket Type
2xSODIMM
ECC
No
Maximum Memory
64 GB
Assembly
Removable
Graphic
Graphic Controller
MXM Options Available – Contact Sales
Interfaces
DisplayPort, 2xHDMI
Ethernet
Total Ethernet
2
10/100/1000 Mbit/s
1
2,5 Gbit/s
1
Wi-Fi
Wi-Fi Standard
Yes (Optional)
Interfaces
COM Total
2
RS-232
1
RS-232/422/485
1
USB Total
8
USB 2.0
2
USB v3.x
6
Drive interfaces
RAID Levels
0, 1
M.2
2
Extension Slots
Total
4
M.2
3
M.2 Form Factor
2242 M, 2230 E, 3052 B, 2242 B
Mini-PCIe/Mini Card
1
Antenna characteristics
Cellular interfaces
4G (Optional), 5G (Optional)
LED / Controls
LED
Power LED
Controls
On/Off
Connectors
Connectors
2xDB9, 2xHDMI, 2xRJ45 Ethernet, 8xUSB, Mic In, Line Out, Display Port, DC input (terminal block)
System Power Input
Input Voltage DC
6..48 V
Power Ignition Control
Yes
Power Supply
Supported Types of Power Supply
External power adapter AC/DC
Software
Operating System Compatibility
Linux OS, Windows 10 IoT Enterprise, Windows 10, Windows 11, Windows 11 IoT Enterprise
Dimensions and weight
Width
200 mm
Height
70 mm
Depth
125 mm
Operating Conditions
Operating Temperature
-40..70 °C
Humidity
0-95%
Standards and Certifications
Certifications
CE, FCC Class A, EN 55032, EN 55035
MIL-STD-810
MIL-STD-810H Test Method 516.8 Shock, MIL-STD-810H Test Method 514.8 Vibration
Dimensions
Net Weight
1.75 kg
Gross Weight
2.2 kg
Construction
Construction Chassis
Aluminium Chassis
Mounting Configuration
Wall
Type
Fan
CPU
СPU Generation/Family
Alder Lake, Raptor Lake, Meteor Lake
Processor Installed
Options Available – Contact Sales
Socket
Varies by Configuration
CPU Support Type
Core i3, Core i5, Core i7
Chipset
Chipset
Intel SoC
Memory
Form-factor
DDR5
Socket Type
2xSODIMM
ECC
No
Maximum Memory
64 GB
Assembly
Removable
Graphic
Graphic Controller
MXM Options Available – Contact Sales
Interfaces
DisplayPort, 2xHDMI
Ethernet
Total Ethernet
2
10/100/1000 Mbit/s
1
2,5 Gbit/s
1
Wi-Fi
Wi-Fi Standard
Yes (Optional)
Interfaces
COM Total
2
RS-232
1
RS-232/422/485
1
USB Total
8
USB 2.0
2
USB v3.x
6
Drive interfaces
RAID Levels
0, 1
M.2
2
Extension Slots
Total
4
M.2
3
M.2 Form Factor
2242 M, 2230 E, 3052 B, 2242 B
Mini-PCIe/Mini Card
1
Antenna characteristics
Cellular interfaces
4G (Optional), 5G (Optional)
LED / Controls
LED
Power LED
Controls
On/Off
Connectors
Connectors
2xDB9, 2xHDMI, 2xRJ45 Ethernet, 8xUSB, Mic In, Line Out, Display Port, DC input (terminal block)
System Power Input
Input Voltage DC
6..48 V
Power Ignition Control
Yes
Power Supply
Supported Types of Power Supply
External power adapter AC/DC
Software
Operating System Compatibility
Linux OS, Windows 10 IoT Enterprise, Windows 10, Windows 11, Windows 11 IoT Enterprise
Dimensions and weight
Width
200 mm
Height
70 mm
Depth
125 mm
Operating Conditions
Operating Temperature
-40..70 °C
Humidity
0-95%
Standards and Certifications
Certifications
CE, FCC Class A, EN 55032, EN 55035
MIL-STD-810
MIL-STD-810H Test Method 516.8 Shock, MIL-STD-810H Test Method 514.8 Vibration
Dimensions
Net Weight
1.75 kg
Gross Weight
2.2 kg

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