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Edge AI & data logging · AVIN Series

AVIN Subsea Edge AI & Data Logger

A subsea edge-AI node and advanced data logger in one — acquire, synchronise, record, and process acoustic, video and sensor data on the seabed.

AVIN is a configurable subsea platform that is two things at once: an edge AI / ML node and an advanced multi-sensor data logger. Through a managed PoE switch it connects up to eight Gigabit Ethernet devices — cameras, sonars, hydrophones and other sensors — synchronises them with IEEE 1588 PTP timing, and records their time-aligned streams to an internal NVMe SSD of up to 10 TB. The same platform runs computer vision, acoustic analysis and machine-learning models in real time, so it can store everything, or process at the edge and keep only what matters. Power is flexible: run it from an internal rechargeable battery (300 Wh or 1 kWh), as a compute-only node from external power, or paired with an ANIK pack for long-duration endurance. Everything sits in a pressure-rated Aluminium or Titanium enclosure, depth-rated to 6000 m, running an open Linux / Ubuntu stack for your own software.

  • Edge AI / ML computingRuns computer vision, acoustic analysis, and machine-learning models locally for real-time decisions, with no dependence on cloud or surface processing.
  • Advanced multi-sensor data loggerRecords time-synchronised acoustic, video, and sensor streams to internal NVMe SSD (up to 10 TB) — log everything, or process at the edge and keep only mission-relevant data.
  • Managed PoE sensor hubA managed switch connects up to 8 Gigabit Ethernet / PoE devices — cameras, sonars, hydrophones — with per-port power control and VLAN / network management.
  • Works with any sensor — not just PoEEach MCBH port is configurable: carry Ethernet / PoE, or dedicated DC power plus PPS / SYNC timing and auxiliary I/O instead — so sensors without PoE or PTP still power up and stay synchronised.
  • Precision timing (IEEE 1588 PTP)Hardware PTP for time-aligned acquisition, plus configurable PPS / SYNC output to sub-nodes and external sensors; optional GNSS for a surface or subsea time reference.
  • Flexible power architectureRun from an internal rechargeable battery (300 Wh / 1 kWh), as a compute-only node on external power, or paired with an ANIK subsea battery pack for extended endurance.
  • Remote power managementSoftware-controlled power that can enable or disable individual sensor ports to cut consumption during autonomous deployments.
  • Low-power / duty-cycled operationConfigurable duty cycling lets the computer and sensors sleep between acquisitions and wake on the mission schedule for long deployments.
  • Service & recovery connectorA dedicated subsea service port provides force recovery, USB device / recovery, system power control, and serial debug — maintenance without opening the enclosure.
  • Open Ubuntu softwareLinux / Ubuntu with Docker, ROS, Python, C++, TensorFlow, PyTorch, ONNX Runtime and OpenCV — deploy your own GPU-accelerated AI models, with optional RemoteCon integration support.
  • Subsea-rated platformCompute, PoE networking, recording, timing and power in a pressure-rated Aluminium or Titanium enclosure, depth-rated to 6000 m.

Model range

AVIN100AVIN500AVIN1800
Internal battery—300 Wh1 kWh
System memory4–64 GB4–64 GB4–64 GB
SSD (NVMe)0 / 2 / 10 TB0 / 2 / 10 TB0 / 2 / 10 TB
Ports (configurable)2 / 4 / 8 GbE2 / 4 / 8 GbE2 / 4 / 8 GbE
Port modesPoE / DC / PPS·SYNCPoE / DC / PPS·SYNCPoE / DC / PPS·SYNC
TimingIEEE 1588 PTPIEEE 1588 PTPIEEE 1588 PTP
External batteryANIK (opt.)ANIK (opt.)ANIK (opt.)
Operating systemLinux UbuntuLinux UbuntuLinux Ubuntu
HousingAluminium / TitaniumAluminium / TitaniumAluminium / Titanium
Depth options300–6000 m300–6000 m300–6000 m
AVIN Subsea Edge AI & Data Logger
Specifications
Type
Subsea edge AI computer & multi-sensor data logger
Models
AVIN100 / AVIN500 / AVIN1800
System memory
4–64 GB
Storage
NVMe SSD, up to 10 TB
Internal battery
300 Wh (AVIN500) / 1 kWh (AVIN1800)
External battery
ANIK subsea packs (optional)
Networking
2 / 4 / 8 Gigabit ports — PoE (802.3af/at), or DC + PPS/SYNC per port
Timing
IEEE 1588 PTP; PPS / SYNC output; optional GNSS
Power management
Software-controlled, per-port
Operating system
Linux (Ubuntu)
Housing
Aluminium / Titanium
Depth rating
300 / 1000 / 2000 / 6000 m

Specifications subject to change without notice.

System architecture

Interfaces & functional diagram

AVIN interface mapping: MCBH8 sensor ports, managed PoE switch, AI edge compute module, NVMe storage, power management, and service / recovery.
AVIN interface mapping: MCBH8 sensor ports, managed PoE switch, AI edge compute module, NVMe storage, power management, and service / recovery.

FAQ

Subsea edge AI & data logger FAQs

Is AVIN an AI computer or a data logger?

Both. AVIN runs AI / ML at the edge and also works as an advanced multi-sensor data logger, recording time-synchronised acoustic, video and sensor streams to internal NVMe storage — you can log everything, process at the edge, or both.

How much data can AVIN record?

Up to 10 TB on internal NVMe SSD, with hardware-timestamped, time-aligned recording of multiple video, acoustic and sensor streams for real-time processing or post-mission analysis.

Which sensors can AVIN connect and synchronise?

Up to eight Gigabit Ethernet / PoE devices — cameras, sonars, hydrophones and other Ethernet or serial sensors — through a managed PoE switch, with IEEE 1588 PTP timing and configurable PPS / SYNC to sub-nodes.

My sensor doesn't support PoE or PTP — can AVIN still power and synchronise it?

Yes. AVIN's MCBH ports are configurable per port: a port can deliver dedicated DC power instead of PoE, and AVIN can output PPS / SYNC timing to a sensor that does not speak IEEE 1588 PTP. So a sensor without PoE or PTP still gets the power it needs and stays time-aligned with the rest of the array.

How is AVIN powered?

From an internal rechargeable battery (300 Wh on AVIN500, 1 kWh on AVIN1800), as a compute-only node on external power, or paired with an ANIK subsea battery pack for long-duration endurance. Internal batteries charge over PoE or with our chargers.

Can AVIN run autonomously for long deployments?

Yes. Remote per-port power management and configurable duty-cycled operation let the computer and sensors sleep between acquisitions and wake on schedule, with automatic startup and watchdog recovery.

What software does AVIN run?

An open Linux / Ubuntu stack with Docker, ROS, Python, C++, TensorFlow, PyTorch, ONNX Runtime and OpenCV, so you can deploy your own GPU-accelerated AI / ML models; RemoteCon can also provide integration support.

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