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DeepWeaver

Physical AI

Physical AI & Edge.

Perception and autonomy on robots, drones, cameras and wearables — built to run on the factory floor and in the field, where there is no cloud to fall back on.

What it means

The Physical AI layer

platforms, perception, deployment and safety. Robots and drones, smart devices, computer vision and on-device inference — our differentiator.

Outcome

Autonomous operations in the field, safety and quality lifted.

Most AI stops at the screen. Physical AI has to see, decide and act on hardware with real latency budgets, thermal limits and safety consequences. That discipline is rare, and it is where we started. We build the full stack: the perception models, the on-device inference that runs them, the docking hubs and digital twins that coordinate them, and the safety layer that keeps a human in control.

The Physical AI layer

  1. 01

    Platforms

    Robotics & ROS · Drones · Wearables · Smart devices

  2. 02

    Perception

    Computer vision · LiDAR & sensor fusion · SLAM & navigation · Vision & video AI

  3. 03

    Deployment

    On-device inference · Edge & docking hubs · Digital twins · Model compression

  4. 04

    Safety & assurance

    Geofencing · Fail-safe behaviours · Fleet monitoring · Human approval gates

Why shipping into hardware matters

Discipline that cloud-only teams never build.

  • Latency budgets

    Decisions made where the data is captured, with no cloud round trip on the critical path.

  • Thermal and power limits

    Models compressed and quantised to run on the silicon the device actually has.

  • Offline reliability

    No connectivity assumption. The system keeps working when the network does not.

  • Safety with no fallback

    Fail-safe behaviours, geofencing and fleet monitoring designed in, not added after an incident.

HearSight

Physical AI in production

Smart glasses that read the world aloud, on-device.

Assistive technology · HealthTech · India

HearSight smart glasses

On-device smart glasses for people with low vision. Every model runs on the glasses themselves — no cloud round trip, no connectivity assumption, no data leaving the wearer. Object and obstacle detection, OCR read aloud, face recognition, wayfinding and fully offline payment assistance.

  • Object and obstacle detection in real time
  • OCR — reading signage, labels and documents aloud
  • Face recognition for familiar people
  • Navigation assistance and wayfinding
  • Payment assistance, fully offline

Why it matters

Frontier-grade perception, running inside a pair of glasses.

Shipping AI into hardware forces discipline that cloud-only teams never build. That discipline is what we bring back into enterprise work.

    Edge inferenceModel compressionComputer visionOn-device OCRWearable hardware

For manufacturers

The Factory Brain: the orchestration layer between ERP and PLC.

AI recommends. Humans approve. The PLC executes. Cloud, hybrid or on-premise.

Explore the Factory Brain

Silicon partners: NVIDIA · AMD · Qualcomm

Next domain

Frontier AI

Start the conversation

Extending the reach of AI beyond the screen — from the field to the factory floor and everything in between.

Ready to move forward? Let’s talk about your specific needs and how we can help you succeed.

Get in touchcontact@deepweaver.ai