SWRM

Computer vision device control

Control your fleet of vision devices at scale.

SWRM ingests sensor and vision data from Raspberry Pi and Nvidia Jetson devices, runs your models, and turns raw detections into labeled datasets, dashboards, and alerts.

Any device

Raspberry Pi, Jetson Nano, Jetson Orin — one control plane.

Live vision

Deploy models, stream captures, set confidence thresholds.

Sensor fusion

Correlate detections with air quality, VOC, and environment data.

Secure by default

Signed device tokens, RLS, role-based access, full audit trail.

Verticals

Built for the fields that ship physical outcomes.

Environmental monitoring

Air quality, VOC, particulate, temperature and humidity in facilities and warehouses.

Construction site safety

Hardhat / PPE detection, perimeter watch, incident capture — the PCL playbook.

Healthcare & labs

Room monitoring, hand-hygiene compliance, environment logging for regulated spaces.

Agriculture & greenhouses

Crop health, pest detection, canopy imaging paired with soil and climate telemetry.

Environmental chambers

Resinova-class controlled environments with tight thresholds and full audit trails.

Case studies

In the field.

Construction

PCL — safer sites, faster response

PPE detection on Jetson edge devices with instant Slack alerts. SWRM's role: fleet mgmt, alert routing, capture archive for post-incident review.

Environmental

Resinova — chamber telemetry

Multi-sensor fusion with vision-based sample tracking; SWRM handles retention, exports, and per-chamber dashboards.

Partners

Raspberry Pi · Design PartnerNvidia · Inception memberONNX RuntimeLovable Cloud

Ship your first device today.

Pair a Raspberry Pi or Jetson in minutes. Free during preview.