Purpose built capture hardware for industrial AI datasets.
Every deployment is engineered for long-duration factory data collection, from camera selection and mounting to synchronization, calibration, and quality validation.
Currently deployed hardware
Not renders. Not a spec sheet from a supplier's website. These are the rigs and setups we've deployed on real factory floors, worn by real operators.
Rental hardware is enough for pilots. Production programs need ownership.
Organizations collecting data continuously benefit from standardized hardware, repeatable calibration, lower operational cost, and consistent dataset quality across every deployment.
Standardized Hardware
Every deployment uses documented hardware configurations to ensure repeatability between factories.
Integrated Camera Systems
Pre-calibrated capture rigs reduce setup time while improving synchronization accuracy.
Integrated Camera Systems
Replacement parts, firmware, calibration procedures, and documentation are maintained throughout deployment.
Built to hold up on a factory floor, not just a bench
Hardware is designed for vibration, dust, extended operating hours, and day-to-day production, not controlled laboratory environments.
Sync & extrinsics
Every rig is calibrated for camera sync accuracy and extrinsics before it ever leaves for a deployment, not checked after a session's already been shot.
Industrial ruggedness
Dust, vibration, extended shifts, and temperature swings: we test for the conditions a real factory throws at hardware, not the conditions a bench demo assumes.
Camera systems validated for industrial environments
Choose mono, stereo, RGB-D, or multi-camera configurations based on the data requirements.
Mono egocentric
Single-camera head or chest rigs with global-shutter sensors, sourced from manufacturers, not resellers.
Stereo hardware
Dual-lens, hardware-synced capture heads for depth and 3D-perception tasks. Same genuine-channel standard, never grey-market.
An honest maturity ladder, not a roadmap slide
Everything above is real: the calibration process, the ruggedness testing, the vetting. It just doesn't apply equally to every piece yet. We'd rather tell you exactly what stage each piece is at than oversell a prototype as a shipping product.
Sourced hardware
GoPro, Insta360, and smartphone rigs, deployed at scale across current factory partnerships. This ships today.
Mono & stereo prototypes
In-house Raspberry Pi rigs, early stage, tested against our calibration and ruggedness bar before deployment.
Full wearable suite
Vision plus IMU is the near-term target, with tactile sensing further out once the capture fundamentals are solid.
Built by operators, not a vendor deck
We'd rather show you how the hardware program actually works than hand you a slide of borrowed logos.
Incubated at IM Punjab
Part of the Innovation Mission Punjab cohort in Mohali, with direct access to real factory floors for on-site hardware testing.
Our own hardware, our own relationships
Capture rigs and factory partnerships are ours end to end. Nothing here is brokered through a third party.
We're early. Looking for the right hardware partners.
Building sensors or wearable capture hardware? We'd rather source directly from you than through a reseller. If you're a factory team who's hit a wall with capture hardware, tell us where it broke.