Launch remote service plans and predictive offerings—$500-$1000/year per deployed instrument.

Launch remote service plans and predictive offerings—$500-$1000/year per deployed instrument.
Troubleshoot remotely, and reduce time-to-resolution by 40–60%.
Troubleshoot remotely, deliver OTA updates
We deliver what most internal teams take a year to staff and build.













Protocol Discovery
Documentation and
Modernization
Develop bullet-proof CAPA
provider deeper visibility into operation modes of instruments
ensure real-time notifications and predictive calibretion

A lightweight edge agent is deployed on your instrument, with no firmware rewrite required.
The agent buffers and streams structured data securely over MQTT or REST, even in low-connectivity labs.
Data flows to your cloud (or ours), enabling LIMS, ELN, and remote dashboards with minimal effort.
battle tested playbook
End-to-end encryption, role and identity based access control, and audit logging ensure lab data compliance.
GDPR, SOC2 Compliant
Deliver condition-based monitoring, predictive maintenance
, predictive calibration, risk-Based Failure Mode analysis personalized training material
Enable new service tiers—health scoring, SLA guarantees, or remote and predictive calibration support—as paid features.
Monetize AI-assistants
Ideal for OEMs exploring remote diagnostics, predictive maintenance, or cloud integration strategy.
Get hands-on with our edge-to-cloud platform for one of your lab devices.
Scale across multiple instrument lines with white-labeled cloud and service revenue enablement.
Even if you’re just exploring digital services, we’ll map out where to start.

On-Device.ai delivers AI at the edge for laboratories, manufacturing plants, and industrial IoT environments. Our platform runs directly on your lab instruments, embedded controllers, and edge gateways, delivering real-time analytics, predictive maintenance, and reliability insights without the delays or compliance risks of cloud processing. From chemical testing labs to energy sector facilities and OEM-built devices, our on-device AI technology ensures your critical equipment performs at its best. By processing data locally — right where it’s generated — you gain instant feedback, reduce downtime, and maintain operations even in low-connectivity environments. Our AI-driven predictive maintenance models detect anomalies before they become failures, helping lab managers, reliability engineers, and operations leaders avoid costly unplanned downtime. With compliance-ready workflows designed for regulated industries, you can meet ISO, GDPR, and industry-specific standards while keeping sensitive data on-premises.
Key Benefits:
Whether you’re an OEM, a testing lab, or an industrial operator, On-Device.ai transforms how you collect, process, and act on your data — right where it matters most.