
Overview.ai designs and develops industrial inspection systems powered by deep learning and AI vision transformers. Their core product, the OV20i AI Vision System, offers high accuracy for…

Overview.ai designs and develops industrial inspection systems powered by deep learning and AI vision transformers. Their core product, the OV20i AI Vision System, offers high accuracy for…
Core product: OV20i AI Vision System and OV10i/OV80i edge cameras with the Snap software platform
Focus: Industrial AI-powered machine vision for manufacturing quality inspection (edge/on-premise)
Founders: Christopher Van Dyke, Austin Appel, Russell Nibbelink (former Tesla manufacturing leaders)
Founded: 2018
Funding signals: Backed by investors including Y Combinator, Bain Capital Ventures, Blumberg Capital, Alumni Ventures, Castor Ventures
Manufacturing quality inspection and defect detection in automotive, electronics, pharmaceutical, and industrial manufacturing.
2018
Automation Machinery Manufacturing
Multiple rounds listed publicly; Crunchbase shows 2 funding rounds with latest labeled Series A
Latest round labeled Series A; company lists investors including Y Combinator and Bain Capital Ventures among others
“Backed by Y Combinator, Bain Capital Ventures, Blumberg Capital, Alumni Ventures, Castor Ventures, and others”
About Overview.ai Overview.ai is bringing the cutting edge of AI computer vision to manufacturing—solving inspection problems that were previously not solvable with traditional machine vision. We’re a full-stack company: we deploy GPU-powered cameras on production lines, run inference on the edge, and operate a platform that supports large fleets of devices deployed across the world.
We’re growing extremely fast. Our customers love the product because it works —high accuracy, fast deployment, and an operator-friendly experience that makes real factory rollouts possible (not just pilots).
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What You’ll Own Controls + line integration (core of the job)
○ EtherNet/IP, PROFINET, Modbus, OPC UA (and real-world variants)
○ double triggers, missed triggers, trigger bounce, incorrect edge detection, latency/jitter, inconsistent handshakes
○ packet loss, unstable links, IP conflicts, switch configuration issues, grounding/noise coupling, cable quality, EMI, misconfigured QoS/VLANs (where applicable)
○ interpret and modify ladder logic / structured text (as needed) to stabilize integration and performance
○ wiring patterns, sensor conditioning recommendations, network topologies, validated PLC templates, commissioning checklists
Electrical + signal integrity debugging (hands-on)
○ NPN/PNP sensors, pull-ups/pull-downs, filtering/debounce, shielding/grounding, noise mitigation
○ voltage levels, signal bounce, timing alignment, interference, poor grounding, intermittent connections
Field leadership + customer trust
○ reproduction steps, logs, electrical measurements, network symptoms, PLC state, and recommended fixes
Required What we’re looking for
○ EtherNet/IP, PROFINET, Modbus, OPC UA (practical troubleshooting, not just theory)
○ multimeter + oscilloscope competence, reading schematics, signal conditioning, EMI/noise intuition
Traits that matter (we screen hard for these)
Why Overview.ai (why top candidates join)