Industrial IoT & Edge · Beneath the AI

Give your machines a voice, and your AI something to listen to.

Sensor, PLC and machine connectivity — the data layer AI runs on. We connect devices, assets and systems for real-time monitoring and predictive intelligence, from sensors on the shop floor to edge gateways to the dashboards and AI models that act on the data.

Plan an IoT pilot What we do

1 · SHOP FLOOR Illustrative

CNC 04 Spindle temp

Pump 2 Vibration rising

Conveyor B Motor current

2 · EDGE GATEWAY

Filter · local AI · alert in milliseconds Pump 2 anomaly flagged

3 · CLOUD & BUSINESS SYSTEMS

Live dashboard

Failure prediction

Work order in ERP

The challenge

Your equipment knows when it’s about to fail. Nobody’s listening.

Machines produce constant signals — temperature, vibration, current, cycle counts — but most of it is never captured, or sits in isolated controllers. Without that data, maintenance stays reactive and AI has nothing to learn from.

What we do

From sensor to decision.

Sensors and connectivity

Select, install and connect sensors to new and existing equipment.

Edge gateways and edge AI

Process data on site for instant alerts, even when the connection drops.

Condition monitoring

Live views of machine health, with thresholds and alerts your team can trust.

Predictive maintenance

AI models that flag likely failures early, so you fix them on your schedule.

Energy monitoring

Track power use by line, machine or shift and find waste.

Asset tracking

Know where tools, pallets, vehicles and equipment are, in real time.

Business system integration

Machine events become work orders, quality records and inventory updates.

OT security

Secure device networks and monitoring for threats, with our AI Security practice.

Where it pays off

Start with one line, one asset class, one problem.

We recommend a focused pilot on the equipment that costs you most when it stops, then scale what works.

Unplanned downtime Motors, pumps and compressors CNC and production lines Cold chain and storage Fleet and yard assets Energy-intensive processes

LET'S TALK

Start with an AI readiness conversation.

Tell us what you'd like AI to change in your business. We'll come back with an honest view of where to start — and where not to.

info@seashore.solutions +1 737-293-2589 Austin, TX