Autonomous Maintenance Agent

Your machines already know when they're about to break.

SightLine connects to your existing PLCs and sensors. No new hardware. An AI agent that learns your equipment, predicts failures, and acts before downtime hits.

$17B
Market size 2026
82%
Factories still reactive
30-50%
Downtime reduction
24/7
Autonomous monitoring

Unplanned downtime costs manufacturers $50B/year.

Most factories run maintenance on a schedule or wait until something breaks. Both are wasteful. Scheduled maintenance replaces parts that still work. Reactive maintenance shuts down production lines for hours or days.

The data to prevent this already exists in your PLCs, SCADA systems, and sensors. It's just trapped.

$260K
Average cost per hour of unplanned downtime in manufacturing
15-40%
Maintenance budget wasted on unnecessary scheduled repairs
3-5x
Cost multiplier for emergency repairs vs. planned maintenance
0%
New hardware required. SightLine uses what you already have.
How It Works

Connect. Learn. Act. Three steps to predictive operations.

01

Plug into your floor

SightLine connects directly to your existing Siemens, Allen-Bradley, or Modbus PLCs. SCADA, OPC-UA, MQTT. No rip-and-replace. No new sensors. Your data, finally unlocked.

Zero hardware cost
02

Learn your machines

The AI agent builds a persistent model of each machine's behavior. Vibration patterns, temperature curves, power draw signatures. It remembers. It gets smarter every shift.

Persistent memory
03

Act before failure

Not just alerts. SightLine autonomously creates work orders, recommends parts, schedules repairs during planned downtime, and tracks resolution. An employee, not a dashboard.

Agentic AI
Why SightLine

Built by someone who's actually programmed a PLC. That changes everything.

Sensor-agnostic

Works with your existing PLCs, sensors, and SCADA systems. No proprietary hardware required. Connect what you have, start seeing results.

vs. Augury and Tractian requiring proprietary sensors

Agentic, not passive

Goes beyond dashboards and alerts. SightLine acts. Creates work orders, schedules repairs, and learns from outcomes. It's a maintenance engineer, not a monitor.

vs. tools that dump alerts nobody reads

Persistent memory

Every failure pattern, every anomaly signature, every machine quirk gets stored and learned. SightLine doesn't start fresh. It compounds knowledge across shifts, months, years.

vs. stateless analytics that forget everything

Mid-market pricing

Enterprise AI maintenance platforms cost $500K+/year. SightLine is built for the 200,000+ plants running between 50-500 employees who need this most and can afford it least.

vs. C3.ai and IBM Maximo enterprise-only pricing

The best maintenance team is the one that never gets called.

SightLine watches your machines so your team can focus on production, not firefighting. The factory floor is about to get a lot quieter.