Factory Floor AI

Your quality floor never sleeps.

Autonomous AI agents that run inspection 24/7 — catching defects, predicting failures, and generating compliance reports without a human watching the line.

99.7% Detection accuracy
<50ms Edge inference
24/7 Autonomous operation
LIVE INSPECTION FEED — Line 4

Inspection is a checkpoint.
Intelligence is a system.

Manual inspection catches 70-85% of defects — and that accuracy drops 25-40% after the first two hours of a shift. Statistical sampling lets the rest escape. By the time a quality engineer sees a report, the damage is done: the recall, the chargeback, the customer lost.

SightLine AI replaces checkpoints with continuous autonomous intelligence. Every part. Every shift. Every time.

Human Inspection
78% avg accuracy
Drops to 60% after 2 hours
SightLine AI
99.7% accuracy
Consistent across all shifts
The System

Inspect. Predict. Act. Report.

Four autonomous capabilities working together — no human monitoring required.

01

Inspect

Edge-deployed AI vision runs on every unit at line speed. Sub-50ms inference. Detects surface defects, dimensional deviations, assembly errors — down to 50 microns.

02

Predict

Connects inspection data to upstream process parameters. Traces rising defect rates to temperature drift, tooling wear, or batch variation — before the defect spreads.

03

Act

Autonomous line holds, process adjustments, and reject gates — triggered by AI decisions, not human judgment. Integrates with your SCADA and PLC.

04

Report

Every decision logged with image, timestamp, and disposition. Complete audit trail for ISO 9001, IATF 16949, FDA 21 CFR Part 11 compliance. Exportable on demand.

Numbers from real deployments

37%
Defect reduction
Average across automotive, electronics, and precision manufacturing deployments
$2.8M
Annual savings
Eliminated warranty costs, scrap reduction, and inspection labour on a single line
6-8 wks
To full deployment
From camera install to validated production model — no computer vision specialists needed
374%
3-year ROI
Documented across 50+ plant deployments. 7-8 month payback on initial investment.

"Every factory floor has a version of this story: a defect that escaped, a customer that complained, a recall that cost millions. SightLine AI ensures it never happens again."

Your factory produces defects
right now that no one is seeing.

SightLine AI catches them all — in real time, at full speed, 24/7. No cameras warming up. No inspectors fading. Just continuous, precise quality intelligence running on every part that leaves your floor.

The factory floor that never stops paying attention
is the one that wins.