Available in Q2 2026

AI Vision That Catches Label Errors Before They Ship.


Real-time, camera-based label inspection that helps food and CPG manufacturers catch misprints, mismatches, and missing information before product leaves the line — without PLC integrations or complex setup.

Join the waitlist to get early access before we launch.

Join

1

+

others on the waitlist

Frequently Asked Questions

Common questions from QA and operations teams.

How does SightFlow fit into our existing production line?

SightFlow installs as a camera-based monitoring system alongside your line. It does not require PLC integration, line stoppages, or changes to existing equipment.

Does this stop the line or automatically reject product?

No. SightFlow is designed as a monitoring and alerting system. It flags potential label issues in real time without stopping the line or taking control of equipment.

What types of label errors can SightFlow detect?

SightFlow can identify issues such as incorrect labels, missing labels, misprints, wrong SKUs, and other visual inconsistencies based on your approved label standards.

How long does setup and initial training take?

Initial setup typically takes less than a day. Model fine-tuning and validation are handled remotely using sample label images and early production data.

Do we need automation engineers or vision experts on staff?

No. SightFlow is built for QA and operations teams without dedicated automation or computer vision expertise. Our team handles configuration and ongoing tuning.

Who is SightFlow designed for?

SightFlow is built for mid-market food, beverage, and CPG manufacturers that want automated label verification without the cost, complexity, or long timelines of enterprise vision systems.

How does SightFlow fit into our existing production line?

SightFlow installs as a camera-based monitoring system alongside your line. It does not require PLC integration, line stoppages, or changes to existing equipment.

Does this stop the line or automatically reject product?

No. SightFlow is designed as a monitoring and alerting system. It flags potential label issues in real time without stopping the line or taking control of equipment.

What types of label errors can SightFlow detect?

SightFlow can identify issues such as incorrect labels, missing labels, misprints, wrong SKUs, and other visual inconsistencies based on your approved label standards.

How long does setup and initial training take?

Initial setup typically takes less than a day. Model fine-tuning and validation are handled remotely using sample label images and early production data.

Do we need automation engineers or vision experts on staff?

No. SightFlow is built for QA and operations teams without dedicated automation or computer vision expertise. Our team handles configuration and ongoing tuning.

Who is SightFlow designed for?

SightFlow is built for mid-market food, beverage, and CPG manufacturers that want automated label verification without the cost, complexity, or long timelines of enterprise vision systems.