Whitepaper
Visual AI for industrial wastewater monitoring.
A practical whitepaper on using existing cameras as visual fluid sensors for wastewater operations. It explains where camera AI complements sensors, what visible anomaly candidates can be reviewed, and how to design a narrow PoC.
Core message
Existing cameras become visual fluid sensors.
Inside the whitepaper
Built for technical buyers and media references.
Sensor complement
How values from sensors and scene context from cameras work together.
Visible anomalies
Foam, scum, oil-film candidates, turbidity appearance, level change, and flow behavior.
PoC checklist
Camera angle, glare, night visibility, normal/abnormal clips, and workflow fit.
Scope boundaries
What ABYSS can support, and what remains validated measurement or human judgment.
Use it for Digital PR
A linkable asset before outreach.
This whitepaper gives editors, analysts, automation media, and wastewater operators a non-sales reference. It keeps the ABYSS position conservative: visual review support, not official measurement replacement.
Need to evaluate a camera-based wastewater PoC?
Start with the whitepaper, deck, or a 30-minute application discussion. Initial discussion does not require footage or drawings.