Wastewater Monitoring

Detect wastewater foaming, oil films, and turbidity with existing cameras.

ABYSS analyzes camera footage from DAF units, wastewater pits, treatment tanks, and cooling-water processes. It helps teams move from periodic visual patrols to continuous monitoring of visible fluid anomalies.

industrial wastewater treatment and refinery facility

24/7

Monitoring

PoC

Video First

AI

Fluid Vision

visibility

Operational Challenge

Wastewater anomalies can change quickly. Foaming, oil films, turbidity, floating matter, and liquid-level changes are often checked by human patrols, while some locations remain difficult to instrument.

warning

Target Anomalies

  • Foaming and foam volume changes
  • Oil films, scum, and floating matter
  • Turbidity, color changes, and stagnant flow
  • Liquid-level changes and overflow precursors
model_training

How ABYSS Detects

ABYSS compares normal and abnormal visual states from existing cameras or recorded footage, then applies fluid-specialized AI to detect scene changes that are hard to capture with conventional sensors.

PoC Flow

Start with recorded video, then design the alert workflow.

The first step is not a large system rollout. We check whether the target anomaly is visible and whether the current camera conditions are usable.

01

Review target scenes

Identify the wastewater pit, DAF unit, treatment tank, cooling-water channel, or other camera scene to monitor.

02

Validate with footage

Use existing video to test whether foaming, oil films, turbidity, or liquid-level changes can be detected reliably.

03

Define alert operations

Decide who receives alerts, what threshold matters, and how the detection should fit the facility workflow.

FAQ

Frequently Asked Questions

Can we start with existing cameras?

Yes. We first check camera angle, lighting, resolution, and contamination risk. Recorded footage is enough for an initial validation.

Is this only for wastewater?

No. The same approach can apply to chemical, food, pharmaceutical, river, and disaster-monitoring scenes where fluid states are visible.

Want to test ABYSS on wastewater footage?

Download the deck or schedule a meeting to review your target scene and first validation path.