Process Monitoring with Computer Vision
Process monitoring with computer vision for water treatment.
ABYSS helps water treatment and wastewater teams review visible process changes from existing camera footage: foaming, turbidity, surface films, liquid-level changes, and flow behavior.
Video
Existing cameras
PoC
Site footage
AI
Visual review
Industrial process monitoring camera
Use cameras near tanks, pits, channels, DAF units, and cooling-water areas as a visual review source for process monitoring.
Water treatment video analytics
Surface visible process changes in foam, turbidity, surface films, liquid levels, and flow before deciding alert thresholds.
Bounded validation
ABYSS is a visual signal layer. It should be validated against site footage and combined with sensors when physical measurements are required.
Where it fits
Add a visual layer to the process data operators already use.
Most process monitoring programs already have operators, sensors, alarms, and dashboards. ABYSS adds camera-based evidence for visible changes that are hard to express through one point sensor.
Good starting scenes
- DAF foam growth and surface behavior
- Wastewater pit turbidity or color changes
- Oil-film-like reflection changes
- Liquid-level and overflow precursors
What needs separate data
- Exact flow rate, concentration, or water depth
- Vibration, pressure, and internal equipment state
- Regulated release decisions without human review
- Scenes where the target change is not visible
PoC Flow
Validate the process signal before a monitoring rollout.
Review recorded footage
Confirm that normal and abnormal process states are visible from the current camera angle.
Separate usable signals
Check whether lighting, reflection, occlusion, and operating variation allow practical visual review.
Define review operations
Set when operators should review footage, what needs escalation, and which sensor data should be referenced.
Video Validation Package
Scope the first process-monitoring question before sharing footage.
The fastest path from an ad click to a qualified PoC is not a generic product demo. It is a short application meeting to clarify the target process change, the current operator decision, and whether footage can be reviewed after NDA.
Useful footage
A few normal clips, one or two clips with the target change, camera location, time of day, and lighting conditions.
Operator criteria
What the team wants to review: foam growth, turbidity change, level shift, surface film, or flow behavior.
Reference signals
Any sensor, lab, SCADA, inspection, or operator note that helps distinguish true process changes from visual noise.
PoC decision
A clear next step: footage-only validation, a limited site PoC, or a decision that the current camera view is not enough.
Evaluate visual process monitoring for your site.
Start with recorded video and define what ABYSS should surface for operator review.