Technology

Fluid behavior AI, not generic object detection.

ABYSS is a visual fluid AI that reads motion, surface-state change, foam, scum, oil-film candidates, turbidity appearance, level change, and early abnormal signs from video. The core message is simple: existing cameras can become visual fluid sensors after scope validation.

Reads change over time

Vectors, surface patterns, visible change, and review candidates.

What it reads

ABYSS treats video as a time-series process signal.

Motion and flow behavior

Flow direction, surface speed change, stagnation, turbulence, ripples, recirculation, and abnormal movement candidates.

Surface-state change

Foam, scum, floating matter, sheen, oil-film candidates, turbidity appearance, and color or brightness shifts.

Operational context

Camera review, notification candidates, evidence frames, and records are connected to how operators act on the finding.

Boundary

The goal is not to make broad AI claims.

ABYSS is strongest when the target is specific: one asset, one visible anomaly, one operational decision. It should not be positioned as a universal AI that can infer every water quality or safety outcome from any camera.