Chemical & Materials Process Monitoring

Use existing cameras to review visible process-fluid changes.

ABYSS turns camera footage into a visual review layer for mixing, foaming, liquid level, wet spread, surface-state changes, and leak candidates. It helps operations, maintenance, and EHS teams focus on the footage that needs human review.

ABYSS supports review, notification, and record workflows. It does not automate final safety, process, or compliance decisions.

ABYSS visual fluid AI interface for chemical process fluid monitoring

Mixing

Surface motion

Foam

Visible anomaly

Wet spread

Review candidate

Use cases

A visual layer for process scenes operators already inspect.

Tanks and reactors

Review visible mixing, foaming, surface movement, stagnation, liquid level, and color appearance in scenes where cameras can see the liquid.

Equipment areas

Review wet spread, dripping candidates, abnormal inflow, floor reflections, and surface changes near pumps, pipes, and drains.

Records and alerts

Candidate frames, timestamps, and event summaries can support maintenance review, EHS checks, and operational records.

PoC design

Keep the first validation narrow enough to be useful.

ABYSS is strongest when the target change is visually understandable. The first meeting does not require plant footage or drawings. We start with one asset, one visible change, and one operator action; NDA-protected video validation can follow when the scene is ready to review.

Start with the process scene that operators already watch.

ABYSS can evaluate whether existing footage is a practical visual monitoring input for that scene, without expanding the first PoC beyond what the camera can actually show.