Skip to content
Start a projecttafseel@walqalum.com

AI Agent Development & Engineering · Dubai · Sharjah · UAE · 06 / Industries

Manufacturing

Inspection, maintenance and reporting.

THE GROUND

Quality inspection, maintenance forecasting and shop-floor reporting on data that was never collected for AI.

On a production line the expensive failures are the ones found late — a defect that leaves the building, a machine that stops without warning, a document nobody could locate during an audit. Most of it is visible in data the plant already produces. The difficulty is that the data arrives faster than anyone can look at it, and it stops being useful the moment it goes stale.

WHAT GETS IN THE WAY

Where the work stalls.

01

Inspection at line speed

Visual checks that have to keep pace with the line, stay consistent across shifts, and be defensible when a batch is questioned.

02

Unplanned downtime

Signals that a machine was going to fail, present in the telemetry, read only after it did.

03

Documentation under audit

Specifications, batch records and change history spread across systems and binders, needed quickly and rarely findable quickly.

WHAT WE BUILD

Built for this sector.

Visual line inspectionDefects detected and classified in-line from the cameras you already have, with the image and reason kept for every call.
Defect reportingFindings aggregated into the patterns behind them, so the line is corrected rather than the units re-sorted.
Technical document retrievalSpecifications and procedures answered from your own controlled documents, with the clause and revision cited.
Maintenance supportTelemetry watched for the patterns that preceded past failures, surfaced as a ranked list for the maintenance team to judge.

MEASURED

What it changed.

Figures from the projects on this page, as reported by the teams running them.

70%

Lower render spend

12×

Peak throughput

5×

Earlier detection

30%

Less rework

01 / Selected work

In this sector.

All work

02 / Other sectors

03 / Get in touch

Tell us what your sector makes expensive.