Heavy Machinery Visual QA

Heavy machinery in mining, construction and industrial operations must perform reliably under demanding conditions. Small issues such as hydraulic leaks, frayed cables, corrosion or structural damage can quickly become costly failures, safety risks and unplanned downtime.

Yet many inspections still rely on manual checks completed under time pressure.

Tiliter Vision Agents help teams detect visible issues earlier using images captured from smartphones, drones or fixed cameras.

By turning routine photos into structured inspection data, teams can improve maintenance decisions without changing existing workflows.

What Tiliter Can Detect

• Hydraulic leaks, stains or fluid residue
• Rope and cable fraying
• Surface cracks or weld damage
• Corrosion and rust patches
• Impact dents or structural damage
• Signs of progressive wear over time

How It Helps

Catch Problems Earlier

Identify small issues before they become major failures.

Reduce Unplanned Downtime

Prioritise maintenance using image-based evidence.

Standardise Inspections

Apply consistent checks across teams, sites and shifts.

Improve Compliance

Generate timestamped inspection records for audits and safety reporting.

Save Technician Time

Focus skilled labour on genuine issues instead of repetitive visual checks.

Built for Existing Operations

Tiliter integrates with current workflows including:

• mobile photo capture
• inspection apps
• fleet management systems
• maintenance platforms
• dashboards and alerts

No specialist hardware or machine learning expertise required.

Example Use Case

An operator managing 120 machines across multiple remote sites could support weekly inspections using routine photos, reducing technician hours while detecting leaks, cable wear and component damage earlier.

Why It Matters

In environments where downtime can cost thousands per hour, early detection makes a measurable difference.

Tiliter Vision Agents help teams move from reactive maintenance to proactive control.