Skip to content
Back to Case Studies

Automotive Manufacturer

Pressing Shop Fault Prediction Cuts Maintenance Costs by 20%

20%
Maintenance cost reduction
20%
Press line idle time reduction
The Challenge

Pressing Line Failures Were Discovered Reactively, Causing Unplanned Downtime and High Repair Costs

The manufacturer needed to improve utilisation of pressing lines and predict necessary maintenance windows to reduce unplanned downtime and operational expenses. Reactive maintenance was costly and disruptive to production.
Our Approach

Anomaly Detection Platform Reads Sensor Data to Flag Impending Failures Before They Occur

Blindspot deployed their Anomaly Detection Platform (ADF) to analyse sensor data from production lines. The system identifies outliers and abnormal patterns that signal impending equipment failures, enabling proactive maintenance scheduling during planned downtime.
Results

Both Maintenance Costs and Press Line Idle Time Cut by 20%

Maintenance costs decreased by at least 20% and idle time on pressing lines was reduced by 20%. The predictive model detects maintenance needs in advance, allowing teams to act before failures occur rather than after.
Related

More Case Studies

Bednar FMT

Bednar FMT: AI Optimization of Production Planning Enabled Annual Revenue Growth of $1.9M

After transitioning to line-based manufacturing, Bednar FMT replaced hours of manual planning with a system that evaluates millions of scenarios in seconds — enabling one planner to do the work of three and unlocking $1.9M in additional annual demand.

$1.9M Potential revenue increase
Hyundai Motor Manufacturing Czech

Hyundai Saves 540 Thousand USD Annually with Optimized Production Scheduling and Paint Shop Operations

Smart scheduling algorithms eliminated paint shop inefficiencies and welding bottlenecks across a 1,400-vehicles-per-day production line, delivering $540,000 in annual savings with a 3-month ROI.

$540K Annual savings
Zuty

Zuty: Becoming the European Market Leader in Paint-by-Numbers, Diamond Painting, and Dot Painting Within One Week

Blindspot built three integrated systems — an internal operations platform, a computer vision design application, and a multi-market e-shop — enabling Zuty to add 7,000+ product templates in a week and dominate the European market.

7,000+ Templates added in one week
Next Steps

Want to be Our Next Success Story?

Our team of AI engineers and domain experts will work with you to understand your challenge, design a solution, and deploy it to production.

Start a Project Explore Our Services