LinePulse

You Bring the Haystack, We'll Find the Needles

Identify anomalies in production data and catch defective assemblies before they reach the end of the line.

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Forged from Experience

LinePulse is built with domain knowledge acquired through an extensive history of working with datasets from transmissions, axles, gearboxes, engines, etc., giving it a decisive edge in automotive applications compared with generic "AI" solutions.

Driven by Data

Acerta maintains the industry's largest anonymized database of automotive products, processes, and failure modes, giving our data scientists a head start on any automotive dataset. We deliver results in weeks, not months.

Iterative Improvement

LinePulse is getting better every day. Acerta's data scientists are constantly updating and adding to our machine learning model library, ensuring that LinePulse will continue to deliver the highest levels of accuracy and precision.

LinePulse Modules

Smart Line Analytics

Enhance Data Visibility

Smart Line Analytics

"...reduced time for root cause analysis from 2 weeks to 1 hour."
"...eliminated 99.75% of signals requiring manual investigation during RCA."
Learn How

Intelligent Component Selection

Optimize Throughput

Intelligent Component Selection

"...achieved a 65% reduction in failure and rework rates, leading to a significant improvement in FTT and cost reductions for the client."
Learn How

Advanced Anomaly Detection

Maximize Quality

Advanced Anomaly Detection

"...detected 40% of gearboxes that passed EOL but failed under warranty."
"...achieved a 0% false negative rate and <1% false positive rate."
Learn How

Case Studies

Faulty Transmissions

Smart Line Analytics reduces signals requiring manual investigation for root cause analysis by 99.75%.

EPS Vibration Testing

Smart Line Analytics identifies faulty electric power steering systems with a false negative rate of 0% and false positive rate of <1%.

Engine Failures (Misfires)

Smart Line Analytics extracts 91% of engine misfires from historical data after less than a week of training.

AI-Driven Assembly

Intelligent Component Selection during assembly reduces failure and rework rates by 65%.

Engine Failure Modes

Advanced Anomaly Detection predicts engine failures with 93.3% accuracy, enabling technicians to identify and diagnose issues more quickly.

Predicting Gearbox Failures

Advanced Anomaly Detection identifies gear tooth fractures that were not detected during End of Line testing, saving €2M in warranty costs.

How can we Help?

Contact Info

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