Anomaly Detection
AI-Powered Acoustic & Vibration Analysis for Intelligent Manufacturing and Automation
A Smarter Approach to Industrial Inspection
Traditional inspection methods rely on manual listening, simple thresholds, or vibration metrics — often resulting in inconsistent quality, high false alarms, and long project timelines. Cochl.Sense Anomaly Detection learns from customer-specific sound and vibration data, adapting to unique equipment, operating conditions, and environments to deliver reliable inspection results.
- Production lines
- 24/7 critical equipment
- Noisy factory environments
- Mechanical components
Cochl.Sense Anomaly Detection for Your Unique Environment
DISCUSS YOUR USE CASE
Solutions
Turnkey Inspection System
A comprehensive deployment package that includes deep learning software, sensors (microphones/vibration), DAQ modules, and industrial-grade PCs. This all-in-one system is engineered for immediate installation on the production floor.
Rapid Deployment- All-in-One
- Production-Ready
Portable Diagnostic Unit (PDU)
A mobile, handheld solution designed for technical teams to perform on-site spot-checks of machinery health. Whether equipment is in full operation or during planned downtime, the PDU provides high-performance acoustic and vibration diagnostics across various locations.
- Portable & Handheld
- On-Site Diagnostics
- Rapid Spot-Checks
PLC Integration
Directly synchronize inspection outcomes with product IDs and automated workflows through PLC (Programmable Logic Controller) integration. This allows for automated defect classification and persistent logging, ensuring that every inspection result is seamlessly recorded within the existing manufacturing ecosystem.
- Workflow Synchronization
- Product-Level Traceability
CAPABILITIES
Acoustic and vibration data, turned into quality decisions and maintenance actions
Real-time Inspection and History
Access real-time inspection results, defect statistics, and historical logs through PLC integration and a customized dashboard.
Detailed Defect Analysis
Review detailed inspection data and replay abnormal events for verification and root-cause analysis.
Fast Setup
Delivers immediate value without the need for prior model training or long data collection periods.
Continuous Learning
Supports both manual and automated model updates, allowing the system to improve accuracy as new data is collected.
Sensitivity Control
Detection sensitivity can be adjusted through parameter settings, with all changes logged for traceability and quality assurance.
BENEFITS
Monitor, detect, and diagnose — using the sound and vibration your machines already produces
Built for real-world operations
Designed to perform reliably across noisy, uncontrolled factory environments and actively operating machinery.
Minimal data requirement
Delivers high-performance detection even with limited defect samples, enabling faster deployment.
Non-intrusive
Operates using external sound and vibration sensors without requiring changes to existing equipment or processes.
IMPLEMENTATION
From initial data collection to production deployment, we support you every step of the way.
LET'S TALK
Talk to an expert
- CONTACT US