The world's first sound-based AI Multi-Agent system for Advanced Quality Control and Predictive Maintenance
iDetect-4.0
Hi there !
Looking to improve your production efficiency with AI?
Leading manufacturing companies struggle with costly Big Data services, at the risk of compromising the control, profitability and scalability of their initial investment.
As for medium-sized companies ? They're watching the train pass ! ... because these investments are far too costly.
We have the solution!
Or rather, we've turned this world of AI experts into a product: iDetect-4.0, whose efficiency and simplicity are attracting more and more fans.
Join them! Here's a sneak preview.
Alain Fanet
CEO
- Challenges
- Solution
- How it works
- Benefits
Industry Challenges
To deploy AI Deep Learning in Production
... due to large datasets required
... Edge AI models experience performance drift due to unexpected field changes.
... As result, less than 10% of industrial AI projects progress beyond the Proof of Concept (PoC)
faster than competive solutions
Our Edge AI Learns ...
An innovative algorithm, learning "in-context", our AI solution dynamically adapts to changes and variations locally (on the device) in real time (seconds), adapting to model drift, generalizing to different data types and learning efficiently from limited live data captured, without relying on a large-scale data infrastructure at the edge.
Step 1: Small Data Collection
The system collects automatically few (tens) live data from machines and sensors.
Step 2: Automatically build the AI deep learning model
Our cutting-edge AI algorithm, automatically, creates Deep Learning model and turn it in production in second.
Step 3: Continuous Model Performance improvement
DavinSy works with professionals or machines in real-time to adapt to unexpected changes, rebuilding models directly from the device
Reduced project launch risk
Greater Economic Efficiency
7x Net Profit Increase
Increasing the value of data of interest directly in the field
90% of raw data volume can be reduced by DavinSy at the Edge
Valuing human expertise
Maximize model performance by drawing on the best professional know-how.
What we do
Thanks to our groundbreaking deep learning engine, we met these challenges with a simple and effective solution: iDetect-4.0. This is the world's first AI sound-based solution that provides manufacturers with a comprehensive approach compatible with multiple manufacturing sectors.
Our innovative AI multi-Agent solution enables early detection of faults or degradations that may not be visible to the naked eye. By identifying sound issues proactively, iDetect-4.0 allows for timely interventions, continuously enhancing production efficiency while minimizing downtime and costly repairs and defects.
Our Product Offering
iDetect-4.0
AI-based Quality control, predictive maintenance, read more...
iDetect-4.0 offers advanced quality control and predictive maintenance capabilities through AI Multi-Agent sound based system. This AI operating system is designed to run seamlessly on Edge industrial PCs, offering advanced capabilities in maintaining deep learning AI models, managing data of interest and supporting quality processes. Each operating mode (quality, maintenance) is powered by a dual deep learning AI Agent (DavinSy). One creates deep learning models used in production, and the other continuously improves model performance based on corrections made by the operator and validation by the quality engineer. Ultimately, iDetect-4.0 empowers autonomous Machine Learning Operations (MLOPs), eliminating the need for additional infrastructure while significantly enhancing manufacturing processes.
DavinSy AI Operating Agents
Orchestrate entire AI workflow and ressources, read more...
Those Agents are operating as a suite of micro-services, up to five DavinSy Agents to orchestrate the entire AI workflow, tailored for classification and pre-processing for extraction features using Sound Analysis. These agents function autonomously and can dynamically create AI models from live data, in seconds.
Maestro Platform
Streamlines design, deployment, and monitoring, read more...
A configuration platform designed to streamline the design, deployment, and monitoring of IDetect product deployed. The configuration is done through a user-friendly, no-code approach. All features ensure the adaptability of iDetect-4.0 across diverse machines and environments, enabling swift model porting and adaptation within a matter of days. Maestro lets you create collaborative workspaces and shared projects between internal departments, with different rights for different members, but also including third-party external professional services.
Unique Selling Points
Adaptability and Scalability
Adaptable to Diverse Machinery and Environments: Our multi-AI-agent sound processing system adjusts models rapidly, ensuring continuous adaptation without machine downtime
Fast Track to Operational Performance
Rapid Onboarding: Starts with Few Sound Records or No Data and achieves operational performance within days, boasting 98% accuracy, 0% false negatives, and less than 2% false positives.
Cost-Efficient Edge Architecture
Cloud-Free Architecture: Enhances Data Confidentiality and Security.
Qualitative Dataset Generation: Optimizes Storage and Reduces Raw Data Volume.
Productive & Collaborative Digital Workspaces
Collaborative Software-as-a-Service: Seamless Integration with Existing IT Infrastructure.
No-Code Configuration: Easily configure data acquisition, signal processing, modes, user access, and operator interface, facilitating efficient Design & Performance Tuning Phases.
Business Model and Client Benefits
Maestro is a subscription-based SaaS, and deployment of iDetect 4.0 is license-based.
Significant Reductions in Deployment Time and Costs: Achieve a 3x reduction in time and costs-to-deploy.
Enhanced Data Management: Benefit from a 90% reduction in raw data volume and keep data of interest.