Maximize Production Efficiency and Reduce Costs
In manufacturing processes, optimizing the quality of produced goods plays an essential role towards lowered costs and improved efficiency. The Dataiku Solution for Production Quality Control comes with a ready-to-use dashboard to follow your production. With this solution, easily identify anomalies and explain the root causes of your production issues with explainable ML, and move to near real-time improvements with streaming and notification capabilities.
Improve Production Efficiency With AI
Adapt a structured, comprehensive flow to existing manufacturing processes by ingesting all relevant enterprise, operational, and external data. Then, improve production efficiency by training and deploying continuously updated AI models.
Follow Production Near Real-Time
Give AI-powered insights to production engineers and quality engineers with a business-friendly Production Quality Dashboard. Run on your existing processes and track the factors with the highest impact on production quality.
Understand Production Anomalies
Use fully-explainable AI models and what-if analyses to simulate different operating conditions. Get clearer understanding of the most important production parameters with root cause analysis of production defects.
Generate Triggers and Send Alerts
Set fully customizable triggers to track production processes in near real time. Use them to create and send alerts to operators on internal communication platforms like Microsoft Teams and Slack.
Quickly Correct Production Issues
Give operators the chance to act early in the process by detecting changes in production, then leverage Dataiku streaming functionality to raise alerts on current operations. Shift from anticipated production quality detection and move from reactive to real time.
Answer Key Quality Control Questions
The Dataiku Solution for Production Quality Control helps answer a broad range of questions like:
- How do I track production quality changes over time?
- How can I make sure I am using all available production data?
- How can I better understand production defects and what adjustments need to be made?
- How can I improve collaboration between analysts, production engineers, and operators?
- How can I build in better lead time when quality issues are detected?
Get Quality Control on Track
Improve the tracking of key manufacturing processes, and move towards embedding AI to adjust in near real time. Ensure high quality manufacturing through process improvement and engineering with Dataiku.
The Total Economic Impact™️
Of Dataiku
A composite organization in the commissioned study conducted by Forrester Consulting on behalf of Dataiku saw the following benefits:
reduction in time spent on data analysis, extraction, and preparation.
reduction in time spent on model lifecycle activities (training, deployment, and monitoring).
return on investment
net present value over three years.
