How does CrowdANALYTIX help with manufacturing?
CrowdANALYTIX applies the latest in data science to achieve your automation and cost reduction goals. Our solutions are deployed on a secure, scalable server and integrated via APIs. Our consultants first understand your business challenges and then custom-build a scalable solution by selecting the best models, enabled by our community of over 25,000 data scientists.
What are the benefits of working with CrowdANALYTIX?
Many AI and digital transformation initiatives fail for three primary reasons:
1) Business challenges are not translated correctly into data science problems;
2) Data is not structured and is not ready for analytics;
3) Not enough is done to eliminate biases and arrive at an optimal solution.
Our unique approach has helped several global enterprises avoid these failure points and successfully scale AI solutions.
Our 4-week program explores your unique business challenges and delivers a customized AI roadmap. Achieve AI-driven business growth via improved efficiency and new revenue streams.
You accumulate terabytes of content in the form of images, videos, audio and text. We auto-tag these documents so that you don’t need to do so manually.
Our custom platform to build, manage, and deploy a suite of AI models for your business DevelopX handles everything needed to maintain relevant, profit-boosting, swift AI models.
Making your internal models API enabled and auto-scaling. Continuous monitoring and optimization is part of the package.
How it works
Our four step process starts with defining your AI roadmap and ends with maintaining and tuning your production solutions.
We evaluate your current data and business challenges to prioritize the areas that can yield the highest, fastest ROI. We can take your business all the way from mapping out an AI strategy and structuring data, to building, managing, and deploying the most complex AI solutions.
Data is handled securely either within your premises or with appropriate anonymization and encryption.
Detect production faults early, prevent down-times and develop digital twins of each product to maximize value from production to after-sales support.
Predict Manufacturing Quality
Predict the quality of product early in the manufacturing process to minimize waste.
Analyze various performance factors of a particular product or manufacturing machine to predict points of failure before they happen.
Digital Twin Development
Develop digital twins of each individual product, manufacturing equipment and process to analyze performance and automate processes.
Order to Cash Prediction
Predict when an order is expected from a particular customer and minimize the time to deliver and receive cash.
Automatic Should-cost Determination
Analyze machine drawings to automatically perform a should cost analysis for manufacturing parts.
Autonomous Master Data Management
Automatically extract structured tags, attributes from unstructured data like images, videos, audios and text.
Based on analysis of usage and failure points optimize warranty price and term of products.
Predict Spare Parts Demand
Predict demand for spare parts based on data from sensors and other IoT devices and analyzing performance of various products in the field.
Case studies: Manufacturing
Top US Control Systems Manufacturer
Analyze data from flight data recorder to help reduce fuel costs of short- haul flights and provide insights on the factors most responsible for that reduction in costs.
Top Japanese Manufacturer
Automatically extract product attributes from engineering drawings to reduce time and cost of data creation.
Top European CPG Brand
Predict orders by product and customer for over a billion products sold every year and use the top predictors to optimize the order to cash process.
Top 3 Global Pharma
Analyze Phase II clinical trial data for a COPD drug and design the parameters of Phase III trials to minimize clinical trial costs.
Top US Cement Manufacturer
Predict the quantity of lime in cement early in the manufacturing process to minimize wastage.