We offer a user-friendly platform for real-time decision-making. No experience is required. No coding is necessary. Plat AutoML bridges the gap between complex machine learning and those without data science experience. Use it to get modeling and analytical solutions without writing a single line of code.
What is AutoML?
Plat AutoML is a real-time, automated machine-learning tool that offers modeling and analytical solutions. That’s without you needing to write a single line of code.
With AutoML, you can send a request to the model, which will respond with a probability and score – all through an easy-to-use, point-and-click platform. Our codeless modeling platform can help you learn about your business, improve your targets, and optimize your campaigns.
With AdvancedML, our team handles the end-to-end modeling and deployment process for you. Plat.AI’s data scientists design, develop, and deploy a model tailored to the specific needs of your business or product. We work under tight timelines so you can see and act upon results as soon as possible.
Why Choose AdvancedML?
We recommend AdvancedML service when:
Your dataset or problem is intricate and requires a precise and customized approach.
Your in-house data mining capacities or expertise are insufficient for your modeling goals.
You have data but do not know how to utilize it for improved business outcomes.
You have not adequately defined your business problem and modeling objectives.
You would like to outsource your data modeling processes.
Full flexibility to extract maximum insight for complex problems or datasets
No need to recruit an in-house data team for a time-bound project
No involvement in the modeling or deployment processes
Easy API integrations with your current systems and teams
Real-time predictions and model monitoring
Scalable infrastructure that delivers stable performance and lower latency
Limitations of Plat’s AdvancedML
AdvancedML has no specific limitations. Its flexible approach lets you realize the full potential of advanced machine learning, leveraging your data to its fullest potential.
Examples of AdvancedML Applications
No limitations mean deeper insight into your data. Here are industry-specific examples of the power of AdvancedML:
Marketing:forecast sales and maximize profits and customer satisfaction.
Manufacturing:forecast delivery delays, estimate seasonal demand, control product quality, enable predictive maintenance, and minimize overall production costs.
Agriculture:analyze field satellite images to accelerate crop quality prediction and determine optimum irrigation patterns.
Medical:increase early stage detection and diagnosis of liver and kidney ailments, diabetes, and oncology, which significantly raises the chances of successful treatment. Also, forecast deterioration in patients who are already ill.
Financial:detect credit card fraud, run risk assessments, and conduct real-time investment gain and loss predictions.
Here is a specific case study of AdvancedML in the financial industry:
ProblemThe lender had a risk problem with real-time incoming loan applications, resulting in a high rate of defaults. We aimed to develop a machine-learning scoring model to minimize the default rate without diminishing the traffic rate.
SolutionTo solve the issue, our team of data scientists enriched the available data by incorporating a set of variables that could improve the new model's performance. Also, we constructed several scores and indicators to tackle real-life issues coming from the current economic situation impacted by COVID-19.
ResultWe applied different machine-learning algorithms to find the best model to predict the default rate accurately. After applying the Advanced modeling treatment, the default rate decreased from 17% to 4.25%.
Our team is ready to go the extra mile to help with your custom modeling and deployment. Click below to see Plat AdvancedML in action.