Plat.AI

Freemium

Predictive analytics software for building, deploying, and monitoring real-time decision models.

什么是 Plat.AI？

Plat.AI is predictive analytics software for building and deploying models that produce real-time predictions from business data. Its codeless platform supports data preparation, analysis, model generation, deployment, and performance monitoring through a point-and-click workflow. Teams can create models in-house or work with Plat.AI data scientists on custom machine learning and deep learning solutions. The platform is positioned for analysts and organizations that need data-driven decisions in areas such as lending, marketing, fraud detection, risk assessment, and forecasting.

Plat.AI 能做什么？

Codeless model building

Define an objective, upload or connect data, select a target, and generate a model without writing code. The platform returns probabilities and scores through a point-and-click workflow.

Data preparation and analysis

Clean and transform source data by handling missing values, removing unnecessary variables and outliers, and visualizing trends with charts and plotted variables.

Model deployment and recalibration

Deploy generated models through the platform and update them with new data as needed. Models can be applied through platform workflows or API integrations.

Real-time monitoring

Use interactive dashboards and monitoring tools to review model performance and respond to changing socioeconomic conditions.

Interpretable and custom modeling

Choose interpretable models for transparent decision-making or work with Plat.AI data scientists on custom machine learning and deep learning models, with documentation of model parameters and impact.

Flexible hosting and integration

Deploy models on Plat.AI infrastructure or a customer's server, with production-level predictions connected to existing systems through APIs.

使用场景

“Lending and applicant prequalification”

Use lead scoring and predictive models to prequalify applicants before underwriting, apply decision rules, and support real-time lending decisions.

“Fraud and risk assessment”

Analyze financial data for credit card fraud detection, credit scoring, and risk assessment, helping teams evaluate applications and potential losses.

“Marketing and customer acquisition”

Analyze customer and advertising data to forecast sales, assess campaign success, and support decisions intended to improve customer acquisition and satisfaction.

“Investment forecasting”

Generate real-time gain and loss predictions for investment-related decisions using historical data and statistical or machine learning techniques.

“Operational forecasting”

Apply predictive analysis to manufacturing and agriculture data for tasks such as demand planning, delivery-delay forecasting, crop-quality prediction, inventory management, and predictive maintenance.

常见问题

Does Plat.AI require coding experience?

No. Plat.AI AutoML is designed for codeless model building through a point-and-click interface. Organizations can also engage Plat.AI for custom model development.

What is the basic workflow for creating a model?

Define the objective, upload or connect data, prepare and analyze the data, select a target, generate the model, and deploy it. Deployed models can be recalibrated with new data.

Can Plat.AI models integrate with existing systems?

Yes. The platform can adapt to an existing platform or system, and production-level models can provide real-time predictions through API integration.

What is the difference between AutoML and AdvancedML?

AutoML provides codeless predictive modeling through a user-friendly platform. AdvancedML is the custom model-building option, using machine learning and deep learning algorithms for specific business problems.

Who can use Plat.AI?

Data analysts and organizations that need predictive models for decisions such as lending, marketing, fraud detection, risk assessment, forecasting, and customer acquisition can use the platform or its custom modeling services.

快速信息

Category: Predictive analytics and automated machine learning
Primary users: Data analysts, lenders, banks, and business teams
Modeling options: Codeless AutoML platform and custom AdvancedML services
Deployment: Plat.AI infrastructure or customer server, with API integration
Decision output: Real-time probabilities, scores, and predictive insights
Trial: A 14-day free trial with 10,000 model requests is offered for the model-building platform