About Plat.AI

At Plat.AI, our mission is to provide our clients with the tools they need to make data-driven decisions with ease and accuracy. We strive to enhance our clients' data through predictive modeling and offer a true codeless modeling process from raw data to model deployment.

Our core values of precision, fairness, honesty, and intellectual curiosity guide our work as we explore the space of uncertainty to find the most predictable path for decision-making. Indeed, we believe that a likelihood-driven approach is key to finding the greatest potential for success.

Currently, we offer a predictive modeling engine that can process data in real-time and help our clients better understand everything from clicks to leads. For example, we provide lead scoring to banks to prequalify their applicants before sending them to underwriting.

Plat.AI gives you a personalized approach to data analytics and provides you with accurate insight into your data, helping you make better decisions for your company in the long run.

Our team works hard to ensure that we meet your needs. We allow you to contribute to your company’s success by making real-time decisions using artificial intelligence tools customized to your goals and projections. We are quick, efficient, and secure.

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Understanding Plat.AI’s Platform and Server-Based Solutions

Whether you want to reduce default rates or weed out fraudulent applications, we have a setup that will integrate seamlessly with your current lending or marketing resources.

Plat.AI provides real-time predictive modeling for companies in the financial industry. We offer platform and server-based solutions and can help you to choose the best product for your needs.

With our platform-based solution, we offer two possible cooperation options:

First Option:

User-Created Models

  • You receive access to our platform with all necessary training and documentation about how to utilize its functionality.
  • You will have access to our ticketing desk for support with technical difficulties and for professional consultancy.
  • You can build models in-house and apply them using our platform.
  • The platform enables monitoring of your model performance and provides quick responses to changing socioeconomic conditions.

Second Option:

Plat.AI-Created Models

  • Our team works closely with you to identify problems solvable through modeling. We help explore and define what useable data you have available.
  • Our team trains different models and tests them using validation data.
  • Upon your approval of the model’s accuracy, we deploy it using our platform and provide the probability of the desired outcome or respective scores on a real-time basis.
  • You will receive detailed documentation about model parameters and their impact.
  • Our team will monitor the performance of the models and, if needed, will make any necessary adjustments.

While using a platform-based option is ideal for users with limited coding experience, there are some limitations.

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Advantages

  • Relatively cheaper
  • Relatively easier and faster to build and integrate
  • Fully interpretable results
  • Faster real-time prediction speed
  • Availability of monitoring tools

Limitations

  • Limited usage of Machine Learning potential
  • It might not yield the same accuracy as black-box solutions
  • Models will not auto-update

Server-Based Solution

For users who are not able to build and deploy complex ML models in-house or need support, our server-based solution can fit your needs:

Our team works closely with you to identify problems solvable through modeling. We help explore and define what useable data you have available. If necessary, we can help you increase the predictive power of your data models with recommendations on how to drive the digital transformation of your company.

We fit your specific problem into our Machine Learning and Deep Learning algorithms and test them using validation data. Based on the testing results, we deploy the appropriate model on your servers or ours.

We will provide your team with a training program specially prepared for your company, enabling you to maintain and update the models.

The production-level models provide real-time predictions enabled by API integration with your system.

You will also receive documentation explaining applied black-box algorithms.

Our team will be available for support and consultation for the entire contracted period.

We will monitor the deployed models with an advanced toolkit developed through years of experience in this field.

Our server-based solution may be a better fit for your company if the following advantages outweigh the limitations.

Advantages

  • Ability to apply any machine learning algorithm
  • Ability to apply any data preparation/transformation procedure
  • An unlimited toolkit that makes it possible to achieve more accurate prediction
  • Automatic model update

Limitations

  • Limited usage of Machine Learning potential
  • It might not yield the same accuracy as black-box solutions
  • Models will not auto-update

Our team is here to help you learn about custom modeling and deployment.

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