Platform Offerings

AutoML

Automate the process of building ML models

ML project management
Explainable AI

Get visual explanation for model prediction

MLOps

Manage end-to-end ML pipelines

Click and Code
Automated model
Deployment and Monitoring

How does PredictSense work?

PredictSense democratizes AI for every individual in the organization and creates a simple, user-friendly collaboration
platform to seamlessly manage critical ML deployments.

Connect with various data sources to get your structured / unstructured
data loaded into PredictSense for further processing, analysis and model training

Process the data using automated data preparation and feature engineering, along with an option for custom feature generation. Select a prediction variable for model building

Select ML algorithms from a given list and generate multiple models from the given data and prediction variable selected previously

Evaluate best model based on their accuracy scores and standard performance metrics, along with deep insights from graphs

Start getting predictions by deploying the best model as a complete container. Deploy it as a standalone web application along with an option to integrate using APIs

Features

Data Preparation with ease

  • Data Connection

    Connect to any data source

    Pull Structured and unstructured data

  • Exploratory data analysis (EDA)

    Handle missing values and outliers with various imputation strategies

    Advanced visual reports

  • Data Flow

    Extract and transform various data formats like pdf, html

  • Scheduler

    Schedule data pulls to keep data updated

  • Notebooks

    Create custom code for data analysis and preparation

Model training automatically

Evaluate on Various Criteria

  • Leader board

    Model comparisons

    Reports and Visualization

    Explainable AI

  • Industry standard metrics

    Model accuracy score, losses etc.

  • Visualizations

    Performance plots confusion matrix, Lime Explanation, ROI-AUC etc.

  • Quick Prediction

    What if analysis provision by varying the input feature and generating predication.

Deploy to production with 1 click

  • Dockerized toolkit

    One click deployment

    Deploy models to any production environment easily

  • Data drift detection techniques

    Performance degradation Identification by comparison the training data and new data

  • Re-training models

    Strategize to keep model up to date for consistent performance

Collaborate seamlessly

  • Project management

    Share and manage your data and project

  • Share and manage your data and project

    Share code for experiment reproducibility

  • Pre-defined project templates
  • Import/ Exports projects

Achieve sustained business transformation with
PredictSense

With innovation speeding in leaps and bounds, it is important to democratize technology to extract maximum business value and drive sustained digital transformation. PredictSense is an intuitive ML platform that facilitates the necessary access to technology and helps your internal teams efficiently collaborate on multiple business models with speed and scale.

PredictSense for
ML Teams

PredictSense for ML Teams

Work with a Python and Jupyter
notebook-based interface

Build quality models with a clear focus on data science

Deploy and monitor models in
production

PredictSense for
BI Teams

PredictSense for BI Teams

Simplify tasks with a visual drag and drop and a clickable UI

Build multiple models simultaneously
with AutoML

Deploy to production endpoints with a
single click

PredictSense for
Project Managers

PredictSense for Project Managers

Achieve high productivity for data and
business teams

Reuse, re-share, and export models

Collaborate and govern the MLOps
environment securely