DISCLAIMER: We provide insights/analytics deliverables, not trained ML model files (PKL/JOBLIB etc). Model files not included in offers.

We Build Static Offline HTML Dashboards That Provide Business Insights Using Predictions Via Machine Learning Models

Need to know which customers will churn next? Or how much revenue is at risk from churn & cancellations? What will demand look like next quarter? We've got you covered. We'll train an ML model on your dataset, generate predictions on new data, & deliver a comprehensive insights package using the results, complete with dashboard, report, & model performance analysis (shown via charts & reports only, the model files/binaries are not part of the offer).

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Products
Currently Offering 3 Services

Churn Prediction

IDEAL FOR INDUSTRIES LIKE:

SaaS, fintech, hospitality & e-commerce orgs. Using ML models to predict Churn/Cancellation likelihood, then build dashboards using predictions.

PROVIDES INSIGHTS SUCH AS:

Revenue at risk from Churn, Main indicators of churn, Most likely to churn, Churn Risk distribution etc.

DELIVERABLES:

Dashboard HTML, Executive Summary PDF, Trained ML Models Accuracy Comparison, Model Performance Reports & Charts, Predictions CSVs.

NOT INCLUDED:

The actual post-training ML models PKL/JOBLIB files/binaries. Nor the source code etc. Core IP & design logic is proprietary.

Demand Forecasting

IDEAL FOR INDUSTRIES LIKE:

SaaS, fintech, logistics, retail, manufacturing & e-commerce orgs. Using ML models to predict future demand quantities for products, then build dashboards using predictions.

PROVIDES INSIGHTS SUCH AS:

Forecasted total & average weekly/monthly demand, Key drivers of demand, Demand distribution between products etc.

DELIVERABLES:

Dashboard HTML, Executive Summary PDF, Trained ML Models Accuracy Comparison, Model Performance Reports & Charts, Predictions CSVs.

NOT INCLUDED:

The actual post-training ML models PKL/JOBLIB files/binaries. Nor the source code etc. Core IP & design logic is proprietary.

$50 ML Audit / Benchmarking / Model Viability Check

IDEAL FOR:

First Time customers, or anyone unsure if their data contains trends that can be modeled via machine learning. This service should help decide whether our remaining products would be of use or not.

PROVIDES INSIGHTS SUCH AS:

Main correlations between target variable & other features, and Obtainable accuracy/performance of ML models trained on your data to predict your target variable.

DELIVERABLES:

Single Trained ML Model Accuracy, Model Performance Reports & Charts, Predictions CSVs.

NOT INCLUDED:

The actual post-training ML model PKL/JOBLIB files/binaries. Nor the source code etc. Core IP & design logic is proprietary.


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