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 Analytics Dashboards for Product/Inventory Demand Forecasting Use-Cases Via Machine Learning Models

Learn exactly what levers to pull to minimize wasted inventory & maximize revenue.

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Details
Demand Forecasting Service Description

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.
Portfolio
Recent Work

Examples of what you'll receive as deliverables in each of the 3 tiers of this service.

Pricing
3 Tiers for different scales & scope of work

Pick the package that best fits your needs. All prices in USD. 1 order is for 1 tabular dataset (CSV or Excel: Max 100K rows + 30 columns, or equivalent: 3M cells)

Dashboard Refresh
$300
For existing (not 1st time) clients only.
  • This is not your 1st order, so we already have the model trained on your data
  • New Predictions, by running the model on your new data
  • Dashboard Rebuild, showing visuals for new data
  • Rebuilt PDF Executive Summary for new data
  • Data Drift Report, to decide if model needs retraining
  • Model Accuracy/Performance charts on new data (if ground truths available)
  • README & Usage guide documentation
  • NO source code NOR post-training ML models PKL/JOBLIB files/binaries etc. Core IP & design logic is proprietary
  • 1 revision
  • 3-days delivery
Get Started
Model Re-train
$600
For existing clients as well as 1st time clients. Will need dataset with ground truths (Actual values of target).
  • Retraining 3 algorithms including the best existing algo (then select new best), on new data, for existing clients. Useful to counter Data Drift.
  • OR Fresh build of 3 models & select best performer for long-term use, for new clients.
  • Predictions on data
  • Dashboard Rebuild (OR Fresh Build), showing visuals for new data (OR new client)
  • Rebuild (OR Fresh Build) PDF Executive Summary for new data (OR new client)
  • Model Accuracy/Performance charts & Reports
  • README & Usage guide documentation
  • NO source code NOR post-training ML models PKL/JOBLIB files/binaries etc. Core IP & design logic is proprietary
  • 2 revisions
  • 4-days delivery
Get Started
Complete ML Insights Package
$900
Maximum utility for 1st time clients or existing clients.
  • Full training of ~6 algorithms, comparison of validation & test performances to select best model.
  • Predictions on data
  • Dashboard Fresh Build/Rebuild
  • Fresh Build/Rebuild PDF Executive Summary
  • Model Accuracy/Performance charts & Reports
  • README & Usage guide documentation
  • NO source code NOR post-training ML models PKL/JOBLIB files/binaries etc. Core IP & design logic is proprietary
  • 3 revisions
  • 6-days delivery
Get Started
Payment
How to Order

We have two payment methods — please pick whichever is most convenient.

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Pay via Bank Transfer

You can email us with your requirements, desired tier, dataset etc. You'll receive an invoice with bank account details for payment. Work begins once payment clears.

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