ML-driven platform empowers retailers to track and reduce logistics-related carbon footprint in real time
Amarjeet Dangi, CEO of Clavrit.
As environmental sustainability becomes a strategic imperative, Clavrit, a leading IT services company has developed and implemented a powerful Carbon Footprint Calculator for a leading eCommerce retailer, enabling precise measurement and reduction of carbon emissions from logistics operations. This initiative supports the retailer’s sustainability goals by transforming how emissions are tracked, predicted, and minimized-at scale.
With transportation of goods being one of the largest contributors to greenhouse gas emissions in the eCommerce sector, the Carbon Footprint Calculator offers a robust, technology-first solution that integrates seamlessly into existing retailer ecosystems. By combining advanced machine learning, real-time data processing, and predictive analytics, the platform equips eCommerce businesses with powerful tools to drive sustainable logistics.
Smart, Scalable, and Seamless
The platform uses ML models such as XGBoost and Random Forest to calculate emissions from key logistics variables-shipping routes, warehouse locations, transport modes, and package specifics. It adapts in real time to dynamic inputs like vehicle types, fuel sources, distances, and carrier efficiencies.
Built on a cloud-native, serverless architecture (AWS Lambda, Google Cloud Functions), the solution supports millions of transactions, offering unmatched scalability and low-latency performance. Through REST APIs and webhooks, it integrates easily with platforms like Shopify and Magento, enabling real-time emissions tracking within retailer workflows.
“We’re proud to have built a scalable, intelligent solution that not only quantifies emissions but actively helps reduce them,” said Amarjeet Dangi, CEO of Clavrit. “This is a big step forward in helping eCommerce businesses align with global sustainability goals while staying competitive.”
Beyond Tracking-Driving Real Change
The platform goes beyond monitoring. Using reinforcement learning algorithms like Deep Q-Networks (DQN), it recommends optimal, low-emission delivery routes. Predictive models such as ARIMA and Prophet forecast emissions trends, helping companies plan smarter for the future.
Geospatial data (PostGIS, Google Maps API) powers intelligent route mapping, while RFID and IoT sensors enhance supply chain visibility. A built-in recommendation engine-leveraging TensorFlow and collaborative filtering-suggests greener carriers and sustainable delivery methods.
To support net-zero goals, the calculator integrates with carbon-neutral shipping providers and allows for automated carbon offset purchases through platforms like CarbonFund.org. Dashboards built on React.js and D3.js deliver real-time insights, aligned with global standards like the GHG Protocol.
Tangible Impact for Retailers
Retailers who have implemented the Carbon Footprint Calculator report:
- Accurate Carbon Reporting: Enhanced precision in logistics emissions tracking
- Sustainability Optimization: Actionable insights into high-emission logistics processes
- Stronger Customer Engagement: Increased brand loyalty from eco-conscious consumers
About Clavrit
Founded in 2019 by Amarjeet Dangi, Clavrit Digital Solutions is a forward-thinking Software company dedicated to driving innovation through niche and researched technologies. With a strong focus on Artificial Intelligence, Machine Learning, and Robotics, Clavrit delivers intelligent, eco-conscious solutions that help businesses grow responsibly and promote sustainability. The company also offers expert SAP and Salesforce consulting and enterprise software services, empowering organizations to thrive in the digital age while minimizing their environmental impact.
For any media query please reach out to - www.clavrit.com
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