The value is in what gets used, not what gets built. Therefore Tvarit AI dedicatedly strives to build wonderful and useful products to solve your industrial problems and make your life simpler and upgraded.

Automated Predictive Analytics

With the assimilation of digital and human world, the future beholds a manufacturing metamorphosis. Preparing and contributing for the revolution, Tvarit AI extends it's services in APA to offer the following:

Extract , Transform , Load

MapReduce technologies are savior when it comes to handling legacy databases. For instance, many of our manufacturing customers have been using SQL based databases for years now and it has become really difficult for them to move to new data analytics compatible databases. Using our APA’s ETL component, customers can get their migration done within a matter of few days.

Automated Data Cleanup

92% of the organizations face the data cleansing related problems as per a BCG report, attributed to various reasons such as hardware interfacing bugs, databases migration issues etc. We utilize techniques like mahalanobis distances, similarity learning, bregman divergences, limit based clustering etc to separate out sane data and buggy data. Further, with the help of anomaly detection, we identify the outliers in the data which may be seen as buggy data.

Automated Alert Generation

Huge amount of predictions may be very difficult for engineers to analyze or it may consume huge amount of time of CXOs. APA’s AAG component can ingest any number of rules related to machines failures, products’ quality assurance, supply chain, inventory shortages etc. It can be easily configured by you, once configured it can send you the alerts and notifications on favorite chatting application, to your phone or your inbox.

Automated Report Generation

Once our models have crunched highly accurate results, we transform it into business statements and use cases. Our ARG component of APA utilizes Natural Language Processing to figure the most important questions coming from a specific user, analyse it, labels the problem automatically and responds in an interactive storytelling manner. Be it the CXOs or plant heads or the shop floor engineers, ARG has your desired results on its fingertips.


We have developed supervised & non- supervised ML algorithms which analysis all structured and non-structured data to predict failure with 97.2% real-time accuracy. They provide actionable information on real time circumstances under which real breakdown is going to happen and alert you much before the time to take suitable action. It can help you in increasing uptime, reducing operational and capital expenses and better streamlining of workflow.

Inventory Optimization

We have developed word-class solution for inventory optimization which not only analysis multi-structured data but also learns from them in continuous manner. By using our solution, you will be able to get live recommendations, reduce inventory costs and better visibility of future uncertainties.

Sensors Health Maintenance

Our solution enables you to reduce maintenance expenses and increase customer satisfaction by resolving issues in a remote and quick manner. It gives you the priority list of sensors which are going to fail in near future.

Energy Saving

Our solution enables you to optimize energy management by utilizing highest number of AI algorithms. It generates better energy demand predictive models and gives you better visibility to see future uncertainties and energy saving opportunities. It enables you to automatically manage and optimize operations in real time. It can help you in achieving your carbon emission and sustainability goals.

Quality Management

Our smart and simple solution enables you to increase the precision, efficiency and speed of your quality control process. It can help you in reducing the number of faulty parts and the high costs resulting from them by proactively identifying the mistakes and faults that negatively affects your production process and quality of your products. We do this by making your manufacturing process and machines smarter.

For more information and demo please contact us
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Tvarit The Team
We’re based out of Frankfurt Germany having the perfect team composition - a German founder bringing vast know-how of machinery coupled with high-quality software expertise of the Indian founders.