Tvarit
AI framework
World’s most advanced AI framework
for manufacturing data analytics

Learn how Tvarit AI framework works for you
Witness the most complete
and true AI Framework
Tvarit AI is an award winning AI framework. It brings extensive knowledge and learnings from the experience of Data Scientists working in fortune 500 manufacturing companies together with the new and most innovative AI techniques to enable you to create solid business use-cases with 100% success rate. It also has the facility to capture the knowledge and know how of people working in your organizations so that you can customize and create AI models as per your needs. It also gives world-class user experience in the form of simple and sleek design by leveraging the state-of-the-art technology.



Overview of workflow

Data Extraction


  • Plugins for all IT systems and Process Engineering Softwares
  • Plugins for all DBMS systems

Supports:


  • MES, ERPs, PLCs, Spreadsheets, Logs, SQL, PCs, Batch reports, Lab results, energy meters, historians and quality systems

Automatically


  • Decide on data size without losing accuracy
  • Segregates the historical data into multiple groups
  • Figure out the information gained from the data

Data Understanding


  • Data Fruitfulness Analysis
  • Anomaly detection

Data Preparation


  • Sanity Checks
  • Multicolinearity

  • Algorithms specifically optimized for Machine Sensor Data, ERP data, QC lab data
  • Automatically fills missing data
  • Removes multi-collinearity between input variables

  • Detects seasonality and trends
  • Enables you to efficiently run decomposition operations on thousands of parameters simultaneously

Feature Engineering


  • Algorithms for FFT, Wavelet or Entropy
  • Batch Manufacturing 2-D data transformation

Predictive Modelling


  • Make predictions/ predict target variables
  • Univariate forecasting

  • Gives you most accurate AI models on the basis of largest number of algorithms used in the platform
  • Benchmarking facility with Google AutoML, AWS Sagemaker, Azure Predicitve Maintenance

Automatically


  • Identifies the root cause of failure or malfunction
  • Graphically displays features and process parameters ordered by the degree in which they influence the target variable
  • Provides you with what-if-analyses

Evaluation:


  • Tweaker: Prescriptive analyses that provide information on the extent to which process parameters should be adjusted to achieve a desired result
  • Global/Local root cause analysis

Risk Assessment:


  • Novelty Detection
  • Outlier Detection

Automatically


  • Measures the effectiveness of novelty points on the prediction and gives alerts in advance.
More Key Features of
Tvarit AI Framework

  • Available in all flavours : On-Premise, cloud and edge-computing
  • More than 100 ready to use modules for data preparation and labelling jobs
  • More than 22 AI algorithms to give you best results
  • Quickly document and share AI analytic results and dashboards through collaborative features like Slack, Microsoft Teams etc.
  • Supports following data connectors

  • Amazon S3
  • HDFS
  • PostgreSQL
  • Google Analytics
  • MongoDB
  • Amazon Redshift
  • Impala
  • Cassandra
  • Elasticsearch
  • MS SQL
  • Snowflake
  • Oracle
  • MemSQL
  • MySQL
  • Salesforce
  • Apache Hive
BENEFITS

One stop solution for all your data science needs

Reduce total cost of ownership

Reduce time to complete AI projects

Create new and customize existing pipelines

Usage based pricing model

Provided with full documentation

for more details

Contact us

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Most advanced ready to use AI modules for manufacturing data analytics
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The change
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