Big Data Governance

SmartJoin is a unique solution based on Big Data framework. It uses semantic, heuristic and machine learning logics for integrating, consolidating, aggregating and managing structured or unstructured data from disparate sources. SmartJoin provides lower cost of ownership to clients by leveraging open source technology effectively and efficiently.

Customer Data Challenges

Solutions to Complex Challenges


  • Data Sourcing & Linking of
    Heterogonous Data
  • Large Volume, Data
    Governance/ Data Lineage
  • Data Processing Failure =
    Manual Processing
  • Dynamic Business &
    Regulatory Requirements
  • Late & Incorrect Reporting: Late
    Identification of Risks & Issues


  • Multidimensional, Heuristic Semantic Integrator
  • Auto Schema Creation
  • Parallel Processing
  • Distributed Computing
  • Centralized Rules Engine
  • Manual Process Automation via Machine Learning
  • Configurable Multiuse Cascading Execution Engine
  • Global Reporting Templates
  • Fast and Real Time Processing and Reporting
  • Scalable Architecture


  • Enhanced Data Quality
  • Faster Time to Market
  • No Coding Required
  • Faster Time to Market
  • Real Time Reporting
  • Enhanced Data Quality
  • Cost Savings
  • Risk Mitigation
  • Real Time Reporting
  • Faster Time to Market
  • Better Controls
  • Risk Mitigation
  • Cost Savings
  • Risk Mitigation
  • Scalability
Big Data Governance

USP – Unique Selling Proposition

Its Unique!

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Process Overview
Distinctive Algorithmic Intelligence!

Step 1
Use Primary Key based join for the majority of records

Step 2
Use of other key columns for joining with specific confidence level

Step 3
Handle data equivalence and other transformations

  • Transaction ID is concatenated with branch ID
  • Name equivalence Andy = Andrew
  • ID embedded in a free text comment column
  • Data errors such as timestamp variations, amount rounding off errors, spelling mistakes

Step 4
Learn manual reconciliation trends and recommend automation

Multifunction Smart Rules Engine -

complements existing tools for end users