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benefits and importance of data integration

Many big data integration (DI) and staging jobs run too slowly, and bog down databases (DBs) with internal transformations. Query performance suffers, and time-to-solution for data segmentation, business intelligence (BI), and dependent downstream applications grows.

And what are the most common responses?

  • Procrastination - chancing SLA-restricted operations on shrinking production windows
  • Early betting - on complex tech like Hadoop, in-memory DBs, or proprietary ELT appliances
  • Partitioning - transforming data in multiple chunks and stages instead of a single-step
  • Open source ETL - requiring more hardware, consulting, and inefficient in-DB transforms
  • The Cloud - which adds security and bandwidth concerns to existing functional challenges

Beyond speed and scalability concerns lie financial ones, and ease-of-use. It takes hundreds of thousands of dollars (or more), plus months to get up to speed with mega-vendor platforms. Lengthy consulting engagements are typically required to master complex data architectures and ETL tools. Simpler ETL tools claiming fast on-boarding are limited in performance and capability.

And in the end, the ways those platforms discover, track, govern and persist data -- and manage data and master data -- are typically inadequate, cryptic, and/or inefficient.


The IRI Voracity platform for data discovery, integration, migration, governance, and analytics is a new ETL platform for structured, semi-structured, and unstructured data that combines the power of CoSort and Hadoop with multiple metadata design and management options in Eclipse.

Voracity addresses the functional and performance aspects of big data DI and ETL, without the complexity or costs typical of the alternatives. Finally: a single, simple, affordable place to move and use big data rapidly.
What is Voracity?

Voracity is an affordable one-stop-shop and GUI for almost every conceivable data management requirement. It's also a standalone ETL and data life cycle management 'platform product'.

Voracity saves money on software, hardware and consulting resources, while expanding your enterprise information management (EIM) capabilities in support of digital business initiatives -- all from one pane of glass.

How does Voracity work?

Voracity workflows include simple, wizard- or diagram-built CoSort SortCL jobs to define data and its mapping. The Eclipse (IRI Workbench) IDE supportsfast, affordable ETL, and lets you:

  • Discover data in multiple sources with profiling and metadata definition tools
  • Blend disparate data sources and stage them into multiple targets at once
  • Transform, pivot, map, report, and protect data in the same I/O pass
  • Choose the best performance (CoSort or Hadoop) strategy for each workflow
  • Capture, act, and report on deltas (CDC) and slowly changing dimensions
  • Filter, de-duplicate, cleanse, validate, and otherwise improve data quality
  • Migrate data types, files, and DBs
  • Federate, replicate, and subset data
  • Assess, unify, and create composite or master data values and formats
  • Create test DB and ETL/ELT test data
  • Follow business rules and data privacy laws (mask PII)
  • Speed DB unloads, loads, and reorgs
  • Design basic or advanced reports, or feed and speed other analytic tools
I already spent a fortune. Can you help me just run my ETL jobs faster?

We understand that, and have been accelerating ETL tools (especially Informatica and DataStage transforms) for years.

To accelerate third-party ETL and BI/analytic tools, as well as DB operations, use IRI's scriptable, batchable transform engine(s) alongside -- and amplify your ROI in -- these platforms:

ETL Tools BI Tools Analytic Tools Databases
ETI Solution BIRT ActuateOne Altibase
IBM DataStage BOBJ Paques DB2
Informatica PowerCenter Cognos R MySQL
Microsoft SSIS Excel SAS Oracle
Oracle Data Integrator MicroStrategy Splunk SQL Server
Pentaho Data Integrator QlikView Spotfire Sybase
Talend OBIEE Tableau Tibero

Run Voracity jobs from your tool's command-line (shell) option to prepare big data faster, and populate the DB tables or file formats your tool can directly ingest.

You'll be using the same IRI software technologies Voracity does: IRI FACT for extraction, IRI CoSort (or Hadoop) for sort/join/aggregate transformation, IRI FieldShield for data masking, and/or IRI RowGen for synthetic test data.

I want to re-platform my ETL jobs automatically.

Well, now you can. Voracity is API-integrated with AnalytiX DS' metadata hub technology so you can convert from legacy ETL products more or less automatically.

Contact your IRI or ADS representative and ask about CatFX templates for Voracity from your current ETL tool, along with any LiteSpeed Conversion services you need to help port and test the more complex mappings.

Whether you're switching ETL platforms or just starting out in data integration, use Voracity to shrink time to deployment and time to information delivery.

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