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AnalytiX Data Services
Enterprise Data Mapping Governance Automation
For any questions regarding the contents of this presentation please contact us at [email protected] and we will assist you as soon as possible. The contents of this presentation are
protected under NDA. All rights reserved by AnalytiX DS 2016
• Company & Unified Platform Introduction (15)Mins1. AnalytiX DS Unified platform – governance & lifecycle management of the data mapping process
• Capabilities Demonstration of Mapping Manager and Unified Platform (30mins)1. Governance of metadata data dictionaries & business glossaries
2. Governance and versioning of source to target mappings through the lifecycle change process3. Governance of Data Lineage, Impact Analysis and Business Rules Repository.
4. Code Generation - Generate Big Data & ETL Jobs and other types of CODE automatically from the tool.
5. Test Automation and Data Quality – Integration with HP ALM (Quality Center)
• Deeper Dive into LifeCycle Management Add-On Modules• Code Set Manager, Reference Data Manager, Test Manager, Release Manager, Data Quality Assessment Manager and Metadata Connectors
• Deep Dive Into Automation Platform CATfX Automation Modules• CATfX Automation Platform & Code-Generator ETL Platforms & Other Technologies
Create Mapping designs using scanned metadata and group
Categorize and Auto-Generate your ETL jobs
Maintain Version Control, Auditability, Impact Analysis &
Lineage
The integration industry’s
premier enterprise data mapping &
automation platform
Nearly 50% of Fortune 1000Global Customer Base
Global Government Install Base
Company Overview
More than 1000 Customers
Snap ShotFounded2006
OfficesHQ: Chantilly, VA USAUSA: Development Center: Dallas, TXGlobal Delivery Center: Hyderabad, India
Leadership50+ years experience in Integration
Market LeaderEnterprise Data Mapping & AutomationETL Conversion TechnologyEmployeesMore than 200
Relations with Top 5 System Integrators and Off-shore Integrators20+ Resellers Globally (HP Global Reseller)
Partners/ Resellers
20 Most Promising Productivity Tools
Bloor Research, 2012
“A Must Have Tool” Honorable Mention
Informatica, 2010, 2012 Winner
Informatica, 2012
Innovation Award
Most Valuable Partner
CIO REVIEW –2015
Michael BoggsCTO and Founder
• Invented the integration industry’s first enterprise
data mapping tool, The Mapping Manager and the
universal Code Automation Platform – CATfX
• 20+ years experience in Data Integration, Data
Warehousing and BI Technologies
• Responsible for all Aspects of Technology
Innovation across AnalytiXDS software products
Sam BenedictVP of Strategic Accounts
• 20+ years experience as a Data Integration
Manager
• Responsible for all sales and marketing for
strategic customer accounts.
John CarterDirector of Professional Services
• 15+ years experience in Data Integration and
Automation Services
• Responsible for all aspects of Service Delivery
and Conversion Technologies
Madan KalakuntlaManaging Partner, Global Delivery Center
• 20+ years experience in services delivery and
off-shore operations
• Responsible for global delivery center
operations and services.
AnalytiX DS Product Leadership TeamOver 100 years of combined experience
Corporate VisionManage data, metadata, data mappings and integration processes through the system development life-cycle (SDLC) process, enabling governance, automation transparency and lineage of the data in a single unified platform for data integration professionals
Process Driven Solutions for Integration Professionals
Innovate, Automate, Accelerate
AnalytiX DS Unified Software PlatformEnterprise Data Mapping, Governance and Automation.
AnalytiX Mapping ManagerMetadata Management
Enterprise Data Mapping
Add-on ModulesSDLC Governance
Open Automation Framework
Mapping Manager(flagship product)
Modules
1. CATfX Automation 2. CATfX Global Marketplace3. Packaged Automation Bundles
4. LiteSpeed Conversion
Add-on Modules
Automated ETL platform conversion
Big DataETL, ELTData Vault
1. Business Glossary2. Requirements Manager3. Reference Data Manager4. Test Manager5. Data Quality Assessment
Manager (DQAM)6. Release Manager7. Report Manager8. Plug-Ins for metadata tools
Universal Platform for scanning, consolidating and managing Metadata across the organization. View Data Lineage and Impact Analysisacross the organization while meeting regulatory compliance with industry regulators involving data mapping and lineage.
Metadata Scanners for just about everything Capability to build custom scanners Govern and enrich Data Dictionary definitions End to End Lineage – view lineage across all hops across the data management architecture Impact Analysis across tables, columns, systems, business rules, projects, mappings & ETL processes
Enterprise Data Mapping (AMM)Integration Industry’s first patented “Pre-ETL” enterprise data mapping solution. Enables organizations to create, version and managesource to target mappings (STM) through the change process and view end to end data lineage across the data mapping process andinformation management architecture.
Scan, Drag, Drop, Build and version data mappings across the life-cycle processes. Export Mappingsand Auto-generate ETL jobs for leading ETL Tool providers and Hadoop
Enterprise Business Glossary Enables business users IT to create, manage and collaborate on common business vocabulary across the organization Supportsregulatory compliance, data governance, and data stewardship initiatives by governing business vocabulary terms and enabling lineagemaps showing how semantic definitions are related to physical data dictionaries, data mappings, lineage of federated data in abusiness friendly governance platform.
Manage vocabulary term owners End to End lineage. Map semantic Business glossary definitions to physical data dictionaries,
functional requirements, mappings test cases and more. Support for rich media such as: sound, video, and images files
Requirements Manger An agile and collaborative platform to standardize the functional requirements documentation process using a customizable templatedriven approach. Easily, create and customize requirements templates to standardize the capture, trace, and requirements definitionprocess for integration projects. Rich features allow for management of functional requirements and how they “link” to datamappings, test cases, test results to promote greater transparency and visibility of requirements process and downstream impacts.
Capture, trace and analyse functional requirements Traceability matrix maps functional requirements to data mappings in mapping manager Reverse engineer requirements from MS Word | Export requirements to MS Word and other
formats
Reference Data Manager Enables business and IT users to scan, manage, validate and version govern code-sets and reference data across the organization.Perform validation, link to mappings and integrate with ETL Processes to ensure consistency across governed reference data..
Govern user defined reference data and code-sets in a single platform and link to requirements anddata mappings.
Integrate with ETL Processes to standardize Lookup values , code crosswalks , ref data and more…
Release Manager (ARM)Enables Program and Project Managers to create, validate and manage releases, release calendars and release artefacts such as ETLJobs, Data Mappings, Database Objects, Server objects, release notes and more to standardize all release processes anddocumentations standards around the release process.
Create and Manage Releases, release schedules Audit and govern releases Edit, View and manage Enterprise Release calendars
Test Manager (TCM)
Test Manager enables Test Cases and Test SQL generation to be managed in a purpose built module for testing data mappings and ETLprocesses. There are over 15+ built-in automation CATS which enable immediate creation of Test Cases and TEST SQL to accelerate thetesting phase of integration projects.
Create and Manage Test Cases and Test SQL for Data Mappings and ETL Processes Auto-Generate Test Cases & SQL from Data Mappings Create test cases at the column level of mappings or target tables Integrates with HP ALM (formerly HP Quality Center)
Data Quality Assessment Manager(DQAM)
Enables organizations to standardize and execute a formal data quality assessment methodology by selecting the objects which shouldbe assessed, scheduling the assessments, manage the data quality scores and workflow review process. Governance features managedata steward and stakeholder accountability for the quality reviews and sign-off. Govern valid values, invalid values, remediation rulesand generate scripts to “fix/repair” invalid data values.
Standardize and Execute a formal Data Quality Assessment methodology Select which columns and objects should be assessed Schedule the automated assessment of the objects Track reviews and approvals of accountable stakeholders
Metadata Management Plug-ins Metadata plug-in are available for Informatica Metadata Manager, IBM Metadata Workbench/GDC, DAG metacentre and Rochade.This enables all the metadata in Mapping Manager Unified Platform to be ported into third party metadata environments. Metadataconnectors for all ETL Tools, Java Scripts, Cobol copybooks, Cobol Programs, Sales Force.com and more.
All the metadata from Data Dictionaries, Data Mappings, Reference Data, CodeSets and Data QualityAssessments are synchronized in metadata management environments.
Plugins exist for major third party systems Customization and support services are available
Data Vault Code-Automation(DV CATS)
Code automation Templates (CAT’s) are pre-built to automate the code-generation for the Data Vault EDW methodology for Source toStage, HUB, LINK, Satellites and Data Marts. The complete data vault bundle contains CATs to generate DDL, Data Mappings, ETL Jobsand processes for all major ETL tools including Hadoop and Standard SQL as well at Testing Cats to automate the testing process anddata quality of the Data Vault.
Code Automation templates are available to generate the following… Data Vault tables structures Data Vault data mappings in Mapping Manager Data Vault ETL Processes Data Vault DBMS Views Data Vault test cases
Code Automation Template Framework (CATfX)
The integration Industry’s first Automation Platform for Data Integration Professionals. CATfX Defines Work Smarter. Save Big. Auto-generate ETL Jobs, Build Custom Adaptors and Connectors to anything, Scan Metadata and Generate code for anything using a 100%metadata driven approach to automation. The automation marketplace is a global marketplace for automation developers to postautomation CATs for the global community to browse buy, sell and download to automate manual process.
Create or use templates to auto-generate ETL Jobs Create or use templates generate DDL for table structures Create Custom Connectors to Scan metadata Create code generation templates for anything.
LiteSpeed Conversion (ALC)The integration industry’s first ETL Conversion platform enabling a fast and automated way of converting from customer legacy ETLtools to the TALEND Platform.
Supports Customization to create “custom” conversion templates to customer needs/requirements Use built in re-useable conversion templates to convert to new ETL Platforms
Mapping Manager
Mapping Manager
Where does AnalytiX DS fit in the ecosphere of software tools?
AUTOMATION TOOLS
GOVERNANCE TOOLS
ETL
ALM
IMM
IDQ• Compliment & Integrates w/ MDM & DQ Tools• Identify Valid & Invalid Data • Design Cleansing Rules & Gen Code to Remediate
Mapping Management & Governance of the SDLC process
Integration with leading tool platforms
Center of the UniverseGovernance of the mapping process
• ETL Tool & Big Data Code Generation
• Compliments Testing Tools • Generate Test SQL• Sync Test Cases and Results
• Metadata Plug-in for Metadata Mgmt Tools
By Project
By Project, By Team Role
Use Cases for the unified platform
1. Data Warehouse2. Big Data3. Application Consolidation and Migration
4. Regulatory Compliance & Mapping Standards5. Data Governance6. Data Quality Assessment7. Testing & Quality Assurance 8. Metadata Management9. Master Data Management10. Code Parsers to quickly document code
By Resource Role
1. Data Modelers (mapping data elements)2. Data Analyst, Mapping Analyst, Business Analyst3. Data Stewards & Data Governance4. Data Quality Analyst5. ETL and Big Data Developers6. QA Testers7. Release Manager & Project Managers8. Information Management Executives
(SDLC) RequirementsData Mapping
RulesDesign Build Test Assess Data Quality Deploy Maintenance
Business Analyst Mapping Analyst / Business Analyst
Architect / Lead Developer
Developers Testers Data Stewards / Quality Analyst
Release Managers / Project Manager
Mapping AnalystDevelopers
TestersData Stewards
Release Managers
optionalReference Data Manager
optionaltest automation via CATfX
Information Governance – Component Reference ModelData Dictionaries / Business Glossary
(mm)
Reference Data & Code-set Management
(rdm)
Governance of Mapping Specifications
(mm)
Data Lineage & Impact Analysis
(mm)
Data Steward & Workflow Management
(mm)
Governance of Releases(rm)
Governance of Testing & Data Quality
(tm) / (dqam)
Regulatory Audit(mm)
IT Security Audit(mm)
Data Quality Audit(dqam)
Compliance
Mapping Manager(mm)
CATfX Automation(catfx)
CATfX Automation(catfx)
Test Manager(tm)
Data Quality(dqam)
Release Manager(rm)
Mapping ManagerCATfX Automation
Test ManagerRelease Manager
DQAM
Governance across the Systems Development Life-Cycle (SDLC) Process
Reqts Manager
(rqm)
Business
Application
Information GovernanceComponent Reference Model
(SDLC) RequirementsData Mapping
RulesDesign Build Test Assess Data Quality Deploy Maintenance
Business Analyst Mapping Analyst / Business Analyst
Architect / Lead Developer
Developers Testers Data Stewards / Quality Analyst
Release Managers / Project Manager
Mapping AnalystDevelopers
TestersData Stewards
Release Managers
optionalReference Data Manager
optionaltest automation via CATfX
Identify data source
requirements
Identify target
definitions
Scan and manage
metadata definitions
and dictionaries
Manage or integrate
with business
glossaries
Drag, drop build,
version data
mapping rules and
transformations
Govern re-usable
transformation rules
Manage reference
data and code-set
Mappings
View data lineage
and impact Analysis
Data steward and
workflow
management
Use, modify or create
CAT templates
Existing Big Data
CATs
Types of CATs
ETL/ELT Jobs
Generate DDL
Parse files
Read/Write to ESB
Custom API connectors
Metadata plug-ins
Cobol Programs
Java Programs
Data Vault Bundles
More…
Data Vault Template
STAGE/HUB/LINK/SAT/
ESB
Data Mart Template
SCD1,2,3
FACT Load
Click CATs & generate
code from metadata
Generate DDL
Generate and unit
test generated
ETL/ELT Jobs
Generate and Test
Big Data processes
Any code based on
CAT template…
Associate re-usable
test cases to
mappings and target
tables
Generate test SQL
and comparative
source and target
SQL statements (19
test automation
CATs)
Create new test
cases and link to
mappings
Execute test cases
and capture test
results
Create new test
automation (CATfX)
Sync with industry
standard test tools
such as HP ALM and
IBM Doors
Manage data quality
for high value and
governed data
values.
Automatically scan
and detect sensitive
data.
Assign data stewards
& track DQ goals
Create data quality
schedules to profile
data and conduct
“value level”
assessments
Manage and
maintain data quality
scores
Identify valid values
for master data
management
Identify values which
require remediation
Create, govern and
audit the release
management
process
Manage data
mappings and
release objects for
every release
Customize release
objects forms to your
internal standards
Audit release
approvals and
validation checkouts
Yearly, monthly,
weekly and daily
release calendar
views
Mapping
Maintenance. As
new columns, tables,
data source are
added the mappings
can be versioned,.
maintained,
compared to
previous versions
Code Changes.
Regenerate Code for
New Mappings
Regression Unit
Test. Regenerate
Test Cases/Test
SQL
Release
Management.
Manage releases
and release Objects
Continuous Data
Quality Monitoring of
scores
Information Governance – Component Reference ModelData Dictionaries / Business Glossary
(mm)
Reference Data & Code-set Management
(rdm)
Governance of Mapping Specifications
(mm)
Data Lineage & Impact Analysis
(mm)
Data Steward & Workflow Management
(mm)
Governance of Releases(rm)
Governance of Testing & Data Quality
(tm) / (dqam)
Regulatory Audit(mm)
IT Security Audit(mm)
Data Quality Audit(dqam)
Compliance
Mapping Manager(mm)
CATfX Automation(catfx)
CATfX Automation(catfx)
Test Manager(tm)
Data Quality(dqam)
Release Manager(rm)
Mapping ManagerCATfX Automation
Test ManagerRelease Manager
DQAM
Governance across the Systems Development Life-Cycle (SDLC) Process
Mapping Manager(mm)
Business
Application
Capability
Accelerate TimelinesUnified platform offers accelerated timelines and governance of the across the SDLC
Manualwith Mapping Manager 50% Faster
Manual
Manualwith Test Manager 50% Faster
Manualwith Mapping Manager + CATs 60% Faster
with Mapping Manager + CATfX 60% Faster
Requirements - Requirements and Data
Mapping
Design - Creating & Enforcing ETL/ELT and
Big Data Job Design Standards
Build - DDL, ETL/ELT and Big Data
Integration Jobs
Test – Construct Test Cases, Comparative
Test SQL, Execute & Manage test runs
Data Quality - Assess and Manage Data
Quality
Data Quality – manage enterprise reference
data, codesets and validation rules
Deploy – Manage releases and release
objects
Database Platform Migration
ETL Platform Migration
Data Vault Platform Migrations
Data Lake Automation
Timeline
Manualwith Release Manager 30% Faster
Manualwith unified platform 50% Faster
Manual
Manualwith DQAM 50% Faster
Manualwith Reference Data Manager 50% Faster
Manual
Data warehouse modernization – platform migrations
• Generate any type of script in any language or technology• Generate any type of file
• And more …
Governance JumpStart Decode the Past : Scan and Organize Data Dictionaries
• Scan File Metadata• Scan Modeling tool Metadata
• Scan SQL Procedures• Scan ETL Jobs as Mappings
• Configure custom connectors• Sync with 3rd party tools such as managed metadata tools
• And more …
Testing Automation• Generate Test Cases• Generate Test SQL• Generate Validation Scripts• And more …
ETL/ELT Standardization & Automation• ETL Tool Integration to Standardize design patterns• Stage load, SCD Dimensions Type 1, 2 & 3, Fact etc patterns• Big Data: Generate PIG, Scoop, MapReduce and Python scripts• Big Data: Scan Metadata from HDFS, HIVES and other Eco-sphere systems• And more …
CATfX Automation JumpStart Program
6 Week Program
Software + Services Bundle
Focused on-Site Automation SWAT team
Guaranteed ROI
Program Details
Big Data Standardization & Automation
Generate a Data lake in 6 Weeks
• Generate ETL Jobs in Hadoop from leading ETL tool providers• Big Data: Generate PIG, Scoop, MapReduce and Python scripts• Big Data: Scan Metadata from HDFS, HIVES and other Eco-sphere
systems• And more …
CLOUD enabled Automation Platform designed for integration Professionals
CATs are configured using a 100% metadata Driven Approach. Configured CAT, reads metadata from repository, infrastructure, file data, applies code-gen logic and generates code
based on the logic configured in the CAT.
Integrated Development Environment (IDE)Scripting language under support
• Dynamically Create Mappings in Mapping Manager – Save time of Mapping Designer (Auto-map)• Dynamically generates metadata sources and connections in Mapping Manager• Generate DDL for the target DBMS• Generate ETL Jobs to Standardize job design patterns and standards and accelerate ETL
• Standardize Job Design Standards: ESB and message Queues, Stage load, SCD Dimensions Type 1, 2 & 3, Fact etc patterns• Big Data: Generate PIG, Scoop, MapReduce and Python scripts• Generate Test SQL (Test Manager)• Generate Data Profile Scripts/Reports• Generate Data Quality Scripts/Reports (DQAM)• Generate data validation Scripts/Reports• SQL parsing and Conversion• Shell Script Parsing and Conversion• Cobol Copybooks and Program conversions • More….
What is the Quality of the Code Generated?• High quality – your architects and SME’s review and approve the CAT designs• CATs have standardization designed into them – they are TEMPLATES
What is the level of Acceleration?• It depends on the CAT and the process we are automating. Certain CATs will have a higher Rate of return on Acceleration
Who Creates CATs and What Skills are needed?• Your developers who are skilled in scripting languages or ETL tools can create CATs• AnalytiX DS – Offers CAT developers as a service, 3mos of automation CAT services is bundled with the automation package pricing
designed to train and accelerate and jumpstart your integration project.
CAT Name: SSIS CDC Stage CATCAT Objective: Automate the Source to STAGE ETL Process using CDC logic with SSISCAT Description: Create a reusable cat to automatically point to Source, read tables and generate SSIS jobs with CDC component and error handling configured.
Capability Evaluation Criteria Actual Measurement Criteria
Cost Savings There expected costs savings for the CAT is expected to be:ESTIMATED ROI:________3month _______6month _________12month
Across the following Projects:XXXXXX
Appropriate ROI period. ( GOAL Immediately at Production) Tangible reduction in SI design / build effort; agreed by vendor .ACTUAL ROI:________3month _______6month _________12month
Across the following Projects:XXXXXX
Time Savings The estimated time savings is expected to be : ______________. The actual time savings is : ______________
Scope of Automation
ETL Jobs: The CAT is expected to automate the following ETL jobs across the following systems:• System 1: 200 tables/Jobs• System 2: 300 Tables/jobs• Total 500: Jobs to automate (phase 1)The Automation template will be re-usable for ongoing development and other projects.
Coverage Suitability of this approach for a significant proportion of EDW/Data Migration loads. Evaluate fit for EDW, Data Migration, Data Conversion, other Integration Projects
Standards Adherence to EDW standards and guidelines within automation scripts / output. Naming standards. Data types. Load pattern.
Support The solution is able to be supported and maintained going forward. Defined and accepted support model. Support / maintenance costs included in ROI calculation. Stakeholder agreement on any additional or changed processes,
Simplicity Able to be incorporated into the existing EDW environment and processes without requiringadditional operational overhead.
Should not radically change existing processes.
Operating Model
Ensure the benefits provided by the automation can be fully leveraged within the designpatterns and operating model.
Solution should be easily applied and adoptable by integration and business users
Functionality Able to perform the technical functions expected of the tool. Tool installed and accessible by project team. Mapping template able to cater for SI transformations / derivations. Mapping template able to be used to produce interface specifications. Mapping template able to capture metadata. Metadata able to be propagated to downstream systems: Template able to reflect SI load pattern. CATfXable to reduce the build time for each table. Unit tests able to be generated via AMM. Integrates with existing tools and processes. Workflow / collaboration tools able to reduce time to review / signoff. One touch generation -> jobs and workflows, unit tests, imported into repository.
CAT 1: Standardize ETL Processes
CATfX Automation Framework(CATfX IDE)
Scripting Languages
Code Editorw/ versioning
Compile & Preview Results
Integrated Debugger
System Metadata• Stored in ERwin files.
Mappings from SourceData Set files back to thelegacy source systemsare stored in UserDefined Properties ofERwin files.
Mapping & Transform Logic• Mapping logic between Source
Data Set and Legacy Schemaare stored in .xls mapping files
Export and GeneratePRODUCTION READY ETL Jobs
Scan Sources & Targets Create or Upload Mappings Generate ETL Jobs From Mappings
Code Generation
Extract Map & Transform Generate Code
MAP & AUTOMATE the Data Migration PROCESSCreate Mappings & use the universal code-generator to Generate Code and accelerate the data integration process for complex data migrations
More…
Proof of Concept Process
www.analytixds.com34
CAT Configuration Recommendations
Unit Test ETL Jobs and Run Test Automation
IN SCOPE
Auto-Generate ETL
SME sends examples of mappingsAnalytiX DS Automation
Assessment Engine
POC Team AnalytiX DS +1 Customer SME
OUT OF SCOPE
Customizing CATs“Requires Paid POC”
UAT
Getting Started is FREE - Evaluation License and a supported Proof-of-Concept!
View, Edit and Manage Mappings
Data VaultRecommended Proof of Concept Process
www.analytixds.com35
Modify DV Automation CATs
1. Dan Linstedt Certification of DV CATs2. Unit Test ETL Jobs and Run Test Automation
YES
Auto-Generate Code
POC Kickoff PlanningAgree on Scope
(recommended 25 Source Tables)
Architecture Review(Assess modification to CATs)
POC Team Customer Sponsor +1
AnalytiX DS (4)Data Vault Sme + 1
Mapping Analyst +1
ETL Developer +1
CAT Developer +1
NO
UAT
Getting Started requires a dedicated support team to ensure success of all deliverables and answering of all questions
Generate and Create DV Mappings
Setup Metadata Scans, Generate DV Model
Implement Data Vault(Generate Code Deliverables and schedule loads)
Data Vault DDLData Vault Mappings
ETL Processes for: Source to Stage, Hub, Links, SatellitesGenerate Test Cases in Test Manager
UNIFIED PLATFORM MODULE OVERVIEWKey Features and Benefits
Enterprise Business Glossary
Collaborate and manage business terms, acronyms definitions and enrich
with rich media definitions such as images, videos, sound-files and more
Map semantic business definitions to physical data dictionaries and
view relationships and lineage
Manage Data Stewardship Roles, Responsibilities, Assignments, goals
Associate Business Terms to Technical Metadata, requirements, mappings,
test cases, KPI’s and more via integrated relationship manager
Generate end to end semantic and data lineage views
Promotes data quality and governance participation
and collaboration in a web based business friendly
platform
Enables greater control and visibility for all major
stakeholders and the business though an integrated
workflow process
Promotes collaboration and establishes relationships
between semantic business terms and physical data
dictionaries
Manage your Data Stewardship Program Roles,
Responsibilities, goals and ownership
Assign Roles and Responsibilities to data stewards and
business users
KEY FEATURES BENEFITS
Integrated collaboration center enables enterprise collaboration
and promotes data governance programs
Helps promote a robust Data Governance and
Stewardship program through organizational
collaboration between data stewards and the business.
Business friendly web user interface
Integrated Reporting and Import/Export Features
Enables business users IT to create, manage and collaborate on common business vocabulary across the organization Supports regulatory compliance,
data governance, and data stewardship initiatives by governing business vocabulary terms and enabling lineage maps showing how semantic definitions
are related to physical data dictionaries, data mappings, lineage of federated data in a business friendly governance platform.
Requirements Manager
Standardize the requirements documentation process using
customizable “requirements template” to capturing requirements
Capture various Artifacts/Specifications beyond Requirements
Link Requirements to Mappings. Test Cases and Test Results
Integrated Workflow & Approval Management Process
Dynamic association of KPIs around Requirements
Create and Publish an reusable enterprise Requirement
Specification template for the business Users to fill the requirements
Build Repeatable Requirements Documentation
processes based on your best practices
Helps capture and standardize rapidly changing
requirements
Promotes greater visibility and collaboration surrounding
the requirements management process and
downstream SDLC processes
Enterprise Level Traceability between Requirements,
Mappings, Test Cases and Test Results
Integrates with the AnalytiX DS Unified Platform bringing
together an efficient SDLC process
KEY FEATURES BENEFITS
Integrates with third party SDLC tools
Import and Export feature for MS Word and MS Excel Files
Integrated reporting and Requirement Traceability Matrix
An agile and collaborative platform to standardize the functional requirements documentation process using a customizable template driven approach. Easily, create andcustomize requirements templates to standardize the capture, trace, and requirements definition process for integration projects. Rich features allow for management offunctional requirements and how they “link” to data mappings, test cases, test results to promote greater transparency and visibility of requirements process and downstreamimpacts.
Mapping Manager
Metadata driven approach to Source to Target Mapping
Management and Code Generation
Data Lineage and Impact Analysis capability
Version Management & Change Control
Collaboration and Workflow Management
Accelerate the Pre-ETL mapping process by using the drag/drop
feature to create mapping specifications. Using the metadata
driven Drag/Drop approach eliminates scope for any human errors
Code Generation for Big Data & leading ETL/ELT Tools
Create reusable mapping templates to standardize the mapping process
Easily import Legacy Mappings
Gain better control and management of enterprise
data glossaries and the data mapping process
Seamless integration with your Organization’s
methodology toolsets
Web based User interface. no hassles of deploying any
software on the end user’s machine
Reduce project risks and lower cost
Enterprise wide visibility into Integration Projects
Robust automation framework to build repeatable
processes and standards
Deliver faster and better with higher quality deliverables
Meet regulatory and compliance standards
KEY FEATURES BENEFITS
Web user interface and roles based security to govern metadata, data
dictionaries and govern Mappings, Codesets, Code Crosswalks and
Reference Tables
Code Generation for Data Vault Methodology
Support for Agile and Iterative development
Eliminate duplicate efforts from silo project teams and
loss of knowledge capital due to attrition
Integration Industry’s leading “Pre-ETL” enterprise data mapping solution. Enables organizations to create, version and manage source to target
mappings (STM) through the change process and view end to end data lineage across the data mapping process and information management
architecture.
Reference Data Manager
Centralized Repository to create, version and maintain Codesets
and Reference Data in a business friendly interface
Manually add new codes and/or Import Codes and Reference
Data directly out of databases or files
Tightly govern the addition of new codes using the workflow
management process
Integrated Versioning and Publishing to handle the change
management and parallel deployment processes
Change Comparison Reports to identify changes between different
versions of Codesets/Reference Tables
Auto Mapping Capabilities to accelerate the development of
Code Crosswalks
Validation Rules Engine - Define and Execute SQL Queries on Reference
Tables to identify duplicate rows, integrity violations, nulls etc.
Deploy Reference Tables and Codesets to various environments
using the publishing capabilities
Standardize and collaborate Codeset & Reference
Data Management across the Enterprise
Streamline Conversion between legacy and enterprise
Codesets
Gain better control and management over Codesets
and Code Crosswalks
Gain better governance, control and manageability of
enterprise reference data
Meet regulatory, compliance and process audit
Build repeatable processes and solutions
Compliance to healthcare standards like HIPAA, SOX
etc.
Improve Data Quality confidence
KEY FEATURES BENEFITS
Restricted User Access to tightly manager and govern Codesets,
Code Crosswalks and Reference Tables
Enables business and IT users to scan, manage, validate and version govern code-sets and reference data across the organization. Perform validation,
link to mappings and integrate with ETL Processes to ensure consistency across governed reference data.
Release Manager
Centralized repository to manage and govern releases and all
release artifacts
Integrated Release Plans and enterprise Calendar views
Integrated Workflow Management & Approval process
Detailed change and audit tracking
Easy to use UI to collaborate and standardize the release processes
Automatic promotion of mappings and tight alignment with
releases when used in conjunction with Mapping Manager
Quickly view and generate release plans and other release reports
Integration with Third party configuration management tools
through CATfX
Empowers release managers to define and promote
best practices and standards
Streamline, collaborate and every aspect of the release
management process
Reduce risk and meet corporate compliance standards
Standardize and govern all documentation surrounding
the release management process
Global visibility into the release process and release
objects
Release management audit-trail tracking and support
Increased productivity and improved organizational
autonomy via shared and collaborative release
management environment
Streamline communication and collaboration
KEY FEATURES BENEFITS
Enables Program and Project Managers to create, validate and manage releases, release calendars and release artefacts such as ETL Jobs, Data
Mappings, Database Objects, Server objects, release notes and more to standardize all release processes and documentations standards around the
release process.
Test Manager
Comprehensive Test Case Management Capabilities
Integrated Test Case Repository to manage reusable test cases, test
SQL and governance of the the entire testing process
Customizable and Scalable Automation Testing Framework
Test SQL Generation and documentation of Testing Results
Integration with leading Testing Tools like HP-ALM
Testing Automation for Data Vault Methodology
Centralized Repository to manage Test Cases and other
test artifacts
Improves testing efficiency by enhancing collaboration
between testers and developers
Promotes the reusability and accessibility of test cases
Increases visibility so all stakeholders can monitor test
processes and gauge application readiness
Testing Automation and Customization with the CATfX
Framework
Supports connectivity to any Database and big data
systems
Manage data migration projects and reconcile old and
new system for data correctness
Streamline communication and collaboration
KEY FEATURES BENEFITS
Auto Generation of reusable Test Cases based on source and
target metadata
Testing Report Summaries
Test Manager enables Test Cases and Test SQL generation to be managed in a purpose built module for testing data mappings and ETL processes. There are over 15+ built-inautomation CATS which enable immediate creation of Test Cases and TEST SQL to accelerate the testing phases of integration projects.
Data Quality Assessment Manager (DQAM)
Remediate invalid values and create data repair scripts
Easily Manage Data Quality Scores (A,B,C,D, and F) and enable
governance and stewardship programs
Collaborative review and integrated workflow process
Define monitoring and remediation rules to correct and improve
data
Publish Data Quality Assessment & Six Sigma Category Scores
Compliments existing DQ and MDM tools available on the market
Schedule assessments, monitoring rules and trend DQ scores
Enterprise data quality management. Take advantage
of the data quality console for an enterprise view of your
data quality scores and programs
Assign and track data quality tasks to completion using
the integrated project management capability
Enables ability to measure effectiveness of data quality
and stewardship programs by trending quality scores
Business-friendly interfaces and workflow. The workflow
separates the technical and analysis functions
supporting business-friendly interfaces for end-users
Meet compliance and Data Quality standards
KEY FEATURES BENEFITS
Engage Business Users and standard and execute a formal Data
Quality Assessment Methodology
Govern valid and Invalid values and categories data quality issues
Enables organizations to standardize and execute a formal data quality assessment methodology by selecting the objects which should be assessed,
scheduling the assessments, manage the data quality scores and workflow review process. Governance features manage data steward and
stakeholder accountability for the quality reviews and sign-off. Govern valid values, invalid values, remediation rules and generate scripts to “fix/repair”
invalid data values.
Reporting Manager
Flexible Reporting
Build Charts and Dashboards
Customized Reporting and publishing Capabilities
Connectors to leading databases and third party apps
Schedulers to automate report generation to key stakeholders
Helps improve decision making and promotes cross-
team collaboration across the SDLC process
Bring in greater control and visibility for all major
stakeholders through the integrated reporting portal
Business friendly user interface, enables team
dashboards and reports to be published
Ability to report on internal and external repositories
KEY FEATURES BENEFITS
Helps build a robust Reporting Portal specifically around
the data management and SDLC process to promote
more efficient status and workflow management
reporting.
Role based security to govern access and publishing controls
Enables IT teams to quickly build and configure reports and dashboards from AnalytiX DS repository to manage their teams workflow status and
cross team communication by creating and publishing reports and dashboards to streamline communications across the data management
process. The easy to use interface enables reporting 10 times faster without all the training hassles required by larger BI reporting platforms.
Metadata Management Plug-ins
Sync AnalytiX DS metadata repositories to third party metadata
management tool platforms
Compliments external metadata repositories by leverage a rich set
of pre-built “connectors” others tools to do not support (e.g. Cobol
Programs, Reverse Engineer ETL jobs, code Parsers, Data Mappings
and more)
Ability to customize existing connectors via CATfX
Schedulers to automate synch processes
Maximizes the investment of existing metadata
management platforms
Extends capabilities of existing metadata management
platforms using AnalytiX DS plug-ins for unsupported
data sources
Enables End to End Lineage and greater support of
data sources
Ability to sync business oriented data mappings and
view data mappings alongside of ETL jobs
KEY FEATURES BENEFITS
Ability to consolidate business reference data and
codeset standards within the enterprise metadata
repository.Role based security to govern access and publishing controls
Metadata plug-in are available for Informatica Metadata Manager, IBM Metadata Workbench/GDC, DAG metacentre and Rochade. This enables all the metadata in MappingManager Unified Platform to be ported into third party metadata environments. Metadata connectors for all ETL Tools, Java Scripts, Cobol copybooks, Cobol Programs, SalesForce.com and more.
Global community of automation developers and connectors
available via AnalytiX DS automation marketplace
Code Automation Template Framework (CATfX)
Multitude of scripting language support for the developer
community (JavaScript, JRuby, Groovy, J-Python, R & XSLT)
End to End Automation Framework
Developer Friendly Integrated Development Environment
Automation for ETL, SQL, Big Data and much more…
ETL/ELT Standardization and Automation
Testing and Custom Code Generation
Code Gen for Data Vault Methodology
Workflow Management for Sequential Execution of Automated
Tasks
Enterprise Code management
Drastically increases developer productivity with
reusable code automation templates(CATs)
Fits seamlessly into Agile Development methodologies
ensuring rapid development to quickly changing
requirements
Reduce repetitive and time consuming manual tasks
Increase quality, standards & time to value
Drastically reduce costs
Generate re-usable templates based on Job design
best practices
Wider adaptability due to amount of supported scripting
languages
KEY FEATURES BENEFITS
Create and version Re-usable code automation templates (CAT)
The integration Industry’s first Automation Platform for Data Integration Professionals. CATfX Defines Work Smarter. Save Big. Create, version and publish
re-usable code automation templates (CATS) to generate code for Big Data, ETL/ELT Tools, Code Parsers, SQL generation or Custom Adaptors and
Connectors to anything by Scanning metadata and Generate code for anything using a 100% metadata driven approach to automation. The
automation marketplace is a global marketplace for automation developers to post automation CATs for the global community to browse buy, sell and
download to automate manual process.
Mapping Manager Jumpstart
Installation, training, and services to
get stared quickly.
ETL Center of Excellence
AnalytiX DS can assist enabling your best
practices and generate code-automation
templates to drive standards and perform
production monitoring of ETL Processes.
LiteSpeed Conversion Services
Quickly convert between one legacy
ETL Platform to another using software
driven automation & our conversion
methodology. LiteSpeed Conversion &
Autonomy.
Team Enablement Services
AnalytiX DS certified resources can
augment your team and accelerate
Mapping, ETL, Testing and Big Data.
Automation Jumpstart (CATfX)
Jumpstart program is intended to
analyze manual integration processes
and build ‘reusable’ CATs to
automate, standardize and accelerate
the process.
Available Services• Services Categories
Mission Statement:
We are driven by our relentless focus on the “pursuit of Excellence”, we will constantly strive to implement the critical initiatives required to achieve our vision. In doing this, we will deliver operational & innovation excellence in every
corner of the Company and meet or exceed our commitments to our customers, our employees and our partners. All of our long-term strategies and short-term actions will be molded by a set of core values that are shared by each and
every associate aimed at ensuring customer success and innovating the Data Integration industry and remaining a leader in enterprise data mapping, governance and automation. We strive for Excellence in everything we do!
QA
Data Quality & Testing Automation
Jumpstart program around Data Quality and
Testing Are available with Test Manager & Data
Quality Manager Modules.
Service Program Offerings• Available Services Programs
Ask about our team enablement services and discount schedules for
Automation support servicesGovernance & Data Quality support services
Data Mapping support services
Big Data support ServicesETL/ ELT Center of Excellence
Production Support & Monitoring support services
Mapping Manager Module(Screen Orientation)Enterprise Data Mapping, Governance & Automation
Build Mappings
usingDrag n Drop
Project & Mapping Browser
S2T Mapping Specifications
Auto-GenerateETL Jobs
Metadata Browser(Manage Data Dictionaries)
Business GlossariesRDBMS Metadata
Data ModelsFile Data
Internet of Things (IoT)JSON
Hadoop HDFSHIVE
Ecosphere DBMS More
Previously Versioned Mappings
Mapping Details (Customizable)
Mapping Manager (reverse Lineage view)
Mapping Manager – Integration Library (CATfX Published re-usable automation templates)
Click the Integration Library icon
Integration categories
Release Manager – Gain Control of Release Schedules and Release Objects
Work Smart. Save Big
Before you think about writing code forweeks and months on end – think abouthow the code can be automaticallygenerated. Then contact the experts atAnalytiX DS to for review with anautomation expert.
We have an extensive library of automationtemplates in our library which will work for your orcan be customized to fit your exact automationrequirement.
The larger the coding task – the better! We cancreate a reusable automation template that cansave hundreds of man hours and hundreds ofthousands of dollars by addressing the manualcoding effort with automation techniques madepossible with our CATfX Automation Framework.
Idea Concept Library Metadata Any Volume
AUTOMATION MADE EASY.We create re-usable automation solutions to your most complex and expensive processes