Buyers Guide - Data Management & Analytics

Please rate the completeness of your company's Data Management and Analytics solutions and services in each of the areas below. Your responses will inform how your company is positioned in the Buyers Guide for Data Management and Analytics technologies and services. Thank you for your participation.

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* 1. Section 1 - Data Integration

	No Capability	Minimal Capability	Partial Capability	Major Capability	Full Capability
Data Extraction	Data Extraction No Capability	Data Extraction Minimal Capability	Data Extraction Partial Capability	Data Extraction Major Capability	Data Extraction Full Capability
Data Mapping	Data Mapping No Capability	Data Mapping Minimal Capability	Data Mapping Partial Capability	Data Mapping Major Capability	Data Mapping Full Capability
Data Loading and ETL (Extract, Transform, Load)	Data Loading and ETL (Extract, Transform, Load) No Capability	Data Loading and ETL (Extract, Transform, Load) Minimal Capability	Data Loading and ETL (Extract, Transform, Load) Partial Capability	Data Loading and ETL (Extract, Transform, Load) Major Capability	Data Loading and ETL (Extract, Transform, Load) Full Capability
Data Synchronization and Replication	Data Synchronization and Replication No Capability	Data Synchronization and Replication Minimal Capability	Data Synchronization and Replication Partial Capability	Data Synchronization and Replication Major Capability	Data Synchronization and Replication Full Capability
Data Quality and Governance	Data Quality and Governance No Capability	Data Quality and Governance Minimal Capability	Data Quality and Governance Partial Capability	Data Quality and Governance Major Capability	Data Quality and Governance Full Capability
Metadata Management	Metadata Management No Capability	Metadata Management Minimal Capability	Metadata Management Partial Capability	Metadata Management Major Capability	Metadata Management Full Capability
API Integration	API Integration No Capability	API Integration Minimal Capability	API Integration Partial Capability	API Integration Major Capability	API Integration Full Capability
Data Federation	Data Federation No Capability	Data Federation Minimal Capability	Data Federation Partial Capability	Data Federation Major Capability	Data Federation Full Capability

Other (please specify)

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* 2. Section 2 - Master Data Validation

	No Capability	Minimal Capability	Partial Capability	Major Capability	Full Capability
Data Collection & Cleansing	Data Collection & Cleansing No Capability	Data Collection & Cleansing Minimal Capability	Data Collection & Cleansing Partial Capability	Data Collection & Cleansing Major Capability	Data Collection & Cleansing Full Capability
Data Transformation	Data Transformation No Capability	Data Transformation Minimal Capability	Data Transformation Partial Capability	Data Transformation Major Capability	Data Transformation Full Capability
Data Validation	Data Validation No Capability	Data Validation Minimal Capability	Data Validation Partial Capability	Data Validation Major Capability	Data Validation Full Capability
Error Handling	Error Handling No Capability	Error Handling Minimal Capability	Error Handling Partial Capability	Error Handling Major Capability	Error Handling Full Capability
Reconciliation	Reconciliation No Capability	Reconciliation Minimal Capability	Reconciliation Partial Capability	Reconciliation Major Capability	Reconciliation Full Capability
User Acceptance Testing (UAT)	User Acceptance Testing (UAT) No Capability	User Acceptance Testing (UAT) Minimal Capability	User Acceptance Testing (UAT) Partial Capability	User Acceptance Testing (UAT) Major Capability	User Acceptance Testing (UAT) Full Capability

Other (please specify)

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* 3. Section 3 - Data Storage and Architecture

	No Capability	Minimal Capability	Partial Capability	Major Capability	Full Capability
Database Management System	Database Management System No Capability	Database Management System Minimal Capability	Database Management System Partial Capability	Database Management System Major Capability	Database Management System Full Capability
Data Modeling	Data Modeling No Capability	Data Modeling Minimal Capability	Data Modeling Partial Capability	Data Modeling Major Capability	Data Modeling Full Capability
Data Validation	Data Validation No Capability	Data Validation Minimal Capability	Data Validation Partial Capability	Data Validation Major Capability	Data Validation Full Capability
Data Storage and Data Lakes creation	Data Storage and Data Lakes creation No Capability	Data Storage and Data Lakes creation Minimal Capability	Data Storage and Data Lakes creation Partial Capability	Data Storage and Data Lakes creation Major Capability	Data Storage and Data Lakes creation Full Capability
Data Warehousing	Data Warehousing No Capability	Data Warehousing Minimal Capability	Data Warehousing Partial Capability	Data Warehousing Major Capability	Data Warehousing Full Capability
Data Mobility	Data Mobility No Capability	Data Mobility Minimal Capability	Data Mobility Partial Capability	Data Mobility Major Capability	Data Mobility Full Capability
Data Hub	Data Hub No Capability	Data Hub Minimal Capability	Data Hub Partial Capability	Data Hub Major Capability	Data Hub Full Capability

Other (please specify)

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* 4. Section 4 - Data Governance

	No Capability	Minimal Capability	Partial Capability	Major Capability	Full Capability
Data Quality	Data Quality No Capability	Data Quality Minimal Capability	Data Quality Partial Capability	Data Quality Major Capability	Data Quality Full Capability
Data Availability	Data Availability No Capability	Data Availability Minimal Capability	Data Availability Partial Capability	Data Availability Major Capability	Data Availability Full Capability
Data Usability	Data Usability No Capability	Data Usability Minimal Capability	Data Usability Partial Capability	Data Usability Major Capability	Data Usability Full Capability
Data Integrity	Data Integrity No Capability	Data Integrity Minimal Capability	Data Integrity Partial Capability	Data Integrity Major Capability	Data Integrity Full Capability
Data Security	Data Security No Capability	Data Security Minimal Capability	Data Security Partial Capability	Data Security Major Capability	Data Security Full Capability
Data Modeling	Data Modeling No Capability	Data Modeling Minimal Capability	Data Modeling Partial Capability	Data Modeling Major Capability	Data Modeling Full Capability
Data Compliance	Data Compliance No Capability	Data Compliance Minimal Capability	Data Compliance Partial Capability	Data Compliance Major Capability	Data Compliance Full Capability
Data Archiving	Data Archiving No Capability	Data Archiving Minimal Capability	Data Archiving Partial Capability	Data Archiving Major Capability	Data Archiving Full Capability

Other (please specify)

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* 5. Section 5 - Data Analysis and Reporting

	No Capability	Minimal Capability	Partial Capability	Major Capability	Full Capability
Data Collection	Data Collection No Capability	Data Collection Minimal Capability	Data Collection Partial Capability	Data Collection Major Capability	Data Collection Full Capability
Data Cleaning and Preprocessing	Data Cleaning and Preprocessing No Capability	Data Cleaning and Preprocessing Minimal Capability	Data Cleaning and Preprocessing Partial Capability	Data Cleaning and Preprocessing Major Capability	Data Cleaning and Preprocessing Full Capability
Data Visualization	Data Visualization No Capability	Data Visualization Minimal Capability	Data Visualization Partial Capability	Data Visualization Major Capability	Data Visualization Full Capability
Statistical Analysis	Statistical Analysis No Capability	Statistical Analysis Minimal Capability	Statistical Analysis Partial Capability	Statistical Analysis Major Capability	Statistical Analysis Full Capability
Machine Learning and Predictive Modeling	Machine Learning and Predictive Modeling No Capability	Machine Learning and Predictive Modeling Minimal Capability	Machine Learning and Predictive Modeling Partial Capability	Machine Learning and Predictive Modeling Major Capability	Machine Learning and Predictive Modeling Full Capability
Data Reporting and Dashboards	Data Reporting and Dashboards No Capability	Data Reporting and Dashboards Minimal Capability	Data Reporting and Dashboards Partial Capability	Data Reporting and Dashboards Major Capability	Data Reporting and Dashboards Full Capability
Performance Monitoring and Optimization	Performance Monitoring and Optimization No Capability	Performance Monitoring and Optimization Minimal Capability	Performance Monitoring and Optimization Partial Capability	Performance Monitoring and Optimization Major Capability	Performance Monitoring and Optimization Full Capability

Other (please specify)

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* 6. Section 6 - Data Migration and Replication

	No Capability	Minimal Capability	Partial Capability	Major Capability	Full Capability
Selective Data Transition	Selective Data Transition No Capability	Selective Data Transition Minimal Capability	Selective Data Transition Partial Capability	Selective Data Transition Major Capability	Selective Data Transition Full Capability
Greenfield Migrations	Greenfield Migrations No Capability	Greenfield Migrations Minimal Capability	Greenfield Migrations Partial Capability	Greenfield Migrations Major Capability	Greenfield Migrations Full Capability
Brownfield Migrations	Brownfield Migrations No Capability	Brownfield Migrations Minimal Capability	Brownfield Migrations Partial Capability	Brownfield Migrations Major Capability	Brownfield Migrations Full Capability

Other (please specify)

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* 7. Section 7 - Data Security

	No Capability	Minimal Capability	Partial Capability	Major Capability	Full Capability
Data Masking	Data Masking No Capability	Data Masking Minimal Capability	Data Masking Partial Capability	Data Masking Major Capability	Data Masking Full Capability
Access Controls and Monitoring	Access Controls and Monitoring No Capability	Access Controls and Monitoring Minimal Capability	Access Controls and Monitoring Partial Capability	Access Controls and Monitoring Major Capability	Access Controls and Monitoring Full Capability
Data Encryption	Data Encryption No Capability	Data Encryption Minimal Capability	Data Encryption Partial Capability	Data Encryption Major Capability	Data Encryption Full Capability
Real-time Threat Detection and Response	Real-time Threat Detection and Response No Capability	Real-time Threat Detection and Response Minimal Capability	Real-time Threat Detection and Response Partial Capability	Real-time Threat Detection and Response Major Capability	Real-time Threat Detection and Response Full Capability
Cross-Application SOD	Cross-Application SOD No Capability	Cross-Application SOD Minimal Capability	Cross-Application SOD Partial Capability	Cross-Application SOD Major Capability	Cross-Application SOD Full Capability
User Access Controls and Reviews	User Access Controls and Reviews No Capability	User Access Controls and Reviews Minimal Capability	User Access Controls and Reviews Partial Capability	User Access Controls and Reviews Major Capability	User Access Controls and Reviews Full Capability
Vulnerability Management	Vulnerability Management No Capability	Vulnerability Management Minimal Capability	Vulnerability Management Partial Capability	Vulnerability Management Major Capability	Vulnerability Management Full Capability
Code Scanning	Code Scanning No Capability	Code Scanning Minimal Capability	Code Scanning Partial Capability	Code Scanning Major Capability	Code Scanning Full Capability
Endpoint Security and Support	Endpoint Security and Support No Capability	Endpoint Security and Support Minimal Capability	Endpoint Security and Support Partial Capability	Endpoint Security and Support Major Capability	Endpoint Security and Support Full Capability

Other (please specify)

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* 8. Section 8 - Data Privacy and Compliance

	No Capability	Minimal Capability	Partial Capability	Major Capability	Full Capability
Privacy Impact Assessments and Management	Privacy Impact Assessments and Management No Capability	Privacy Impact Assessments and Management Minimal Capability	Privacy Impact Assessments and Management Partial Capability	Privacy Impact Assessments and Management Major Capability	Privacy Impact Assessments and Management Full Capability
Data Subject Rights Management	Data Subject Rights Management No Capability	Data Subject Rights Management Minimal Capability	Data Subject Rights Management Partial Capability	Data Subject Rights Management Major Capability	Data Subject Rights Management Full Capability
Vendor Due Diligence	Vendor Due Diligence No Capability	Vendor Due Diligence Minimal Capability	Vendor Due Diligence Partial Capability	Vendor Due Diligence Major Capability	Vendor Due Diligence Full Capability
Continuous Automated Compliance	Continuous Automated Compliance No Capability	Continuous Automated Compliance Minimal Capability	Continuous Automated Compliance Partial Capability	Continuous Automated Compliance Major Capability	Continuous Automated Compliance Full Capability
Policy Management	Policy Management No Capability	Policy Management Minimal Capability	Policy Management Partial Capability	Policy Management Major Capability	Policy Management Full Capability
Regulatory Compliance Management	Regulatory Compliance Management No Capability	Regulatory Compliance Management Minimal Capability	Regulatory Compliance Management Partial Capability	Regulatory Compliance Management Major Capability	Regulatory Compliance Management Full Capability

Buyers Guide - Data Management & Analytics

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* 1. Section 1 - Data Integration

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* 2. Section 2 - Master Data Validation

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* 3. Section 3 - Data Storage and Architecture

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* 4. Section 4 - Data Governance

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* 5. Section 5 - Data Analysis and Reporting

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* 6. Section 6 - Data Migration and Replication

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* 7. Section 7 - Data Security

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* 8. Section 8 - Data Privacy and Compliance

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* 9. Organization Name

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* 10. Your Name (this will not be published in the Buyers Guide)

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* 11. Your Title (this will not be published in the Buyers Guide)

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* 12. Your Email Address (this will not be published in the Buyers Guide)