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Rackspace Data Assessment - Coggle Diagram
Rackspace Data Assessment
Rackspace Offerings
Cloud data maturity
BI Target operating model
ASM Example BI TOM & DL TOM
DataLake Target Operating Model
Define DL Lifecycle
Define Roles
Trainings/Working Workshops
Data Governance Strategy
Dataset Catalog
Data Element Catalog
Dataflow Catalog
Business Matrix
Standards
Datasets
Source data
Security
Data Privacy
Data Retention
Monitoring
Usage Tracking
Report Lineage
Data Quality Monitoring
Job Monitoring
Automate Resource Monitoring
Hadoop assessment
Hadoop to cloud native
WAR
Existing Cloud data platform customer already using azure
DWH assessment
on-prem DWH - cloud native migration
DWH or Datalake
Build new DWH or Datalake
Cloud Native Data Platform
Existing DWH on Cloud -> Modernize
additional Data Integration (ERP - SAP, Oracle), CRM, HRMS, Salesforce, Monday.com etc.,
Re-platforming
Managed SQL instance to Synapse/Azure SQL/Databricks
Automation
Implementing data engineering framework (Guzzle)
BI Assessment
Platform migration
Tableau to PowerBI
SSRS to PowerBI
Qlik to PowerBI
Process
Define the Scope of Assessment
Data Discovery & Inventory
Data Flow Mapping (High Level)
DQ analysis
Technical Review
Infra
Hardware
Network
Design Patterns
Software
Security
Data
Identify PII
Data Masking
Review Data Residency Policies
Authentication
AD
SSO
Authorization
Row / Object Level
Subject area
Encryption assessment
Key based Encryption
downstream consumption
Process Review
data governance
data integration
Recommendations
Assessment Findings
Tools & Technology fitment
Implementation Roadmap
MVP state
Target State
Timelines
Estimated Cost/Investment
Architecture (MVP + Target)
Artifacts
WAR checklist
Cloud Data Maturity - Checklist
DWH Assessment - (Samples - UBTC/Zueilch Pharma)
Tooling - depending on tech (Synapse pathway)
Hadoop Assesment
DB accelerator (DB Hadoop Profiler) - to access sizing (target db)
Hive Migration accelerator (RS)
Presto accelerators
Unravel (others)
Outcomes
DWH assessment
Assessment Learnings
Current State Architecture
Inventory of data sources
Data Volume & growth
Current Data governance practices
Migration Approach
To-be Architecture
High Level Project Plan
Estimated Azure Consumption Cost
Assumptions & Dependencies
Cloud Data maturity
DL TOM document
BI TOM document
Hadoop assessment
Similar to DWH assessment
WAR
Recommendations for improvement
Best Practices
Implementation roadmap
Benchmarking results
BI Assessment
Inventory of Reports & datasets/Models
Detailed Plan with Prioritization
Implementation strategy
Cost & Timelines