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Supported Target Platforms
Snowflake
Microsoft Synapse Analytics / Fabric
Microsoft Azure SQL
Microsoft SQL Server – MSSQL
Oracle
Exasol
Postgres
Google BigQuery
Features
Features Overview
Model Driven Development
Data Vault
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3rd Normal Form – 3NF
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ETL Staging / Ingestion
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Deployment & CI/CD
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On Premises & Cloud
Security
ISO 27001:2022 Certification
SOC 2 Compliance
References
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Data Management Survey 25
Data Warehouse and Data Vault Adoption Trends
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Name
First
Last
Company
Badge Photo
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Current Situation
Automation Tool
None
BIML
Consultancy Provided
DBT Cloud
DBT Core
Selfcoded
VaultSpeed
WhereScape
Other
Modeling Tool
Architect Ellie
Enterprise Architect
Erwin
Oracle Designer
Other
DWH Target Database
Azure SQL
Azure Synapse Analytics
Big Query
Databricks
Datalake
DB2
DB2
Exasol
Hive
Microsoft Fabric
MS SQL
MySQL
Oracle
Postgres
Redshift
SAP Hana
Singlestore
Singlestore
Snowflake
Spark
Teradata
Vertica
Not clear yet
Other
ETL Tool
Fivetran
Informatica
Talend
Scheduler
Airflow
Cronacle
UC4
BI Tools
Cognos
Business Objects
Oracle
Power BI
Qlik
Tableau
Other
Replication / CDC Tool
MSSQL CDC
GoldenGate
Qlik Replicate
Modeling Style
Custom
Data Vault 1.0
Data Vault 2.0
Inmon - 3NF
Kimball - Dimensional
Snowflake
Universal Star Schema
Motivation for Change
Pains
Can't hire more data engineers
High Change Costs
High Operations Costs
Legal requirements not met
Long Backlog
Low Change Speed
Missing Documentation
Missing integrated data - data silos
Missing Trust in Data
Unreliable Data
Technology Drivers
Adopting CI/CD
Adopting Data Mesh
Adopting Data Vault
Adopting Semantic Layer
Becoming Agile
Moving to the Cloud
Business Drivers
Adopting Data Governance
Change of Control
Data Quality Initiative
Delivering Business Value
ESG Reporting
GDPR
New Regulations
Saving Costs
Potential Future Situation
Modeling Tool
Architect Ellie
Enterprise Architect
Erwin
Oracle Designer
Other
Replication / CDC Tool
MSSQL CDC
GoldenGate
Qlik Replicate
DWH Target Database
Azure SQL
Azure Synapse Analytics
Big Query
Databricks
Datalake
DB2
DB2
Exasol
Hive
Microsoft Fabric
MS SQL
MySQL
Oracle
Postgres
Redshift
SAP Hana
Singlestore
Singlestore
Snowflake
Spark
Teradata
Vertica
Not clear yet
Other
BI Tools
Cognos
Business Objects
Oracle
Power BI
Qlik
Tableau
Other
Competing against Automation Tool
None
BIML
Consultancy Provided
DBT Cloud
DBT Core
Selfcoded
VaultSpeed
WhereScape
Other
Number of Developers
Database Sizing
Notes
Phone
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