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Journey to a Modern
Data Architecture
Steve Crabb | Senior Sales Engineer, Precisely
Data Architecture Melbourne 2023
“Connect opens
up the whole
database to us. If
we add any new
tables, then it’s
easy to add them
to the extraction
process and
replications.”
Quinton McKenzie
Head of Corporate Core
Sky New Zealand
CHALLENGES
• Minimize data latency replicating data
from IBM i platform and Db2
• Business analysts and data
scientists needed to request schemas
for analysis, causing delayed
data delivery/discovery
• Slow runtimes for existing bespoke ETL
IMPACT
• Real-time replication of 1000+ tables
to Snowflake
• Reduced IT involvement
• No changes to core business systems
• Fast time-to-market for new analytics
and reporting
Sky Realizes Real-
Time, Error-Free Data
Replication
Journey to a modern data architecture
of CEOs want their
organisation to be
more data-driven
83%
Source: IDC
Data-Driven
Design
Regulatory
Compliance
Advanced
analytics
Risk
Management
Data
Democratization
Customer
Retention
Supply Chain
Resilience
Financial
Modeling
Real-Time
Dashboards
Efficient
Cross-Sell and
Up-Sell
ESG
Reporting
Rapid
Product
Development
Targeted,
Personalised
Marketing
Machine
Learning
Corporate
Sustainability
Artificial
Intelligence
Journey to a modern data architecture
Data-Driven
Design
Regulatory
Compliance
Advanced
analytics
Risk
Management
Data
Democratization
Customer
Retention
Supply Chain
Resilience
Financial
Modeling
Real-Time
Dashboards
Efficient
Cross-Sell and
Up-Sell
ESG
Reporting
Rapid
Product
Development
Targeted,
Personalised
Marketing
Machine
Learning
Corporate
Sustainability
Artificial
Intelligence
Data owned by IT
Slow, batch
ETL processes
Data brought to
the solution
Separate business &
IT metadata
Massive, loosely
integrated products
Rules-based data
management
Journey to a modern data architecture
Data-Driven
Design
Regulatory
Compliance
Advanced
analytics
Risk
Management
Data
Democratization
Customer
Retention
Supply Chain
Resilience
Financial
Modeling
Real-Time
Dashboards
Efficient
Cross-Sell and
Up-Sell
ESG
Reporting
Rapid
Product
Development
Targeted,
Personalised
Marketing
Machine
Learning
Corporate
Sustainability
Artificial
Intelligence
Data owned by IT
Business &
IT collaboration
Slow, batch
ETL processes
Streaming
data pipelines
Data brought to
the solution
Data processing runs
where the data is
Separate business &
IT metadata
Shared catalog of technical
& business metadata
Massive, loosely
ntegrated products
Flexible, modular,
interoperable solution
Rules-based data
management
AI-driven rules, alerts,
and enrichment
Journey to a modern data architecture
of data
practitioners
completely trust
their data
27%
Source: IDC
Data-Driven
Design
Regulatory
Compliance
Advanced
analytics
Risk
Management
Data
Democratization
Customer
Retention
Supply Chain
Resilience
Financial
Modeling
Real-Time
Dashboards
Efficient
Cross-Sell and
Up-Sell
ESG
Reporting
Rapid
Product
Development
Targeted,
Personalised
Marketing
Machine
Learning
Corporate
Sustainability
Artificial
Intelligence
47%
of newly created data
records have at least
one critical error
68%
of organisations say
disparate data negatively
impacts their organisation
84%
of CEOs say that they
are concerned about the
integrity of the data they
are making decisions on
Data Trends Survey Forbes
HBR
Trusted data is a business imperative
For trusted data,
you need data integrity
Data integrity is data with maximum
accuracy, consistency, and context for
confident business decision-making
Data
Integrity
For trusted data,
you need data integrity
Data integrity is data with maximum
accuracy, consistency, and context for
confident business decision-making LOCATION
QUALITY
GOVERNANCE
ENRICHMENT INTEGRATION
Your unique data
integrity journey
will reflect your
business
needs
Data
Integrity
Cloud / VPC / On-Premises
Data
Integration
Data
Observability
Data
Quality
Geo
Addressing
Spatial
Analytics
Data
Governance
Data
Enrichment
APIs and SDKs
Enterprise Business
Systems
• Enterprise apps
• Analytics tools
• Precisely industry
apps
• BI dashboards
• AI/ML
Enterprise Data
Sources
• Business Intelligence
• CRM
• Workforce mgmt.
• Data warehouse
• ERP
• Billing
Data Integrity Services
Data Integrity Foundation Data catalog Intelligence Agents
Modular Interoperable Easy Intelligent Dynamic
The leader in data integrity
Our software, data enrichment products and
strategic services deliver accuracy, consistency, and
context in your data, powering confident decisions.
of the Fortune 100
99
countries
100 2,500
employees
customers
12,000
Brands you trust, trust us
Data leaders partner with us
Thank you!
precisely.com/solution/data-integration-solutions

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Journey to a Modern Data Architecture

  • 1. Journey to a Modern Data Architecture Steve Crabb | Senior Sales Engineer, Precisely Data Architecture Melbourne 2023
  • 2. “Connect opens up the whole database to us. If we add any new tables, then it’s easy to add them to the extraction process and replications.” Quinton McKenzie Head of Corporate Core Sky New Zealand CHALLENGES • Minimize data latency replicating data from IBM i platform and Db2 • Business analysts and data scientists needed to request schemas for analysis, causing delayed data delivery/discovery • Slow runtimes for existing bespoke ETL IMPACT • Real-time replication of 1000+ tables to Snowflake • Reduced IT involvement • No changes to core business systems • Fast time-to-market for new analytics and reporting Sky Realizes Real- Time, Error-Free Data Replication
  • 3. Journey to a modern data architecture of CEOs want their organisation to be more data-driven 83% Source: IDC Data-Driven Design Regulatory Compliance Advanced analytics Risk Management Data Democratization Customer Retention Supply Chain Resilience Financial Modeling Real-Time Dashboards Efficient Cross-Sell and Up-Sell ESG Reporting Rapid Product Development Targeted, Personalised Marketing Machine Learning Corporate Sustainability Artificial Intelligence
  • 4. Journey to a modern data architecture Data-Driven Design Regulatory Compliance Advanced analytics Risk Management Data Democratization Customer Retention Supply Chain Resilience Financial Modeling Real-Time Dashboards Efficient Cross-Sell and Up-Sell ESG Reporting Rapid Product Development Targeted, Personalised Marketing Machine Learning Corporate Sustainability Artificial Intelligence Data owned by IT Slow, batch ETL processes Data brought to the solution Separate business & IT metadata Massive, loosely integrated products Rules-based data management
  • 5. Journey to a modern data architecture Data-Driven Design Regulatory Compliance Advanced analytics Risk Management Data Democratization Customer Retention Supply Chain Resilience Financial Modeling Real-Time Dashboards Efficient Cross-Sell and Up-Sell ESG Reporting Rapid Product Development Targeted, Personalised Marketing Machine Learning Corporate Sustainability Artificial Intelligence Data owned by IT Business & IT collaboration Slow, batch ETL processes Streaming data pipelines Data brought to the solution Data processing runs where the data is Separate business & IT metadata Shared catalog of technical & business metadata Massive, loosely ntegrated products Flexible, modular, interoperable solution Rules-based data management AI-driven rules, alerts, and enrichment
  • 6. Journey to a modern data architecture of data practitioners completely trust their data 27% Source: IDC Data-Driven Design Regulatory Compliance Advanced analytics Risk Management Data Democratization Customer Retention Supply Chain Resilience Financial Modeling Real-Time Dashboards Efficient Cross-Sell and Up-Sell ESG Reporting Rapid Product Development Targeted, Personalised Marketing Machine Learning Corporate Sustainability Artificial Intelligence
  • 7. 47% of newly created data records have at least one critical error 68% of organisations say disparate data negatively impacts their organisation 84% of CEOs say that they are concerned about the integrity of the data they are making decisions on Data Trends Survey Forbes HBR Trusted data is a business imperative
  • 8. For trusted data, you need data integrity Data integrity is data with maximum accuracy, consistency, and context for confident business decision-making Data Integrity
  • 9. For trusted data, you need data integrity Data integrity is data with maximum accuracy, consistency, and context for confident business decision-making LOCATION QUALITY GOVERNANCE ENRICHMENT INTEGRATION Your unique data integrity journey will reflect your business needs Data Integrity
  • 10. Cloud / VPC / On-Premises Data Integration Data Observability Data Quality Geo Addressing Spatial Analytics Data Governance Data Enrichment APIs and SDKs Enterprise Business Systems • Enterprise apps • Analytics tools • Precisely industry apps • BI dashboards • AI/ML Enterprise Data Sources • Business Intelligence • CRM • Workforce mgmt. • Data warehouse • ERP • Billing Data Integrity Services Data Integrity Foundation Data catalog Intelligence Agents
  • 11. Modular Interoperable Easy Intelligent Dynamic
  • 12. The leader in data integrity Our software, data enrichment products and strategic services deliver accuracy, consistency, and context in your data, powering confident decisions. of the Fortune 100 99 countries 100 2,500 employees customers 12,000 Brands you trust, trust us Data leaders partner with us