SFScon22 - Grazia Cazzin - Open source analytics and business intelligence.pdf

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This talk presents some use cases from both public sector and private companies where KNOWAGE, the open source analytics and business intelligence suite made in Italy, enabled a deeper understanding of ongoing phenomena and allowed reaching data-driven decisions. For each project, the speaker will highlight goals and initial requirements, the open source stack exploited, the values brought by the solution and the benefits gained through open source.

Software

Analytics and business intelligence
with professional open source

11,600+
EMPLOYEES
60+
OFFICES AROUND
THE WORLD
1,000+
GLOBAL HQ
ROME, ITALY
BASED IN EUROPE,
NORTH AMERICA,
LATIN AMERICA
30+
PROPRIETARY SOLUTIONS
FOR ALL MARKET SECTORS
NEW HIRES
PER YEAR
OFFICES
PROJECTS
ENGINEERING / THE DIGITAL TRANSFORMATION COMPANY

ENGINEERING / DATA & ANALYTICS
200+
Professionals
20+
Partnerships
and Academic Collaborations
50+
Projects/year
1
Dedicated
Competence Center

OVERVIEW / KNOWAGE IN A NUTSHELL
• Analytics and Business Intelligence (ABI) criteria
• Advanced features for modern BI
• Self-service & ad-hoc reporting
• Mash-up and high-customization
• Responsive GUI, ready for mobile
• Multiple data sources (in the same document)
• Any data, many goals, open architecture
• OEM enabler
• Open source and open standard
• Community edition & enterprise edition
• On-premise/on-cloud/SaaS

INTERACTIVE DASHBOARD
STATIC & SCHEDULED REPORTS
OVERVIEW / FULL ABI SUITE
SELF-SERVICE ANALYSIS
KPIs
OLAP & WHAT-IF
VISUAL DATA EXPLORATION

EMBEDDED CUSTOM CODE FULL ADMIN CAPABILITIES
MY WORKSPACE & OPEN DATA
HIGH LEVEL CUSTOMIZATION
OVERVIEW / FULL ABI SUITE
SPATIAL DATA DATA MASHUP

Universal data set
Technical user
End user
Metamodel
Direct access
OVERVIEW / ANY DATA

OPEN BI / CROSS DATA & MASH-UP
Spatial data, multilayer view Solr index, faceted view, full text search

MODERN BI / MEANINGFUL DATA EXPLORATION & DATA VIZ

HTML5/CSS3 INJECTION for powerful DATAVIZ (HTML WIDGET) Custom/external libraries for new visualizations (CUSTOM CHART)
R/PYTHON INJECTION for advanced DATAVIZ (R/Python widget)
OPEN BI / HIGH-CUSTOMIZATION

OPEN BI / HIGH-CUSTOMIZATION
GALLERY FOR CUSTOM WIDGETS
• Pre-built custom widgets (HTML, R/PYTHON, CHART)
• Design one, use everywhere
• Enrich and empower your dashboards
• Enable templating
CATALOGUE FOR CUSTOM FUNCTIONS
• Pre-built analytical functions
• Make data scientists part of the BI team
• Empower data set and widgets in your dashboards
• Spread analytics

USE CASE
Predictive maintenance
Manufacturing

USE CASE
Non intrusive load monitoring
Energy

NILM / Building energy consumption
User experience

Last mile / DataViz as AI enabler
#Usability
#Complexity

CONCLUSIONS / WHY OS ?
FOR ANY ENTERPRISE
• Professional open source
• Trusted
• Drive innovation
• No lock-in
• Open competition
FOR PUBLIC ADMINISTRATIONS
• Reuse by default
• Public & shared value
• Open roadmaps & transparency
• European (and Italian) solutions
• Public money, Public ROI

www.knowage-suite.com
demo.knowage-suite.com
knowage@eng.it
THAN YOU!

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