Critical Success Factors for A Data Analytics Initiative
18
© Sasken Communication Technologies 1 Critical Success Factors for A Data Analytics Initiative Jagadish Iyengar VP & Head - Digital Transformation Services
-
Upload
sasken -
Category
Data & Analytics
-
view
227 -
download
2
Transcript of Critical Success Factors for A Data Analytics Initiative
© Sasken Communication Technologies 1
Critical Success Factors for
A Data Analytics Initiative
Jagadish Iyengar VP & Head - Digital Transformation Services
2 © Sasken Communication Technologies
The search for insights… in an ocean of data.
3 © Sasken Communication Technologies
Why do analytics initiatives go wrong?
Data
Tools
Skills
Mindset
Sponsorship
4 © Sasken Communication Technologies
Why do analytics initiatives go wrong?
Data
Tools
Skills
Mindset
Sponsorship
Not starting is a real risk!
5 © Sasken Communication Technologies
A journey of a thousand miles begins with a single step
(Lao Tzu)
6 © Sasken Communication Technologies
Where do you begin? What are you looking for?
7 © Sasken Communication Technologies
Data Availability & Quality
Granularity?
Historical data?
“Negative” data?
…
Consistency?
Accuracy?
Completeness?
…
Availability Quality
8 © Sasken Communication Technologies
Data Availability & Quality
Granularity?
Historical data?
“Negative” data?
…
Consistency?
Quality?
Completeness?
…
Availability Quality
9 © Sasken Communication Technologies
Tools, Working environment To Manage the 3 V’s
• « Big » data
• Ingestion, Persistance, Processing
• On-premise vs cloud
• Stream processing
• Fast data
• Lambda architecture
• Structured versus unstructured
• Multimedia
• Semantic
Volume
Variety
Velocity
10 © Sasken Communication Technologies
Tools, Working environment To Manage the 3 V’s
Volume
Variety
Velocity
• « Big » data
• Ingestion, Persistance, Processing
• On-premise vs cloud
• Stream processing
• Fast data
• Lambda architecture
• Structured versus unstructured
• Multimedia
• Semantic
11 © Sasken Communication Technologies
Right combination of skills
Data
Engineering
Data
Science
Business
Domain
12 © Sasken Communication Technologies
Right combination of skills
Data
Engineering
Data
Science
Business
Domain
Partner
13 © Sasken Communication Technologies
Right combination of skills
Data
Engineering
Data
Science
Business
Domain
Partner
14 © Sasken Communication Technologies
Choose a picture!
15 © Sasken Communication Technologies
Path of Discovery, rarely a linear execution plan
16 © Sasken Communication Technologies
And there will be questions…
How much will it save us?
17 © Sasken Communication Technologies
Sponsorship is key!
How much will it save us?
18 © Sasken Communication Technologies
Bon Voyage!
Visit us at www.sasken.com
Queries: [email protected]
