Download - Top Analytic Trends

Transcript
Page 1: Top Analytic Trends

Use this title slide only with an image

Top Analytic TrendsTimo Elliott, SAP Innovation Evangelist @timoelliott

Page 2: Top Analytic Trends

© 2014 SAP AG. All rights reserved. 2

More, More, More

Page 3: Top Analytic Trends

© 2013 SAP AG. All rights reserved. 3

#1

Page 4: Top Analytic Trends

© 2014 SAP AG. All rights reserved. 4

Process data Human data

Machine data

Page 5: Top Analytic Trends

© 2014 SAP AG. All rights reserved. 5Source: Forrsights Strategy Spotlight: Business Intelligence And Big Data, Q4 2012

Unstructured50TB

Semi-structured

2 TB

Structured12 TB

Only

12%used today

Average data volume per company

9 TB 75 TB

0.6 TB 5 TB

4 TB 50 TB

SMBs: LEs:

Base: 634 business intelligence users and planners

Companies don’t use most of their data

Page 6: Top Analytic Trends

© 2014 SAP AG. All rights reserved. 6

What Is “Big Data”? The Google Summary

Page 7: Top Analytic Trends

© 2014 SAP AG. All rights reserved. 7

Big Data is at Peak of Inflated Expectations…

Source: Gartner

Page 8: Top Analytic Trends

© 2014 SAP AG. All rights reserved. 8

Datification

01011011000101010101010010101001111010101010010111010101010101010010010100100100101110110101010

Page 9: Top Analytic Trends

© 2014 SAP AG. All rights reserved. 10

The Datification of Tennis

Page 10: Top Analytic Trends

© 2014 SAP AG. All rights reserved. 12

The Datification of Cars

Page 11: Top Analytic Trends

© 2014 SAP AG. All rights reserved. 13

The Datification of Cars

Page 12: Top Analytic Trends

© 2014 SAP AG. All rights reserved. 14

The Datification of Cars

Page 13: Top Analytic Trends

© 2014 SAP AG. All rights reserved. 15

Page 14: Top Analytic Trends

© 2014 SAP AG. All rights reserved. 17

The Datification of Airports

Page 15: Top Analytic Trends

© 2014 SAP AG. All rights reserved. 20

The Datification of Beer

Page 16: Top Analytic Trends

© 2014 SAP AG. All rights reserved. 21

Page 17: Top Analytic Trends

© 2014 SAP AG. All rights reserved. 22

“Data-driven decision making played a huge role in creating a second term for the 44th President. In politics, the era of big data has arrived.”

- Time Magazine

The Datification of Politics

Page 18: Top Analytic Trends

© 2014 SAP AG. All rights reserved. 23

Analytics is Part of the Customer Experience

Page 19: Top Analytic Trends

© 2014 SAP AG. All rights reserved. 24

ii i

Businessownership

ITownership

HBR: “Analytics 3.0”

Information becomes what you sell

Page 20: Top Analytic Trends

© 2014 SAP AG. All rights reserved. 25

The #1 Use of Big Data is Customer Analytics

Source: McKinsey

Page 21: Top Analytic Trends

26© 2014 SAP AG or an SAP affiliate company. All rights reserved.

CUSTOMER SPOTLIGHTL’Oréal• Be a trusted advisor for

customers

Page 22: Top Analytic Trends

© 2014 SAP AG. All rights reserved. 28

Experience Intelligence Center

Event Interception

Business Transformation

Make People Happy

I818297
Page 23: Top Analytic Trends

© 2014 SAP AG. All rights reserved. 29

Make People Happy

Page 24: Top Analytic Trends

© 2014 SAP AG. All rights reserved. 30

Enterprise Operating Systems

Page 25: Top Analytic Trends

© 2014 SAP AG. All rights reserved. 31

SMAC-down! (Social, Mobile, Analytics, Cloud)

“Every business is an information business”

Page 26: Top Analytic Trends

© 2014 SAP AG. All rights reserved. 32

Analytics Moves To The Core

Page 27: Top Analytic Trends

© 2014 SAP AG. All rights reserved. 33

Enterprise “Data Lakes” and “Data Hubs”

Page 28: Top Analytic Trends

© 2014 SAP AG. All rights reserved. 38

Hadoop Expands Data Warehouse Rather Than Replacing It

Source: Gartner

Page 29: Top Analytic Trends

© 2014 SAP AG. All rights reserved. 39

Big Data Enterprise Data Warehouses

Page 30: Top Analytic Trends

© 2014 SAP AG. All rights reserved. 40

Perfect Your Pricing and Packaging

Page 31: Top Analytic Trends

© 2014 SAP AG. All rights reserved. 41

Data Warehouse? Yes, But “Logical”

Page 32: Top Analytic Trends

© 2014 SAP AG. All rights reserved. 42

Imagine if Your Apps Looked Like a DW to BI Tools

SAP HANA

SAP HANA Live

(Virtual Data Model)

Customer Service Risk Management Team

Finance and Operations

Account Administration

Executive Management

Customers Channel Suppliers Accounting ForecastingInventory Products Pricing Planning

Page 33: Top Analytic Trends

© 2014 SAP AG. All rights reserved. 43

Here Comes HTAP

Page 34: Top Analytic Trends

© 2014 SAP AG. All rights reserved. 44

Information Capability Framework

Page 35: Top Analytic Trends

© 2014 SAP AG. All rights reserved. 45

Big Data Platforms

Page 36: Top Analytic Trends

© 2014 SAP AG. All rights reserved. 46

SAP HANA Data Platform

SAP Real-time Data Platform

MPP

Sc

ale-

Out

3rd Party BI Client

SAP NetWeaver (On Premise / Cloud)

Custom Apps

SAP Business

Suite

SAP Business

Warehouse

SAP Big Data Applications

SAP Analytics

SAP Mobile

Open Developer APIs and Protocols

Com

mon

Lan

dsca

pe M

anag

emen

t

SAP HANA PlatformSAP Sybase ASE

Com

mon

Mod

elin

gSy

base

Pow

erD

esig

ner

HA

DO

OP

3rd P

arty

DB

SAP Sybase SQLA

SAP Sybase ESP

SAP Sybase IQ

SAP Smart Data Services Platform

SAP Sybase Replication Server

SAP Data Services SAP MDG, MDMSAP

SLT

Page 37: Top Analytic Trends

© 2014 SAP AG. All rights reserved. 48

Governed Data Discovery

Page 38: Top Analytic Trends

Wikipedia

Local experts EncyclopediaBritannicaEncarta

Collective InsightAnalogy – Encyclopedias

Page 39: Top Analytic Trends

© 2014 SAP AG or an SAP affiliate company. All rights reserved. 51Public

SAP Lumira Data Discovery

Page 40: Top Analytic Trends
Page 41: Top Analytic Trends
Page 42: Top Analytic Trends

© 2014 SAP AG. All rights reserved. 57

Page 43: Top Analytic Trends

© 2014 SAP AG. All rights reserved. 58

Location

Page 44: Top Analytic Trends

© 2014 SAP AG. All rights reserved. 59

Page 45: Top Analytic Trends

© 2013 SAP AG. All rights reserved. 60

Custom Visualization With Lumira

Page 46: Top Analytic Trends

© 2014 SAP AG. All rights reserved. 61

Three Dimensions

Page 47: Top Analytic Trends

© 2014 SAP AG. All rights reserved. 62

Page 48: Top Analytic Trends

© 2014 SAP AG. All rights reserved. 63

Predictive For All

Page 49: Top Analytic Trends

Descriptive:What happened?

Diagnostic:Why did it happen?

Predictive:What will happen?

Prescriptive:How can we make it happen?

Predictive reaches maturity

Hindsight Insight Foresight

Page 50: Top Analytic Trends

© 2014 SAP AG. All rights reserved. 65

The Chauffeur Effect

Page 51: Top Analytic Trends

© 2014 SAP AG. All rights reserved. 66

Deliver The Right Offer To the Right Customer At The Right Time

Modeling time from 3 months to 3 daysUp to 4x increase in campaign response ratesFrom product to customer marketing

Page 52: Top Analytic Trends

© 2014 SAP AG. All rights reserved. 67

Skyrock: Social Network

Skyrock blogs is the world's 7th largest social network with 18M visitors and 1B page views every month

Friends recommendations of based on likes

Content recommendations

Banner personalization based on clicks

Page 53: Top Analytic Trends

© 2014 SAP AG. All rights reserved. 68

Page 54: Top Analytic Trends

© 2014 SAP AG. All rights reserved. 71

Data Inte gration and Qwality Is Still The Big Problem

Page 55: Top Analytic Trends

© 2014 SAP AG. All rights reserved. 72

Edward James Snowden

Edward Joseph Snowden

Page 56: Top Analytic Trends

© 2014 SAP AG. All rights reserved. 73

Page 57: Top Analytic Trends

© 2014 SAP AG. All rights reserved. 74

Page 58: Top Analytic Trends

© 2014 SAP AG. All rights reserved. 75

Advanced Profiling

Redundancy Profiling Address Profiling

Validate address data

Dependency Profiling Identify attribute-level

connections in data. (Normalization rules practice)

Redundancy Profiling Identify degree of duplication

Uniqueness Profiling Identify non-unique data

Drill down to duplicate and non-duplicate

records

Page 59: Top Analytic Trends

© 2014 SAP AG. All rights reserved. 76

Using Analytics To Track Data Quality

Data quality score

metrics

Latest quality score

Quality trend over time / run

Key Quality Dimensions (KPI for data), customizable

Page 60: Top Analytic Trends

© 2014 SAP AG. All rights reserved. 77

Data Wrangling and Self-Service ETL

Page 61: Top Analytic Trends

© 2014 SAP AG. All rights reserved. 78

The New Analytics Governance

Page 62: Top Analytic Trends

© 2014 SAP AG. All rights reserved. 79

Third-Generation BI Competency Centers

Page 63: Top Analytic Trends

© 2014 SAP AG. All rights reserved. 80

You Are Being

Watched

Big Data Without

Big Brother

Page 64: Top Analytic Trends

© 2014 SAP AG. All rights reserved. 81

The Analyst View

Page 65: Top Analytic Trends

© 2014 SAP AG or an SAP affiliate company. All rights reserved. 82Public

Forrester Wave: Enterprise BI Platforms, Q4 2013

Strong proof point of SAP’s leadership in the BI marketSAP finished strongly across Strategy, Current offering, and Market presence #1 on Strategy – on par with Microsoft Slightly behind IBM for Current

offering Top market presence with IBM &

MSFT

SAP moved up and right significantly in comparison to the previous Enterprise BI Platforms Wave dated from Q4 2010

SAP leads the market with broad BI innovations

1

2

3

Page 66: Top Analytic Trends

© 2014 SAP AG or an SAP affiliate company. All rights reserved. 83Public

Forrester Wave: Big Data Predictive Analytics Solutions, Q1 2013

SAP also differentiates by putting its SAP HANA in-memory appliance at thecenter of its offeringSAP finished strongly across Strategy and Current offering #1 on Strategy – on par with IBM and

SAS Slightly behind IBM and SAS for

Current offering

SAP showed up strongly for first time and #3 vendor in this space.

Newcomer SAP performs well

1

2

3

Page 67: Top Analytic Trends

© 2013 SAP AG. All rights reserved. 84

Gartner BI & Analytics a

Gartner CPM Suites Forrester ADV b Forrester Self-

Service BI cForrester Big

Data Predictive dGartner Analytics

Market Share e

SAP 1Oracle 2

IBM 3

SAS 4

Microsoft 5

MicroStrategy 6

QlikTech 7

Information Builders 9

TIBCOSpotfire 10

Tableau Software 13

Notes1. General criteria for inclusion: Vendor must have either a Leader or Challenger rating or be rated in more than one Magic QuadrantSourcesGartner - “Magic Quadrant for BI & Analytics Platforms” – Feb 2013; b. Forrester – “Forrester Wave: Advanced Data Visualization Platforms, Q3 2012” – Jul 2012; c. Forrester Wave: Self Service BI Platforms, Q2 202” – Jun 2012; d. Forrester – “Forrester Wave: Big Data Predictive Analytics Solutions, Q1 2013” – Jan 2013; e. Gartner - “Market Share Analysis: Business Intelligence, Analytics and Performance Management, 2012” – May 2013

Leader

Strong Performer

Page 68: Top Analytic Trends

© 2014 SAP AG. All rights reserved. 85

Conclusion

Page 69: Top Analytic Trends

© 2014 SAP AG. All rights reserved. 86

Thank you!

Timo Elliott, SAP

[email protected]

Twitter: @timoelliott

Blog: timoelliott.com


Top Related