Data Quality Management, microservices

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Bad data quality implications and root causey does your customer care?

Good data quality is a prerequisite

for operational and analytical

applications

Without data quality processes…

It is difficult to determine the right target

audience for marketing campaigns

Inaccurate information causes delayed

shipments and lower customer

satisfaction

Costs are high due to account

duplications, and response-rate is low

Reporting uses wrong data – this leads to

incorrect conclusions/decisions

Sales representatives cannot able

identify relevant accounts

Root Cause

Sources of Data Quality Problems

75%

75%

46%

40%

38%

26%

25%

20%

7%

Data entry by employees

Inconsistent definitions of common terms

Data migration or conversion projects

Mixed expectations by users

External data

Data entry by customers

System errors

Changes to source systems

Other

Based on 632 respondents who could select multiple answers. TDWI Research Survey 2006


SAP Data Quality Management,

microservices embeds data cleansing and

enrichment services within any business

process or application with a self-service,

right-sized consumption model. It is quickly

deployed on many SAP applications with pre-

built integration, eliminating operational

complexity and infrastructure costs.

SAP is the ONLY vendor offering industry

leading data quality solutions and

applications. This allows SAP to provide

seamless end-to-end solutions, all from one

vendor.

From the Leader in

Data Integration and Quality

Introducing SAP Data Quality

Management, microservices


What is SAP Data Quality Management, microservices?Data cleansing services in the Cloud

Customer / Partner

Applications

C4C SFSF

OtherS/4H

SCP

Cloud Applications

Suite S/4H HANAData

Services

On-Premise

Applications

SAP Data Quality


Address Cleansing

Reverse/Geocoding

Other Services…

Application Service

Easy to Integrate RESTful services

with partner/customer applications,

includes integration w/ many SAP

applications

Consumption-based pricing

model, sold as a stand alone

service separate from SAP Cloud

Platform

Address cleansing/validation,

Geocoding, & Reverse

Geocoding REST Services powered

by SAP Cloud Platform

Global Solution supporting

Address cleansing in 240+

countries as well as high-quality

Geo capabilities in many Countries

Industry Leading Solution based

on 30+ years of SAP Data Quality

Management technology

1

2

3

4

5

SAP

Cloud Platform


Benefits of Address Cleansing and Geolocation Services

Accurate Location Analytics

Correct, consistent and standardized location

information will ensure accurate location

analytics to make better business decisions.

https://www.ups.com/media/en/additional_charges_daily.pdf

Increased customer satisfaction

Ensure timely delivery of packages and

communications

Provide relevant communication based on

location intelligence

Reduced Unnecessary Costs

Reduce undeliverable package fees, returned

mail and possible government compliance fee’s

for incorrect employee address information.


Simple example

Address1 Address2 City Region Postal Country

121 Trellis Ln <Blank> escondid California <Blank> USA

121 Trellis Lane <Blank> Escondido <Blank> 92026 USA

121 trelis Ln. <Blank> Escondido CA 92026 USA

Delivery address City State Zip Zip4 Longitude Latitude

121 Trellis Ln Escondido CA 92026 2078 -117.09002 33.14502399



SAP Data Quality Management, microservices

Address Cleansing

Geocoding & Reverse Geocoding

Other Services…

SAP

Cloud Platform


SAP solutions for Enterprise Information Management Information ready for action

Analytics

Big Data & IoT

Business

Processes

Compliance

Information Lifecycle

Management

Master Data

Management

Content

ManagementData

Discovery

Data

Integration

Data Quality

Management

GOVERN


Data Quality solutions from SAP

Measure

Analyze

Parse

Standardize

Validate/

Correct

Enhance

Match

Consolidate

Data

Quality

SAP Data Services

SAP HANA,

smart data quality

Data Quality Management,

microservices

Information Steward

Agile Data Preparation

Continuous

Monitoring


SAP Cloud PlatformThe enterprise capabilities you need to succeed in the cloud

Business

Services

MobileSecurity Data &

Storage

Dev & Ops

User Experience Internet of ThingsIntegrationCollaboration Analytics


Why address cleansing and validation?Does this look like a valid address?

6 St. Andrews Court

Thame OX9 3GG


What if we can …Identify, add missing elements, correct and normalize address data?

6 St. Andrews Court

Wellington St.

GB

Thame OX9 3WT

6 St. Andrews CourtBuilding Name

Street Name

PostcodeCity Name

Country


Basic feature: Geocoding

Geocoding is the process of finding associated geographic coordinates (latitude/longitude) from

other geographic data such as street addresses or postal codes

Output

43.81162, -91.24488

Input

800 Main St, La Crosse, WI, 54601

Cascade Geo assignments:

Find the best coordinate for an address, in the following sequence:

3. Postcode /

Locality

Centroid

2. Primary

Number

Interpolated

1. Primary

Number Exact

(Parcel)

101 Main St

191 Main St

381 Main St


Basic feature: Reverse geocoding

Reverse Geocoding is finding a street address from geographic coordinates

Output

800 Main St, La Crosse, WI, 54601, La Crosse Public Library, 0km

800-899 Main St, La Crosse, WI, 54601, 0.0009km

801 Main St, La Crosse, WI, 54601, 0.0032km

820 Main St, La Crosse, WI, 54601, 0.0314km

Input

43.81162, -91.24488



Two components

1. “Web Service” API – HTTPS/JSON

2. Web-based user interface (optional, does not apply to reverse geocoding)

Customer

Applications


Address Cleansing

Reverse/Geocoding

Other Services…

SAP

Cloud Platform


Address cleansing maturity at SAP – Postal Certifications Proven and trusted solution (30+ years experience, Firstlogic/BusinessObjects technology)

SAP Data Quality Solutions have held major Postal Certifications since their inception

SAP is one of very few vendors that hold these 5 postal certifications


Region/ Location Status

Ashburn, NA operational

Phoenix, NA operational

Amsterdam, EU operational

Rot, EU operational

Sydney, ANZ operational

Tokyo, APJ operational

Shanghai, APJ operational

Dubai, EMEA Q3/2017

Moscow, Asia Q3/2017

Toronto, NA Q3/2017

Sao Paulo, LATAM Q4/2017

AWS, EU operational

AWS, NA operational

Azure, NA (beta) operational

Phoenix

Toronto

Ashburn

Sao Paulo

Amsterdam

St. Leon-Rot

Moscow

Dubai

Sydney

Shanghai Tokyo

Frankfurt

US East US West

SAP DC operational

SAP DC planned

AWS CF

Azure CF

1 2

DQM, microservices only

available in St. Leon-Rot initially.

Inquire about other data centers.

SAP Cloud Platform Data Center Build-Out with

Data Quality Management, microservices current support

Disclaimer: Dates are subject to change and considerable delays

may be introduced due to unforeseen circumstances.

1) BETA , 2) planned innovations / future direction

Current Integration Scenarios SupportedSAP Data Services

SAP Hybris Cloud for Customer

SAP Business Suite and S/4HANA (On-premises and Private Cloud)


Clean and Accurate Data at Point of EntryProvides Extended Data Quality Capabilities

Extend SAP Data Services

Common Use Scenarios

Simplify use of address cleansing/geocoding

Hybrid use of on-premises and DQM, microservices to

maximize value

Data Quality Firewall

Pre-built integrations with SAP Applications

Customer integrations with non-SAP Applications

Data Quality

Management,

microservices

Data Quality

Management,

microservices

Data

Services

Data Warehouse

SAP

Non-SAP

Cleansing

Cleansing

Cloud

Cloud

Cloud

Cloud


SAP Data Services

One Runtime Architecture & Services

Unified Metadata

ETL

Data Quality

Profiling

Text Analytics

One consistent UI

Data Quality Management, microservicesIntegration with SAP Data Services

Data Services 4.2 SP08

New data quality management,

microservices transform

Address cleansing & geolocation

services

Real-time and batch processing

Hybrid model also supported:

Combining on-premises

processing of some countries,

and processing others through

the microservices

Model

Run Configure

Map

SAP Data Quality

Management,

microservices

1. (Optionally) Model configuration

for use with Data Services2. Model dataflow to process data

through DQM, microservices

3. Execute data services jobCloud


New Data Services Data Store

Type “SAP DQM microservices”

Configure URL to DQM,

microservices for your specific

account

Configure other connection

information – authentication, proxy,

SSL, …

Data Quality Management, microservicesIntegration with SAP Data Services

New DQM,

microservices

transformation


SAP Hybris Cloud for Customer

With SAP Hybris Cloud for

Customer 1705 release we offer an

out of box integration with SAP

DQM, microservice

New action on accounts quick

create and detail view to validate /

standardize / geo-code addresses


microservices must be licensed to

enable capability

SAP Hybris Cloud for Customer Integration (NEW in 1705)

Addresses

SAP Hybris Cloud for

Customer


microservices (NEW!)

Cloud


SAP Hybris Cloud for Customer Integration (NEW in 1705)

Validated Address returned to fields

Incomplete Address entered


Data Quality Management,

version for SAP (ABAP Add-on)

Create a real-time Data Quality

firewall to enable trusted data

from entry to reporting

ABAP Add-on included w/ Data

Quality Management,

microservices

Instant savings on business

and IT costs by:

Improving productivity through

use of native UI and data entry

validation

Reducing redundant work and

manual data cleansing

downstream

Data Quality Management, Integration with Business Suite and S/4HANA Embeddable natively into applications

SAP Data Services

SAP HANA, smart data

quality


microservices (NEW)

Cloud

SAP Business Suite

Applications Supported

Master Data

Governance

SAP S/4

(on premise)SAP ERP

SAP CRM

Business Address Services (Badi)

ABAP Add-on


Example address cleansing from Business Suite and S/4HANA integration Automatically completes and corrects entries, then presents to user for approval

Incomplete Address

entered

Compared Original and Validated Addresses Validated Address returned to fields


Example address cleansing from Business Suite and S/4HANA integration Presents Suggested Correct Addresses if input results an ambiguous match

Incomplete Address

entered

Primary Address

Suggestion (Street)


Example address cleansing from Business Suite and S/4HANA integration Then presents the selection to the user for approval

Compared Original

and Validated

Addresses Validated Address

returned to fields

Summary


Why SAP Data Quality Management, microservices?Simple consumption of core data quality services

Pre-built

Integrations

Simple

Consumption

Consumption-based

Licensing

SAP Data Quality Management, microservices embeds

data cleansing and enrichment services within any business

process or application with a self-service, right-sized

consumption model

Includes integrations with

many SAP Applications

Simple to consume via the

Cloud

Global solution

Trusted vendor with 30+ years

experience in address

cleansing and geocoding



Summary

Benefits

Simple

Prebuilt Integrations


Mature Solution

Strong partnerships

Try for FREE on

SAP Cloud Platform,

developer edition

Generally Available NOW!

Customer / Partner

Applications

Suite S/4H HANAData

Services

On-premises

Applications

SAP Data Quality


Address Cleansing

Reverse/Geocoding

Other Services…

SAP

Cloud Platform

C4C SFSF

OtherS/4H

SCP

Cloud Applications


Contact your

SAP

Account

Executive

Get started with SAP Data Quality Management, microservices

Find out

more about

SAP Data Quality

Management,

microservices:

sap.com

Subscribe to the

EIM YouTube Channel

Try on SAP Cloud Platform,

developer edition

Read the Blog

https://www.sap.com/products/technology-platforms/enterprise-information-management-eim.html

https://www.youtube.com/playlist?list=PLtTA9OzhFl87C9yRVrv7mgtl5TPTjp4yR

https://blogs.sap.com/2017/03/19/sap-data-quality-management-microservices-generally-available-to-customers/

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Data Quality Management, microservices - SAP Store

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