Mdm for materials –positive impact of data quality improvement
-
Upload
verdantis-inc -
Category
Technology
-
view
239 -
download
1
Transcript of Mdm for materials –positive impact of data quality improvement
![Page 1: Mdm for materials –positive impact of data quality improvement](https://reader033.fdocuments.net/reader033/viewer/2022042702/55d53f2dbb61ebb9088b4618/html5/thumbnails/1.jpg)
MDM for Materials – Positive Impact of Data Quality Improvement
Arthur RaguetteExecutive Vice President
Verdantis, Inc.Arthur @ Verdantis.com
1 732 692 3257 (m)1 609 799 5665 ext 225 (o)
MDM for Materials
.© 2014 Verdantis Inc. All Rights Reserved.
![Page 2: Mdm for materials –positive impact of data quality improvement](https://reader033.fdocuments.net/reader033/viewer/2022042702/55d53f2dbb61ebb9088b4618/html5/thumbnails/2.jpg)
Agenda
2:50 – 3:00 Introduction - Positive Impact of Data Quality Improvement
3:00 – 3:30 Customer Case Studies
Oil & Gas Service Provider – Global MDM Initiative for MRO and ETO
Global Oil & Gas (E&P) SCM/Procurement Initiative
Post Merger Material MDM Initiative
3:30 – 3:50 Questions and Answers
MDM for Materials
© 2014 Verdantis Inc. All Rights Reserved.
![Page 3: Mdm for materials –positive impact of data quality improvement](https://reader033.fdocuments.net/reader033/viewer/2022042702/55d53f2dbb61ebb9088b4618/html5/thumbnails/3.jpg)
Successful MDM projects go farther than just data migration and data aggregation.
Whether part of:
SAP Consolidation/Upgrade, or Overarching re-architecture for MDM or SCM/Logistics/Procurement Project,
Implementations that embrace master data quality improvement and master data governance have a significantly more positive impact to the business.
Impact of Data Quality Improvement
© 2014 Verdantis Inc. All Rights Reserved.© 2014 Verdantis Inc. All Rights Reserved.© 2014 Verdantis Inc. All Rights Reserved.
![Page 4: Mdm for materials –positive impact of data quality improvement](https://reader033.fdocuments.net/reader033/viewer/2022042702/55d53f2dbb61ebb9088b4618/html5/thumbnails/4.jpg)
Material Master Data – Improve Performance
Search Efficiently
“Part descriptions are short, cryptic and often
obsolete, so shop-floor technicians are unable to
locate parts and determine if it will meet their
needs.”
Reduce Inventory Costs
“We are mandated to cut inventory carrying costs by
8%, but the presence of duplicate items is diluting our
efforts, and we end up stocking the same item
multiple times in different storage bins.”
Create New Items Easily
“Technicians resort to continually creating new items
in the master because they can’t find the ones that
already exist.”
Leverage Your Spend
“My suppliers hide MFR information, but I’m sure
I’m buying the same part from multiple
distributors, and need to leverage that spend.”
Manage Categories
“I want to setup commodity sourcing strategies for high
value items and strategically critical commodities for my
plants, but lack the necessary spend overview.”
Cross Plant Inventory
“My plant in VA scraps spares for the NCX-10 bottling
machine since they are upgrading to XLT-133 …
however, the plant in WA still purchases those very
same spares.”
Number of Plants-42
Number of Source Systems-200
Data Volume-470,000 SKUs
Taxonomy-NATO,UNSPSC, Custom
Maximo, SAP & Legacy Systems
8 brands in the U.S, 13 legacy systems
102,000 customers; 63,000 suppliers
18 different business platforms including
SAP, Oracle and Baan
Harmony for 1,300,000 Item Master Records
600,000+ master records
Over 90 legacy source systems
Migration of five nuclear power sites
12 plants on non-nuclear power side
Migration of multiple company holdings
across some 29 states
© 2014 Verdantis Inc. All Rights Reserved.© 2014 Verdantis Inc. All Rights Reserved.© 2014 Verdantis Inc. All Rights Reserved.
![Page 5: Mdm for materials –positive impact of data quality improvement](https://reader033.fdocuments.net/reader033/viewer/2022042702/55d53f2dbb61ebb9088b4618/html5/thumbnails/5.jpg)
Material Master Data is:
The most complex master data domain, The most challenging to do well. Yet is the MOST rewarding in dollars and cents impact
Material Master Data needs to be SNARE(d):
Standardized Normalized Attributed Rationalized Enriched
Material Data Quality Improvement
© 2014 Verdantis Inc. All Rights Reserved.© 2014 Verdantis Inc. All Rights Reserved.
![Page 6: Mdm for materials –positive impact of data quality improvement](https://reader033.fdocuments.net/reader033/viewer/2022042702/55d53f2dbb61ebb9088b4618/html5/thumbnails/6.jpg)
Material Data Quality Improvement
VERDANTIS AUTOMATED MDM SOLUTION SUITE
GET IT CLEAN
Automated solution
for historical master
data harmonization
AutoClass AutoSpec AutoNorm AutoCrawlClassification into
pre-determined
codes
Attribute extraction
& de-duplication
software for
Material master
Normalization
& validation of
MFG, MPN and
UOM
Intelligent web
spidering tool for
Data harmonization
Verdantis Knowledgebase
Dynamic content Repository
AI Technology
AI-based Software Tools
AutoClass AutoSpec
AutoNorm AutoCrawl
VERDANTISHARMONIZE®Fully automated
solution to cleanse
and enrich historical
master data
Licensed SaaS Platform
(or a Turn-key service)
What is Harmonize? Harmonize is a customer accessible data management
platform for Material, Purchased Product, or
Catalogue Master Data. Optimized for Automated:
- Standardization
- Normalization
- Attribution
- Rationalization
- Enrichment
© 2014 Verdantis Inc. All Rights Reserved.© 2014 Verdantis Inc. All Rights Reserved.
![Page 7: Mdm for materials –positive impact of data quality improvement](https://reader033.fdocuments.net/reader033/viewer/2022042702/55d53f2dbb61ebb9088b4618/html5/thumbnails/7.jpg)
Agenda
2:50 – 3:00 Introduction - Positive Impact of Data Quality Improvement
3:00 – 3:30 Customer Case Studies
Oil & Gas Service Provider – Global MDM Initiative for MRO and ETO
Global Oil & Gas (E&P) SCM/Procurement Initiative
Post Merger Material MDM Initiative
3:30 – 3:50 Questions and Answers
MDM for Materials
© 2014 Verdantis Inc. All Rights Reserved.© 2014 Verdantis Inc. All Rights Reserved.
![Page 8: Mdm for materials –positive impact of data quality improvement](https://reader033.fdocuments.net/reader033/viewer/2022042702/55d53f2dbb61ebb9088b4618/html5/thumbnails/8.jpg)
Oil & Gas Service Provider
$8 Billion in Revenue $1 Billion in Maintenance, Repair and Operations $400 Million in Inventory
Global MDM Initiative for MRO and ETO Components
Reduce MRO SKU Counts from 400,000 to 340,000 15% Reduction in SKUs (Master Data Records) 10% Reduction in Inventory in Year one due to duplicate
identification
Customer Case Study (MDMA)
© 2014 Verdantis Inc. All Rights Reserved.© 2014 Verdantis Inc. All Rights Reserved.
![Page 9: Mdm for materials –positive impact of data quality improvement](https://reader033.fdocuments.net/reader033/viewer/2022042702/55d53f2dbb61ebb9088b4618/html5/thumbnails/9.jpg)
Before..
After
Customer Case Study (MDMA) Cont’d
MATERIAL ID DESCRIPTION MFR MPN
XXXYYYZZZ BEARING,BALL,RADIAL,SKF,PN,6309-ZJEM SKF 6309-ZJEM
XXXYYYZZZ BEARING;BALL:309SZZ,MRC,RDL,2 SEALS,SING MRC 309SZZ
XXXYYYZZZ BEARING,IMPELLER END,SKF 6214-C3 SKF 6214-C3
XXXYYYZZZ BEARING;BALL:214K,FAFNIR/TORRINGTON CO,R FAFNIR INC 214K
Verdantis Harmonize Output
MATERIAL ID XXXYYYZZZ XXXYYYZZZ XXXYYYZZZ XXXYYYZZZ
DUPLICATE GROUP Group 1 - L2 (Matching attribute values) Group 2 - L2 (Matching attribute values)
TYPE RADIAL RADIAL RADIAL
INSIDE DIAMETER 45MM 45MM 70MM 70MM
OUTSIDE DIAMETER 100MM 100MM 125MM 125MMWIDTH 25MM 25MM 24MM 24MM
GROOVE TYPE DEEP DEEP DEEP DEEP
NUMBER OF ROWS 1 1 1 1SEAL/SHIELD TYPE 1 SIDE SHIELDWEIGHT 1.84LB 1.84LB 2.340LB 2.340LB
HARMONIZED SHORT DESCRIPTION
BRG,BALL;RADIAL;45MM ID;100MM OD
BRG,BALL;RADIAL;45MM ID;100MM OD
BALL,BRG;70MM ID;125MM OD;24MM WD
BALL,BRG;RADIAL;70MM ID;125MM OD
© 2014 Verdantis Inc. All Rights Reserved.© 2014 Verdantis Inc. All Rights Reserved.
![Page 10: Mdm for materials –positive impact of data quality improvement](https://reader033.fdocuments.net/reader033/viewer/2022042702/55d53f2dbb61ebb9088b4618/html5/thumbnails/10.jpg)
Annual Inventory Carry cost reductions of 4.4% (Factored cost of capital) as write-down (positive impact to balance sheet)
400 Million in Inventory 10% Duplicate Identification 40 Million in Duplicate Inventory value Write Down of Factored Costs at 4.4% of 40 Million =
$1,760,000 positive impact to balance sheet
Customer Case Study (MDMA) Cont’d
© 2014 Verdantis Inc. All Rights Reserved.© 2014 Verdantis Inc. All Rights Reserved.
![Page 11: Mdm for materials –positive impact of data quality improvement](https://reader033.fdocuments.net/reader033/viewer/2022042702/55d53f2dbb61ebb9088b4618/html5/thumbnails/11.jpg)
Cost Reduction on aggregation of demand across 15% of $1BN in MRO
$1 Billion in Maintenance, Repair and Operations Material $15% Identified through Harmonization as Similar (Across 10%
Supplier Base) $150 Million addressable spend $12.5% reduction in costs through strategic sourcing Cost Reduction of 12.5% of $150 Million =
$18,000,000 saved in first 12 months
Customer Case Study (MDMA) Cont’d
© 2014 Verdantis Inc. All Rights Reserved.© 2014 Verdantis Inc. All Rights Reserved.
![Page 12: Mdm for materials –positive impact of data quality improvement](https://reader033.fdocuments.net/reader033/viewer/2022042702/55d53f2dbb61ebb9088b4618/html5/thumbnails/12.jpg)
Agenda
2:50 – 3:00 Introduction - Positive Impact of Data Quality Improvement
3:00 – 3:30 Customer Case Studies
Oil & Gas Service Provider – Global MDM Initiative for MRO and ETO
Global Oil & Gas (E&P) SCM/Procurement Initiative
Post Merger Material MDM Initiative
3:30 – 3:50 Questions and Answers
MDM for Materials
© 2014 Verdantis Inc. All Rights Reserved.© 2014 Verdantis Inc. All Rights Reserved.
![Page 13: Mdm for materials –positive impact of data quality improvement](https://reader033.fdocuments.net/reader033/viewer/2022042702/55d53f2dbb61ebb9088b4618/html5/thumbnails/13.jpg)
Global Oil & Gas (E&P)
$4.5 Billion in Maintenance, Repair and Operations $1.2 Billion in Inventory
Global Procurement Transformation
Identify Duplicate Material Master Data Create a common “Catalogue” for Stock items Provide supply chain visibility for Strategic Sourcing initiatives Increase policy adherence and reduce spot buys
Customer Case Study (SCV)
© 2014 Verdantis Inc. All Rights Reserved.© 2014 Verdantis Inc. All Rights Reserved.
![Page 14: Mdm for materials –positive impact of data quality improvement](https://reader033.fdocuments.net/reader033/viewer/2022042702/55d53f2dbb61ebb9088b4618/html5/thumbnails/14.jpg)
Supply Chain Visibility
70% of the $4.5 Billion in Maintenance, Repair and Operations spend is covered by pre-negotiated contract or preferred pricing
$3.15 Billion in well managed spending Data Quality Improvement consisted of:
Consistent Classification
Post Harmonization, Deduplicate the Material Master
Generate Normalized Descriptions
Extract Critical and non-Critical Technical Attributes
Enrich technical attributes and populate class/characteristic values
Support parametric search for accurate hits and
increased usage by 15% in the first year
Customer Case Study (SCV) Cont’d
© 2014 Verdantis Inc. All Rights Reserved.© 2014 Verdantis Inc. All Rights Reserved.
![Page 15: Mdm for materials –positive impact of data quality improvement](https://reader033.fdocuments.net/reader033/viewer/2022042702/55d53f2dbb61ebb9088b4618/html5/thumbnails/15.jpg)
Before… and … After
Customer Case Study (SCV) Cont’d
Material Id Input Short Description UNSPSC Title Long Description output
XXYYZZTOPSOCKET,IMPACT,#07523ML,23MM,DEEP,3/4"DR
IMPACT SOCKETSOCKET,IMPACT;DEEP;SIZE 23MM;DRIVE SIZE 3/4IN;6 POINTS;82.6MM LENGTH;FORGED ALLOY STEEL;BLACK OXIDE
XXYYZZTOP O-RING:277,MOTION,-277,VITON,11-1/2 O RING GASKET O RING;11-3/4IN OUTSIDE DIAMETER;11-1/2IN INSIDE DIAMETER;1/8IN THICKNESS;75 DURO;VITON
XXYYZZTOPGAUGE; PRESSURE:0-100 PSIG,FRONT FLGMNT,
PRESSURE GAUGEGAUGE,PRESSURE;BOURDON TUBE;0-100PSIG;DIAL SIZE 2-1/2IN;CONNECTION SIZE 1/4IN NPT; -20 TO 60DEG C;FRONT FLANGE MOUNT ;ANALOG DISPLAY;BRASS
XXYYZZTOP VALVE,SOLENOID,3/8" PORT SOLENOID VALVEVALVE,SOLENOID;SIZE 3/8IN;4 WAY;SUBBASE MOUNTED;0 TO 150 PSIG;13.8W;120VAC;60HZ;-18TO +71DEG C;BODY SANDCAST ALUMINUM
XXYYZZTOP FUSE:251 125,LF, FAST ACTING,1/8ACIRCUIT PROTECTION DEVICES
FUSE;FAST ACTING;1/8A;125VAC;3/32IN DIAMETER;9/32IN LENGTH;SIZE 1-1/2IN LEAD LENGTH;AXIAL CONNECTION;CERAMIC
XXYYZZTOPSWITCH, DIFF PRESS 0.07-0.15"WC, 15 AMP
PRESSURE SWITCHSWITCH,PRESSURE;SPDT;SIZE 1/8IN FNPT ;0.07-0.15IN WC;15A;-34.4 TO 54.4DEG C
XXYYZZTOP BEARING,BALL,RADIAL,SKF,PN,6309-ZJEM BALL BEARINGBEARING,BALL;RADIAL;45MM INSIDE DIAMETER;100MM OUTSIDE DIAMETER;25MM WIDTH;DEEP GROOVE;1 ROW;1 SIDE SHIELD;1.84LB
© 2014 Verdantis Inc. All Rights Reserved.© 2014 Verdantis Inc. All Rights Reserved.
![Page 16: Mdm for materials –positive impact of data quality improvement](https://reader033.fdocuments.net/reader033/viewer/2022042702/55d53f2dbb61ebb9088b4618/html5/thumbnails/16.jpg)
Positive impact - Reduce “Maverick” Spending
Improved Catalogue search increased usage from 60% to 75% 15% increase translates to an additional $472 Million in well
managed spend Incremental cost reduction of 16.5% (on average across categories)
of the $472 Million equaled
$77.8 Million in first year savings
Customer Case Study (SCV) Cont’d
© 2014 Verdantis Inc. All Rights Reserved.© 2014 Verdantis Inc. All Rights Reserved.
![Page 17: Mdm for materials –positive impact of data quality improvement](https://reader033.fdocuments.net/reader033/viewer/2022042702/55d53f2dbb61ebb9088b4618/html5/thumbnails/17.jpg)
Agenda
2:50 – 3:00 Introduction - Positive Impact of Data Quality Improvement
3:00 – 3:30 Customer Case Studies
Oil & Gas Service Provider – Global MDM Initiative for MRO and ETO
Global Oil & Gas (E&P) SCM/Procurement Initiative
Post Merger Material MDM Initiative
3:30 – 3:50 Questions and Answers
MDM for Materials
© 2014 Verdantis Inc. All Rights Reserved.© 2014 Verdantis Inc. All Rights Reserved.
![Page 18: Mdm for materials –positive impact of data quality improvement](https://reader033.fdocuments.net/reader033/viewer/2022042702/55d53f2dbb61ebb9088b4618/html5/thumbnails/18.jpg)
Post Acquisition Operational Improvement
A well run $5 Billion US Company acquires a badly run $10 Billion competitor
Executive team is confident of bringing best practices to the acquired company
CFO is surprised to find that he volunteered to accept the target CFO Shares his new assignment to Operations and Supply Chain
This could be ugly
Disclaimer – For this case study we have aggregated several customers
Customer Case Study (PMnA)
© 2014 Verdantis Inc. All Rights Reserved.© 2014 Verdantis Inc. All Rights Reserved.
![Page 19: Mdm for materials –positive impact of data quality improvement](https://reader033.fdocuments.net/reader033/viewer/2022042702/55d53f2dbb61ebb9088b4618/html5/thumbnails/19.jpg)
Well Run Inc.
Tight coupling of Materials Management and Procurement Systems
Organizational Ownership of Material Master by Operations Engineers
Strategic Sourcing managed by central procurement
Material Management and Logistics owned by Operations
Challenged Inc.
Materials Management linked to Financial Systems
Procurement linked to Financial Systems
Procurement operations decentralized at the facility level
Material Management decentralized to the regional level
Customer Case Study (PMnA) Cont’d
© 2014 Verdantis Inc. All Rights Reserved.© 2014 Verdantis Inc. All Rights Reserved.
![Page 20: Mdm for materials –positive impact of data quality improvement](https://reader033.fdocuments.net/reader033/viewer/2022042702/55d53f2dbb61ebb9088b4618/html5/thumbnails/20.jpg)
Post Acquisition Environment
Common Material Master for Operations, Material Management and Procurement
Single link to Financial Systems Best Practices for Material Master enforced through organization
and enabled through data governance workflow Migrate nearly 200 instances, including Material / Item Master
through:
Standard Categorization for Strategic Sourcing
Standard Nomenclature for Materials Management
Attribute Extraction, Normalization and Enrichment
Include Stock and Non-Stock Items and Extend to 3PL Catalogues
Customer Case Study (PMnA) Cont’d
© 2014 Verdantis Inc. All Rights Reserved.© 2014 Verdantis Inc. All Rights Reserved.
![Page 21: Mdm for materials –positive impact of data quality improvement](https://reader033.fdocuments.net/reader033/viewer/2022042702/55d53f2dbb61ebb9088b4618/html5/thumbnails/21.jpg)
Results
Duplicate Identification greater than 15%, close to 30% in certain categories
Workflow environment extends to edge of the organization for compliance levels over 75% in first 6 months
On Track for Savings Goals Business Case supported through our template
Customer Case Study (PMnA) Cont’d
# Elements Value Recurring Onetime
INVENTORY COST AVOIDANCE
1 Total dollar value of MRO spares purchased per year ($) 895,000,000.00$
2 Percentages of time spares are already in store when others are purchased (%) 7.5%
3 Savings total (cost avoidance), $ 67,125,000.00$ 67,125,000.00$
4 Additional savings - Stores overhead (%) 9%
5 Additional savings (inventory overhead@%), $ 6,041,250.00$ 6,041,250.00$
INVENTORY HOLDING COST REDUCTION
6 Estimated total inventory valuation, USD 179,000,000.00$
7 Estimated inventory reduction, % 8.0%
8 Estimated one-time inventory reduction, USD 14,320,000.00$ 14,320,000.00$
9 Estimated additional savings (inventory overhead (%) 18%
10 Estimated additional savings (inventory overhead@%), USD 2,506,000.00$ 2,506,000.00$
© 2014 Verdantis Inc. All Rights Reserved.© 2014 Verdantis Inc. All Rights Reserved.
![Page 22: Mdm for materials –positive impact of data quality improvement](https://reader033.fdocuments.net/reader033/viewer/2022042702/55d53f2dbb61ebb9088b4618/html5/thumbnails/22.jpg)
Agenda
2:50 – 3:00 Introduction - Positive Impact of Data Quality Improvement
3:00 – 3:30 Customer Case Studies
Oil & Gas Service Provider – Global MDM Initiative for MRO and ETO
Global Oil & Gas (E&P) SCM/Procurement Initiative
Post Merger Material MDM Initiative
3:30 – 3:50 Questions and Answers
MDM for Materials
© 2014 Verdantis Inc. All Rights Reserved.© 2014 Verdantis Inc. All Rights Reserved.
![Page 23: Mdm for materials –positive impact of data quality improvement](https://reader033.fdocuments.net/reader033/viewer/2022042702/55d53f2dbb61ebb9088b4618/html5/thumbnails/23.jpg)
Thank You!
Questions?
Arthur RaguetteExecutive Vice President
Verdantis, Inc.+1 732 692 3257 (m)
+1 609 799 5665 x225 (o)[email protected]
The name Verdantis comes from the Latin word for truth – veritas, and the
word verdant – meaning abundant and sustainable.
Verdantis, Inc. has been delivering Automated Master Data Quality
Improvement Solutions for more than a decade to Global 500 Customers
across industries, domains and the globe.
www.Verdantis.com
Info @ Verdantis.com
© 2014 Verdantis Inc. All Rights Reserved.© 2014 Verdantis Inc. All Rights Reserved.
![Page 24: Mdm for materials –positive impact of data quality improvement](https://reader033.fdocuments.net/reader033/viewer/2022042702/55d53f2dbb61ebb9088b4618/html5/thumbnails/24.jpg)
Master Data Solutions
Get access to many more research papers and case studies in our Knowledge hub!
© 2014 Verdantis Inc. All Rights Reserved.