Material MDM in a Fortune 200 Forest Products Company - A Verdantis Case Study

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Forest Product Case Study

Transcript of Material MDM in a Fortune 200 Forest Products Company - A Verdantis Case Study

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Forest Product Case Study

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The Client

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Client Challenges Affect Failed Attempt

Goals & Key Metrics

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• International forest Products Company

• Presence in 18 countries worldwide

• Annual Revenue - $22.5 billion

• Aggressive acquisition of multiple companies across the globe

• In the middle of a project that was touted as THE largest SAP ERP consolidation across North America

What We Did Enrichment

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The Challenge

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• Our customer was having a smooth sailing in the consolidation exercise till it faced the inevitable crisis- non rationalized Item/Material Masters.

• Multiple acquisitions had led to the inheritance of multiple information systems that were incompatible with each other which were – • Highly cost-ineffective• Unwieldy to maintain and

share

• Multiple, disconnected and disparate ERP systems spread over 19 Pulp Paper mills and 200 packaging locations

• Infested with high amount of duplicates, estimated to the tune of staggering 20%

• Every IT system had its unique Material Masters that catered to a specific business entity and was completely different from the Material Masters existing in other systems

• Descriptions ranged from junk characters like “1/2” to no descriptions at all

• Lack of uniformity in the coding schemas and varied from NATO to UNSPSC to no codes at all

Client Challenges Affect Failed Attempt

Goals & Key Metrics What We Did Enrichment

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The Affect

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• Extensive search for items could not locate the desired item

• Materials with same part numbers had to be issued multiple times

• Enormous drain of valuable time and resource

• Procurement staff found it difficult to leverage their suppliers on a global basis due to lack of visibility into their Item and Supplier Masters

• Massive hard dollar benefit leakage

• Cross plant inventory visibility of item data was extremely poor

• Materials Management staff had a tough time optimising their bloated inventory levels, leading to escalating Inventory Carrying costs

• Suppliers had a tough time recognizing the items that were ordered in the SAP systems and ended up in supplying the wrong items

• With time schedules going haywire and project costs heading sky-high, a sense of panic ran through the organization

Client Challenges Affect Failed Attempt

Goals & Key Metrics What We Did Enrichment

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The Failed Attempt

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• Extensive search for items could not locate the desired item

• Our client engaged a vendor who adopted a manual means to rationalize the Item Masters

• Costs of the project mushroomed to over a million dollar and overshot the schedule eccentrically without any visible results

• The functional effectiveness was called into question and an internal consensus was arrived at to shelve the project right away

• Our customer had reached a point of no return

• On one hand there was the need to rationalize the Item Masters and on the other hand was the lack of feasible solution in sight

Client Challenges Affect Failed Attempt

Goals & Key Metrics What We Did Enrichment

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Goals & Key Metrics

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• The Positives & The Negatives

• POSITIVES• It was a global

mandate – the changes had to be made all across the organization

• There was buy in from higher management from the start of the project - the project was driven by none other than CEO of the company

• NEGATIVES• An attempt to

manually rationalize the multiple Item masters had pushed it to the brink of almost calling off the entire exercise

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• Extensive search for items could not locate the desired item

• Total Duration: 10 months

• SLA:• Accuracy-90%• Attribute Extraction

-85%• Duplicate

Identification-25%• Project Landscape• Number of Plants

involved- 42• Number of Source

systems - Multiple

• Principle IT systems - Maximo, MP2, Custom Legacy

• Material/Item Master data landscape• Data Language:

English• Data Volume:

450k• Taxonomy:

Custom, NATO, UNSPSC

• Data Domain: MRO

• Data Quality: Average

• Consolidate the multiple SAP ERP and various other Legacy systems

• The challenge was to build a single global Item Master containing classified, attribute enriched and de- duplicated material data.

• This involved a gigantic task of consolidating the material masters

Client Challenges Affect Failed Attempt

Goals & Key Metrics What We Did Enrichment

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What We Did

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Challenges SolutionHuge Volumesof data

Process automation was the key. Unlike humans, Software tools having high processing speed don’t have to sweat and bleed and are largely independent of volumes

Poor Qualityof data

The ability of the software tools to read poor and cryptic descriptions coupled with the rich knowledge base built over a period of time and the skilled domain experts turned over the poor data successfully

As is adoptedTaxonomy withoutBusiness-fit validation

Verdantis Domain experts conducted an in-depth analysis of the existing taxonomy. Critical classification of groups was made on the basis of volumes of procurement, cost of Items & Lead time of Procurement. Finally a taxonomy was suggested that suited the client’s business and facilitated the whole process

Involvement of stakeholders /Black Boxapproach

A specification sheet for each commodity was made in close consultation with client SMEs. Thereafter Data enrichment was done by cross referencing supplier catalogs and knowledge base.

Client Challenges Affect Failed Attempt

Goals & Key Metrics What We Did Enrichment

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Enrichment Process

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Client Challenges Affect Failed Attempt

Goals & Key Metrics What We Did Enrichment