International
integrated energy company with interests
in exploration, production, refining and
supply
Purpose of
the project
-
Extraction
of Attributes to enable Parametric
Search
-
Cleansing
and Normalizing of Inventory data
into a transactable format
Volume
-
700,000 Items
Type of items
-
MRO
Items related to parts of Plant and
Machinery, e.g. Turbines, Pumps, equipment,
parts, PVF
Process
-
All
items were classified to a customer
taxonomy. Domain experts suggested
new categories and attributes for
items which did not have a relevant
class in the existing schema.
-
Data
was cleansed and normalized, incl.
Mfg. Name and Supplier Name.
-
Mandatory
attribute values such as Manufacturer
Name, Mfg. Part No., Supplier Name,
Supplier Part No., were extracted
from Description.
-
Similarly,
product specific attributes were
extracted to templates provided
by the customer. Item Descriptions
were enriched by visiting Manufacturer
Websites and sourcing additional
information for Customer distributed
items.
-
Similarly,
product specific attributes were
extracted to templates provided
by the customer.
-
Identified
the duplicate items sent by the
same supplier, and then allowed
the supplier to select the best
described item and hence created
a Master Catalog. Duplicates were
identified by Mfg. Name, Part No.
and Item Description.
-
Quality
Control and Quality Assurance.
Key Success Factors
-
Domain
Expertise coming from experienced
professionals from Mechanical and
Electrical Industry.
-
Dedicated
team of 120 professionals generating
80,000 items per month.
-
Strong
process definition and on-site project
manager.
-
Ability
to handle large datasets, and management
of production facilities using Unilog's
proprietary software Applications.