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Knowledge Management Across the Product Lifecycle05-Nov-2014
Douglas Arnold | [email protected] Duckworth | [email protected]
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2
Introductions
Adam DuckworthAssociate Director,
MMD Knowledge Management COEMerck, Inc.
Douglas ArnoldDirector, Account Manager of
Knowledge Management, MMD Information Technology
Merck, Inc.
Business IT
$7.1 billion; 22 products in late-stage development; key areas: oncology, CV, diabetes, respiratory & immunology, neurology, infectious disease and vaccines
2013 R&D
EXPENSE
More than 100 significant licensing and partnership deals were completed in 2012 and 2013
EXTERNAL LICENSING
$44 billion; 59% of sales come from outside the United States
2013 REVENUES
Pharmaceuticals, Vaccines, Biologics and Animal Health
BUSINESSES
Whitehouse Station, New Jersey, U.S.A.
HEADQUARTERS
Operating since 1851RICH HISTORY
Known as Merck in the United States and Canada, and MSD elsewhere
WHO WE ARE
Approximately 73,000 worldwide (as of 6/30/14)
EMPLOYEES
Key Company Facts
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Product Technical Knowledge Domain
• Product• Has a clear and direct
relationship with a specific product or small subset of products starting with PCC
(Pre-clinical Candidate) approval through to product
retirement.
• Knowledge• All that is known in a
particular field such as facts, truths, principles, data, information and knowledge. Includes
both explicit and tacit.
• Technical• Pertaining to the
science, techniques and equipment to
develop, manufacture and characterize Merck
products across the lifecycle.
PTK
Product Technical Knowledge: The data, information and knowledge pertaining to the science, techniques and equipment to develop, manufacture and characterize Merck products across the lifecycle, and which pertains to a specific product of small subset of products.
KM Architecture
Expertise Connectivity
ProcessesProducts
Knowledge ManagementCapabilities
Explicit documented to read & review
Tacit held by people, who interpret &
extrapolate
Retention of Critical Knowledge (ROCK)
Product Technical Knowledge
Technology Platform
Virtual Technical Network (VTN)
A Practical Approach to Managing Knowledge, a Case Study of the Evolution of KM at Merck--ISPE (Nov/Dec 2013)
For more information…
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Product Technical Knowledge (PTK) CapabilityIntent
Product Technical Knowledge (PTK) Capability
A capability stewarded by the MMD KM CoE to deliver business outcomes through improvement in the flow of PTK across organizations and the product lifecycle.
Key components include:
One Minute to Product Technical Knowledge
• Knowledge Stewardship
• Business Process & Content
• Business Semantics Management
• Knowledge Flow Analytics
• Technology Efficiency & Governance
• KM Strategy
• Knowledge and Knowledge Flow Valuation
Business Semantics Management
Relationships and non-preferred terms drive auto-classification.
Standard taxonomy improves findability and knowledge reuse.
Taxonomy Evolution
• Core Principal: we will not get this perfect. Even if we did, things change around us and we will need to adapt.
• We have created an environment for continuous improvement…– Taxonomy Change Management
• The capability for evaluating the effectiveness of our taxonomy and implementing changes that effect the terms users have to choose from.
– Metadata Change Management• The capability for updating the metadata already applied to
content in response to changes in the taxonomy.
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Introductions
Adam DuckworthAssociate Director,
MMD Knowledge Management COEMerck, Inc.
Douglas ArnoldDirector, Account Manager of
Knowledge Management, MMD Information Technology
Merck, Inc.
Business IT
What is the Content Processing System?
• The Content Processing System will: – Process documents contained in repositories like SharePoint Team
spaces and file shares – other sources can be added– Based on a defined taxonomy, applies intelligent metadata tags which
allow users to easily locate and search for knowledge assets
• The initial Content Processing capabilities include:– Taxonomy and Classification Service: Define taxonomies and the
business rules to establish relevant information tags for the assets – Basic Profile and Visualization Service: Inventory the number of
documents assets in the domain of interest – Content Processing: Workflow orchestration that applies the information
tags and that can consolidate documents into a standardized knowledge library
– Bulk Classification and Tagging Service: Allows synchronization as taxonomy matures over time
CPS: Process Flow
Incremental Process as needed (for Delta changes only for 2nd run)
Iterative review/cleanup as needed
CPS: Pre Processing Analysis (Virtual)
• Workflow Orchestration
• Kapow
• Extraction
• Inventories and Extracts Content from Sources
• Transformation • Load
• Resolves Conflicts• Calls Classification
• Loads Content to Target• Performs Tagging
• Content• Repositories
• SharePoint/Fileshare
• Historical Content
• SharePoint Commodity TeamSpaces
• Files Shares
• SharePoint Services • SharePoint Enhanced
• Enterprise Term Store• Enterprise Content Type
Hub• Search Services
• TK-API and TK-Product• Enhanced Search Capabilities
• Standardized Template and Taxonomy driven navigation
• Taxonomy and Classification
• Smartlogic
• Ontology Server
• Taxonomy Management• Term Sync process with
SharePoint Term store
• Classification Server • Bulk Retagging Utility
• Classification Rules• Auto Classification
• Classifies and Retags Content (On-Demand)
CPS: Content Processing Pipeline (Physical)
• Workflow Orchestration
• Taxonomy and Classification
• Content• Repositories
• Smartlogic
• Kapow
• SharePoint/Fileshare
• Extraction
• Inventories and Extracts Content from Sources
• Transformation • Load
• Resolves Conflicts• Calls Classification
• Loads Content to Target• Performs Tagging
• Ontology Server
• Taxonomy Management• Term Sync process with
SharePoint Term store
• Classification Server • Bulk Retagging Utility
• Classification Rules• Auto Classification
• Classifies and Retags Content (On-Demand)
• Historical Content
• SharePoint Commodity TeamSpaces
• Files Shares
• SharePoint Services • SharePoint Enhanced
• Enterprise Term Store• Enterprise Content Type
Hub• Search Services
• TK-API and TK-Product• Enhanced Search Capabilities
• Standardized Template and Taxonomy driven navigation
General Benefits
“Yes”
• Reduced time to Onboard New Team Members 83%
• Improved Ability to Leverage Temporary Help 82%
• Reduced Time to Find Information 75%
• Greater Confidence in Accuracy of Information Found 81%
• Reduced Number of Documents Sent Through Email 95%
• Greater Confidence that Knowledge I Created Will Deliver Value for product in Supply
88%
• Greater Confidence that Knowledge I Created Will Deliver Value for other Development Programs
73%
• Avoided Moving Documents Between Systems/Organizations
83%
• More Often Sought Information on My Own Before Asking Someone Else
95%
• More Often Sought Information Before Beginning My Work
88%
Flexible; Shift to Value
Knowledge Seeking
Efficiency and Productivity
Avoiding Rework
Time Tested Business Results
Development & Experimentation• 70% say KM capability reduced cost• 40% say we completed sooner• 62% say use of KM capability resulted in a more robust process
Technology Transfer• 60% say we increased speed, “right-first time” and reduced required FTE• 45% say we completed sooner
Control Strategy Development & Specification Setting• 70% say KM capability enabled us to complete this sooner
Filing Prep• 92% say KM capability reduced the time to compile the filing! • 57% say we completed the work sooner
Across all stages of development… 75%
95%
Say KM capability enabled improved efficiency!
Say KM solution improved Teamwork & Collaboration!
In Summary
• Authoritative content centralized - “single source of truth”
• Knowledge workers no longer waste time finding or re-creating information
• Eliminate intense manual resources for processing, classifying and tagging historical content ($2.4M savings)
• Expected payback expected within one and a half years
Recommendations:• Focus on people, process, content, and technology• A journey with multiple stages• Don’t over engineer it• Automate