Transcription
Workshop onLean & 6 Sigma Principles for Labs inRegulated Development & QC usingInformatics Case StudiesJohn BearyNordic User Training 2013 2011 Waters Corporation1
Workshop Description In this workshop, the importance of Informatics solutions forlaboratory related Lean Six Sigma projects will be discussed We will explore how our Customers have leveraged Waters'Laboratory Informatics solutions to support these initiatives by:— Eliminating waste and defects— Reducing variability— Improving quality 2011 Waters Corporation2
Pharma Continues to Embrace OperationalExcellence as Profitability is Pressured 2011 Waters Corporation3
Roche - Area of Impact:LaboratoriesChampaneria, Nitin J., Lean Six Sigma and Operational Excellence at Roche, WCBF’s Lean & Six Sigma Summit – Chicago,June 2009 -sigma-and-operational-excellance-at-roche 2011 Waters Corporation4
Roche – List of Selected ProjectsChampaneria, Nitin J., Lean Six Sigma and Operational Excellence at Roche, WCBF’s Lean & Six Sigma Summit – Chicago,June 2009 -sigma-and-operational-excellance-at-roche 2011 Waters Corporation5
Strategies toIncrease Efficiency and QualityLeanIncreasing efficiency by eliminating unnecessarysteps within a process and reducing waste.Six SigmaImprove processes by eliminatingdefects and reducing variability. 2011 Waters Corporation6
Lean & Six SigmaLean Management Eliminate non-value added activities (waste) Reduce complexity Improve flowImprove SpeedSix Sigma Reduce variation Reduce defects Reduce Cost of Poor Quality (COPQ)Improve Quality 2011 Waters Corporation7
Identifying Value and Non-ValueAdded ActivitiesAn Overview of Process Excellence and Lean Thinking at Johnson & Johnson, Edwin Nau, May PE-NauPresentatio98C9BA.pdf 2011 Waters Corporation8
Business y Demands 2011 Waters Corporation9
An Overview of Lean Six SigmaLeanEliminate unnecessary, non-value added stepswithin a process. Principles of “flow” and “pull”.Makes sure we are working on the rightactivitiesSix SigmaImprove processes by eliminatingdefects and reducing variability 2011 Waters Corporation10
Lean is the Elimination of Waste 7 Kinds of WasteProcessingInefficiency dueto poor tool ordesignMotionAny movement thatdoes not added valueWaitingWaiting on parts,or for a machineto finish cycleDefect/ReworkNot doing or makingit right first timeInventoryAny more than theminimum to get thejob doneOverproductionProducing too much,or too soonTransportationAny non-essentialtransport is waste waste elimination can be applied to any process 2011 Waters Corporation11
Laboratory-BasedWorkflows and Systems Harmonization & Standardization Centralization Reduce the Total Number of Software Applications Software Integration and Interoperability Improve Laboratory Efficiencies Lower Total Cost of OwnershipRemoving WASTE, VARIABILITY, and RISK 2011 Waters Corporation12
QC Workflow AnalysisSamplingWorklistCreationSelect SOPFrom sampling instruction tocertificate of analysis creation,where are the largestopportunities to minimize wasteand variability?TestExecutionComplete SOPWorksheetCertificate of AnalysisCreation 2011 Waters Corporation13
Situational Analysis: IdentifyingPotential Areas of Improvement 2011 Waters Corporation14
Situational Analysis: IdentifyingPotential Areas of Improvement 2011 Waters Corporation15
Situational Analysis: IdentifyingPotential Areas of Improvement 2011 Waters Corporation16
Potential Areas of Improvement:Workflow Optimization Examples— Analysis timelines— Customized text and calculations— Processing methods— Asset utilization 2011 Waters Corporation17
Analysis Timelines Use of e-signatures within Empower allows detailed analysis ofresult workflow through the lab Metrics that can be calculated:— First injection to first result processing— First result processing to last result generation— Last result generation to first sign off (level 1)— First sign off to second sign off (level 2 review)— Total time— All metrics measured in days 2011 Waters Corporation18
Discovering Waste and Variabilityin Analysis TimelinesProject 1Project 2Project 3Project 4Project 5Project 6Project 7Project 8Project 9Project 10Project 1Project 2Project 3Project 4Project 5Project 6Project 7Project 8Project 9Project 10 2011 Waters Corporation19
Custom Text and Calculations Text fields (enumerated custom fields)— Provide consistent format and searchability using drop-down lists Calculated fields— Perform custom calculationssuch as percent purity without relyingon external calculations or specializedsoftware programs 2011 Waters Corporation20
Optimize Use of Custom FieldsProject AProject BProject CProject DProject EProject FProject GProject HProject IProject JProject KProject LProject MProject NProject P 2011 Waters Corporation21
Processing Method Optimization Automated processing preferred versus manual integration— Saves time— Provides better result integrity Review number of results per channel Review percentage of results requiring manual integration 2011 Waters Corporation22
Asset Management Asset utilization within the laboratory— Specifically those assets controlled by Empower 3o HPLCo GC— Is asset use optimized to the workload?— Can asset servicing be conducted without impacting labproductivity? 2011 Waters Corporation23
Opportunities with Asset Utilization 2011 Waters Corporation24
Minimizing Wastewith Asset Utilization 2011 Waters Corporation25
Instrument/User ‘Flexibility’ 2011 Waters Corporation26
Lean is the Elimination of Waste ProcessingInformation sent automaticallyeven when not required,printing documents beforethey are required, spreadsheetdata calculations7 Kinds of WasteMotionLooking for data andinformation, re-enteringdata, filing hardcopies,document archivingWaitingWaiting for the next step,system downtime,hardcopy retrieval, auditdelays, review delays,approval delaysDefect/ReworkIncorrect data entry,manual re-integration,incorrect calculations,outdated SOP’s,regenerating dataInventoryFiles and documentsawaiting to beprocessed, materialqueued for release,documents awaitingsignatureOverproductionToo much paperwork,excessive lead time fromapproval delaysTransportationMovement of files anddocuments from onelocation to another,storage of intermediarieswaiting for approvals Waters Informatics can impact these 2011 Waters Corporation27
Case Study ExampleQC & Manufacturing Organization 2011 Waters Corporation28
Consequences ofDelayed Certificate of Analysis Limited shelf life— A 15 day COA delay represents 17% of a 90 day shelf life for apharmaceutical product Late/non-shipment— May translate into millions of dollars of lost revenue per batch— May allow competitors to build market share with similar products 2011 Waters Corporation29
Strategic Need: Making theManufacturing Process More EfficientVP of Operations:: Make a More Efficient ProductManufacturing Process 2011 Waters Corporation30
Strategy for ImprovingOperational EfficiencyLean 2011 Waters e TimeReduction31
Informatics Implementation Steps Used toStreamline Certificate of Analysis Process123 2011 Waters Corporation Standardize Chromatography DataSystem (CDS) Standardize Data Management Implement Electronic SOPDocumentation and WorkflowSystem32
Standardize Testing Equipment onOne Chromatography Data System 2011 Waters Corporation33
Operational Excellence:Advantages of a Common CDS Platform Standardizes data format— Exchange of information easier— Reduces time for review and sign-off Reduces training effort— Training required for only 1 software package Improves compliance— Relational database provides better traceability Promotes collaboration— Easier sharing of methods— Data review from different geographies possible 2011 Waters Corporation34
Empower Enables CDS Standardization bySupporting Multi-Instrument Vendor Control 2011 Waters Corporation35
Standardized Chromatography DataSystem Streamlines Method Validation 2011 Waters Corporation36
Standardized Chromatography DataSystem Streamlines Method Validation 2011 Waters Corporation37
Standardized Chromatography DataSystem Streamlines Method Validation 2011 Waters Corporation38
Business Intelligence for aStandardized CDSEmpower Driven Services 2011 Waters Corporation39
Add LIMS to Manage COA andUse ERP to Manager Orders 2011 Waters Corporation40
Add LIMS to Manage COA andUse ERP to Manager Orders 2011 Waters Corporation41
OpEx: Advantages of IntegratingERP and LIMS Solutions Automates testing requests— Issues QC test requests after receiving request from SAP— Generates sample worklists Single location to store testing results— QC test results stored within single LIMS from regionalEmpower systems— COA stored in LIMS 2011 Waters Corporation42
Centrally Store Laboratory Data toAutomate COA Generation 2011 Waters Corporation43
Centrally Store Laboratory Data toAutomate COA Generation 2011 Waters Corporation44
Centrally Store Laboratory Data toAutomate COA GenerationAn AutomatedCertificate of AnalysisProcessStandardizedLab Data ManagementFocus onScience and Testing 2011 Waters Corporation45
Centralized Data Storage Enablesthe Use of Intelligent Forms 2011 Waters Corporation46
Centralized Data Storage Enablesthe Use of Intelligent Forms 2011 Waters Corporation47
Combine SOP and Data Entryby Using Electronic SOP Forms123456Stock No.34 Maple Street, Milford MA 01757Phone: 1-800-252-4752Fax: 1-508-482-2004Stock PreparationStep 1: Weigh the following into a clean dry 100 mL class "A"volumetric flask.SOPCompoundSourceExpa: DiphenhydramineVMR22-Nov-0740b: Pseudoepherine HCLBayer11-Jan-086006.72c: Dextromethorphan HBrBASF10-Feb-0820024.16Table Continued.Desired (mg)Actual (mg)23.13Batch No.a: DiphenhydramineDIP-003b: Pseudoepherine HCLPSD-02c: Dextromethorphan HBrDextromethorphan Hbr39398.8115751157Step 2: Add 50 mL of purified WaterDextromethorphan HBrCompoundH2O-01SourceWatersExpDesired (mL)10-Feb-08Actual (mL)5049.98Note: Swirl (sonicate if necessary) to dissolve completely.Step 3: Add purified Water to volumetric flask bringing solvent levelto 100 mL.Standard Details:Balance Details:Data Entry 2011 Waters CorporationStd. ABalanceAcceptable (Y/N)Conc (mg/mL)N0.05ID No.SrN-11679-B4Total (mg)54.01Cal/Qual Date4-Nov-07Confidential.48
An Electronic SOP FormCan Integrate with . 2011 Waters Corporation49
Direct Interface with Balances and pHMeters Reduces Transcription Errors9.876 CR unit mg 09/08/2008 wli4345a tare y CR LF 123456Stock No.34 Maple Street, Milford MA 01757Phone: 1-800-252-4752Fax: 1-508-482-2004Stock PreparationStep 1: Weigh the following into a clean dry 100 mL class "A"volumetric flask.Compounda: DiphenhydramineSourceExpVMRDesired (mg)Actual (mg)22-Nov-0740b: Pseudoepherine HCLBayer11-Jan-086006.72c: Dextromethorphan HBrBASF10-Feb-0820024.16Table Continued.Batch No.a: DiphenhydramineDIP-003b: Pseudoepherine HCLPSD-02c: Dextromethorphan HBrDextromethorphan Hbr39398.811575115723.139.876 mgStep 2: Add 50 mL of purified WaterDextromethorphan HBrCompoundH2O-01SourceWatersExpDesired (mL)10-Feb-08Actual (mL)5049.98Note: Swirl (sonicate if necessary) to dissolve completely.Step 3: Add purified Water to volumetric flask bringing solvent levelto 100 mL.Standard Details:Balance Details:Std. ABalanceAcceptable (Y/N)Conc (mg/mL)N0.05ID No.SrN-11679-B4Total (mg)54.01Cal/Qual Date4-Nov-07Confidential. CR 2011 Waters Corporation9.876uni50
Example of an Intelligent SOP FormBalance InterfaceChemical Inventory InterfaceAuto CalculationsFit-for-use InterfaceError Proofing 2011 Waters Corporation51
Operational Excellence:Advantages of Intelligent Forms Reduces errors— Standardizes Data Input and Performs Error Proofing ( 0%)— Reduces Transcription Errors by directly interfacing with other datasources ( 0%) Improves data review and regulatory compliance— Procedure documenting (up to 80% faster)— Easy Review of Centralized Results ( 50% faster)— Compliant-Ready Solution Improves quality— Management has immediate access to data— Promotes collaboration between teams 2011 Waters Corporation52
Op Ex: Advantages of a Standardized,Unified Informatics Solution Laboratory data from different systems captured into a commondata format using Waters NuGenesis SDMS Data originating from different geographies— Captured and cataloged in a common format Streamlined workflows and cycle-times— Reduced wasted efforts reduce operational costs Management has better visibility to the big picture— Identify problems earlier Acts as a feeder system— Electronic COA, eCTD submission process, LIMS, eNotebooks, 2011 Waters Corporation53
Summary Science is science— The rapid organized storage of information is critical to allorganizations—QC/QA, R&D, etc.— The ability to find and reuse information is a necessity in today’s rapidmarket evolution A centralized SDMS provides standardized data management— Improves laboratory productivity— Centralizes all data into one location and improves compliance— Acts as a data integrator and connector for all scientific information—certificate of analysis, eCTD submissions, and electronic laboratorynotebooks A standardized CDS platform— Provides standardized data format, reduces training effort, improvescompliance and promotes collaboration 2011 Waters Corporation54
laboratory related Lean Six Sigma projects will be discussed We will explore how our Customers have leveraged Waters' Laboratory Informatics solutions to support these initiatives by: —Eliminating waste and defects —Reducing variability —Improving quality 2011 Waters Corporation 3 Pharma Continues to Embrace Operational Excellence as Profitability is Pressured 2011 Waters Corporation .