best practices in data collection and analytics for food safety management
DESCRIPTION
Food Safety Management Systems (FSMS) are a special case of Manufacturing Operations Management. Like all MOM systems, a successful FSMS depends upon the proper data being collected properly, analyzed and role specific information and alerts being delivered to each person in the company and supply chain. The presentation examines industry best practices and how they can be applied to food safety and supply chain management. http://www.nwasoft.com/resources/webinars/best-practices-data-collection-successful-manufacturing-intelligenceTRANSCRIPT
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Best Practices in Data Collection and Analytics for Food Safety Management
Jeffery Cawley VP Industry Leadership
Northwest Analytics May 8, 2012
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Agenda
Manufacturing Systems/Intelligence Data Quality Data Collection Data Collection Best Practices Analytics Best Practices
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Business Planning & Logistics Plant Production Scheduling, Operational Management, etc
Manufacturing Operations & Control
Dispatching Production, Detailed Production Scheduling, Reliability Assurance, ...
Batch Control
Discrete Control
Continuous Control
Level 4
Level 3
Level 2
Level 1
ISA 95 Activity Levels
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Aggregation Contextualization Analysis Visualization Propagation
Manufacturing Intelligence (MI)
*AMR/Gartner
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MESA 2012 - http://bit.ly/IFCWfp
Automated Data Collection
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Standardized KPIs Across Enterprise Aberdeen 2011
Best-In-Class Performance
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MESA 2012
Metrics Program Maturity
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Operations Supply-chain compliance Regulatory compliance
Minimum Ante: Good Data
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GFSI
ISO 9001 ISO 22000
ISA95
HACCP CAPA
Regulatory Ante: Good Data in Good Systems
Organizations
Standards
FSMA
PAS 220
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Manufacturers’ #1 Barrier – Data Quality Deloitte, 2011
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No front-end design Obscure, hard-to-use interface No best-practice enforcement Non-secure data handling Inadequate Analytics/Reporting
Top 5 Bad Practices
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Well-defined operation Transparent, role-specific
interface SOP support Immediate feedback Data-handling integrity
Top 5 Good Practices
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Process definition Operator buy-in Role-specific interface Workflow support
Well-Defined Operations
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Well-Defined Operations
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Access Currency Single-point maintenance
SOP Control
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SOP Control
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Intuitive operator interface Prompt & refresher Training compliance Status alert from system-of-record Link to test or refresher
Immediate feedback
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MESA 2012
Provide Line-level Metrics
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Ease-Of-Use
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Data read – ISA95 Enforce SOP workflow Monitor input data Transfer data to database
Data Integrity
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Well-defined operation Transparent, role-specific
interface SOP support Immediate feedback Data-handling integrity
Top 5 Good Practices
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Good data required for MI Must achieve effective,
accurate collection Ensure Compliance Benefits are immediate, far
reaching
Summary
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Manufacturing Intelligence for Intelligent Manufacturing.™