The supply chain is an increasing complex system. Leaders use Sales and Operations Planning to drive data-driven business discussions while laggards catch orders and manage transactions. Learn successful S&OP strategies to improve enterprise resiliency and how this creates a tight and reliable pattern of delivering costs while managing inventory cycles.
Every Angle value for food & beverage businesses running SAPEvery Angle US
Benefits to the Food and Beverage Industry
Every Angle supports the entire company operationally, along all the major business processes. Through the use of Every Angle, companies in the Food and Beverage Industry can obtain:
•Transparency of customer order flows;
•Great overview of obsolete stock (passed shelf life or changed packaging);
•Insight into different process bottlenecks to customer service issues and future stock allocations (e.g. shortages);
•Monitoring of returnable packaging (Beverage Industry).
________________________________________
Business Value
Every Angle with all standard applications and added value can be used in the Food & Beverage industry with special focus on:
•Clear visibility through the entire supply chain leads to better allocation of goods and products, reducing high levels of stock;
•Better management of batches (customer demands, shelf life, regulations, etc.);
•Less age rejections, downgrades, scrap and reworks, resulting in cost reductions;
•Increased profitability of the organization.
Sales & Operations Planning (S&OP): An IntroductionSteelwedge
Do you know the secret to a successful Sales and Operations Planning process?
Your ability to troubleshoot issues, plan for unexpected events, and maintain a reliable, single set of planning numbers is drastically affected by people, process and technology.
Educate your colleagues or refresh your own skills with the new introduction to S&OP presentation.
For more information about S&OP and how Steelwedge can help your business, please visit: http://www.steelwedge.com/resources/sales-and-operations-planning-intro/
CSCMP 2014: Bayer: Putting the S Back in S&OPAlyssaVallie
Balancing production efficiency and responsiveness to demand has never been more important or more challenging for companies with manufacturing-dominant cultures. Bayer Health Care shares their journey to S&OP excellence and how emphasizing the “S” in S&OP led to the successful redesign of its processes, overcoming ERP shortcomings to align market priorities with manufacturing capacity and extract the maximum competitive advantage from its supply chain.
Collaborative Demand Planning: A Requirement for Successful Integrated Busine...Steelwedge
KPMG will share real-world examples of the value of integrated business planning (IBP), as well as its philosophy, experience and framework for making IBP a sustainable reality.
During this webinar you will learn:
• The critical elements for successful IBP that many companies miss
• The common pitfalls companies face in IBP initiatives and how to avoid stalling at tactical S&OP
• An intuitive approach for more effective collaborative demand planning, one the of vital factors of IBP success
Every Angle value for food & beverage businesses running SAPEvery Angle US
Benefits to the Food and Beverage Industry
Every Angle supports the entire company operationally, along all the major business processes. Through the use of Every Angle, companies in the Food and Beverage Industry can obtain:
•Transparency of customer order flows;
•Great overview of obsolete stock (passed shelf life or changed packaging);
•Insight into different process bottlenecks to customer service issues and future stock allocations (e.g. shortages);
•Monitoring of returnable packaging (Beverage Industry).
________________________________________
Business Value
Every Angle with all standard applications and added value can be used in the Food & Beverage industry with special focus on:
•Clear visibility through the entire supply chain leads to better allocation of goods and products, reducing high levels of stock;
•Better management of batches (customer demands, shelf life, regulations, etc.);
•Less age rejections, downgrades, scrap and reworks, resulting in cost reductions;
•Increased profitability of the organization.
Sales & Operations Planning (S&OP): An IntroductionSteelwedge
Do you know the secret to a successful Sales and Operations Planning process?
Your ability to troubleshoot issues, plan for unexpected events, and maintain a reliable, single set of planning numbers is drastically affected by people, process and technology.
Educate your colleagues or refresh your own skills with the new introduction to S&OP presentation.
For more information about S&OP and how Steelwedge can help your business, please visit: http://www.steelwedge.com/resources/sales-and-operations-planning-intro/
CSCMP 2014: Bayer: Putting the S Back in S&OPAlyssaVallie
Balancing production efficiency and responsiveness to demand has never been more important or more challenging for companies with manufacturing-dominant cultures. Bayer Health Care shares their journey to S&OP excellence and how emphasizing the “S” in S&OP led to the successful redesign of its processes, overcoming ERP shortcomings to align market priorities with manufacturing capacity and extract the maximum competitive advantage from its supply chain.
Collaborative Demand Planning: A Requirement for Successful Integrated Busine...Steelwedge
KPMG will share real-world examples of the value of integrated business planning (IBP), as well as its philosophy, experience and framework for making IBP a sustainable reality.
During this webinar you will learn:
• The critical elements for successful IBP that many companies miss
• The common pitfalls companies face in IBP initiatives and how to avoid stalling at tactical S&OP
• An intuitive approach for more effective collaborative demand planning, one the of vital factors of IBP success
Sales and Operations Planning Worst PracticesPamela Stroud
Best practices in S&OP and demand planning are well known and well documented. Maybe less well documented but more widely known are the worst practices. During this session we’ll discuss a few of the more interesting of these worst practices and explore ways to avoid them.
S&OP is a monthly global process to balance supply and demand, bringing all business operational plans into one integrated plan. All activities is based on a common Forecast data set. The ultimate target for S&OP therefore is to balance Supply and Demand.
A simple, straight forward set of 25 slides which provides the basics of S&OP (Sales & Operations Planning) from concept to implementation. (Used to introduce and discuss S&OP concepts with clients and prospective clients.) S&OP is also know as IBF or IBP (IBF = Integrated Business Forecasting; IBP = Integrated Business Planning)
Range-based S&OP: How to Tame Demand Volatility in 3 StepsSteelwedge
Featured Presenter:
Blake Johnson, Consulting Professor, Stanford University
Demand forecasts are critical input to your business plan, yet forecast error is unavoidable. Supply chain agility can overcome this error with capacity and inventory, but comes at a cost. The solution? Proactively plan for a range of demand and supply within your sales and operations plan.
In this webinar, Stanford Consulting Professor Blake Johnson will share how to implement his “Range-based S&OP” best-practice to answer the following questions:
- How forecastable is demand over the planning horizon?
- What is the right type and amount of supply chain flexibility?
- What level of supply chain flexibility optimizes P&L and customer delivery performance?
Attendees at this session will learn how to:
- Achieve predictable financial and operational results in an uncertain world
- Balance supply chain flexibility vs. financial impact
- Deliver the best possible operating and financial performance
Presentation with Jim Prescott of Sonoco Products on S&OP at CSCMP in San Ant...Lora Cecere
Sales and operations planning improves enterprise resiliency. In this presentation, we define enterprise resiliency and then discuss how an effective sales and operations planning process can improve enterprise resiliency and balance sheet results.
Sales and Operations Planning Worst PracticesPamela Stroud
Best practices in S&OP and demand planning are well known and well documented. Maybe less well documented but more widely known are the worst practices. During this session we’ll discuss a few of the more interesting of these worst practices and explore ways to avoid them.
S&OP is a monthly global process to balance supply and demand, bringing all business operational plans into one integrated plan. All activities is based on a common Forecast data set. The ultimate target for S&OP therefore is to balance Supply and Demand.
A simple, straight forward set of 25 slides which provides the basics of S&OP (Sales & Operations Planning) from concept to implementation. (Used to introduce and discuss S&OP concepts with clients and prospective clients.) S&OP is also know as IBF or IBP (IBF = Integrated Business Forecasting; IBP = Integrated Business Planning)
Range-based S&OP: How to Tame Demand Volatility in 3 StepsSteelwedge
Featured Presenter:
Blake Johnson, Consulting Professor, Stanford University
Demand forecasts are critical input to your business plan, yet forecast error is unavoidable. Supply chain agility can overcome this error with capacity and inventory, but comes at a cost. The solution? Proactively plan for a range of demand and supply within your sales and operations plan.
In this webinar, Stanford Consulting Professor Blake Johnson will share how to implement his “Range-based S&OP” best-practice to answer the following questions:
- How forecastable is demand over the planning horizon?
- What is the right type and amount of supply chain flexibility?
- What level of supply chain flexibility optimizes P&L and customer delivery performance?
Attendees at this session will learn how to:
- Achieve predictable financial and operational results in an uncertain world
- Balance supply chain flexibility vs. financial impact
- Deliver the best possible operating and financial performance
Presentation with Jim Prescott of Sonoco Products on S&OP at CSCMP in San Ant...Lora Cecere
Sales and operations planning improves enterprise resiliency. In this presentation, we define enterprise resiliency and then discuss how an effective sales and operations planning process can improve enterprise resiliency and balance sheet results.
Sales & Operations Planning (S&OP) and integrated business planning (IBP) align demand, supply and finance, allowing a holistic view across all departments so that businesses can test the financial impact of different “what if” options and respond to unplanned events--both positive and negative. Visit http://www.steelwedge.com/resources/s-and-op-intro
Oracle & USJade Power Breakfast Presentations: Sales & Operations PlanningJade Global
In a live event hosted by Oracle and USJade, these presentations were provided by special guest speakers and subject matter experts Mel Nelson of APICS, and Stephen Zadig from the ClariPhy Advisory Board. In an interactive meeting with manufacturing professionals they explored the benefits, challenges, tips and best practices of next generation Sales & Operations Planning.
An educational course covering all aspects of supply chain management. Includes workshops to design and implement your own supply chain management function
20141028 michael ryan ibf orlando - dp from the ground upMichael Ryan
The core building block of a successful Sales and Operations Planning (S&OP) process is a solid demand planning process. Carlisle Brake & Friction (CBF), the leading provider of high performance braking had the need to implement a Demand Management Engine as their primary tool to facilitate the demand planning process. The presentation focuses on the S&OP process, from creating the need, to laying out a road map, as well as building the Demand Planning capability.
Why are South African manufacturing companies not exploiting the local advant...Tristan Wiggill
Why are South African manufacturing companies not exploiting the local advantages by Dawid Janse van Rensburg.
Presented during the 37th annual SAPICS conference and exhibition held at Sun City, South Africa from May 31 to June 2 2015
Collaborative Planning Forecasting Replenishment at WalmartDanish Ali Syed
How and What is Collaborative Planning Forecasting Replenishment (CPFR)? What are the benefits of CPFR to Walmart? How does Walmart achieves its Customer Service and Fulfills order in timely manner.
A Demand-Driven Journey - Brian Dooley, Head of Supply Chain Planning for Bri...Lora Cecere
A Demand-Driven Journey - Brian Dooley, Head of Supply Chain Planning for British Telecom
Demand driven means many things to different people. In this presentation, Brian shares insights on his demand-driven journey and the redefinition of planning processes to be outside-in.
From the 2017 Supply Chain Insights Global Summit
"You can download this product from SlideTeam.net"
Want to present your company’s supply chain management review report? Not finding suitable PPT templates for the same. No worries! We are here to help you out. Download our professionally designed supply chain management review PowerPoint presentation slides that will help you in explaining the various aspects of supply chain management. This supply chain analysis PPT presentation includes a slide on introduction, supply chain management process, SCM decision phases, strategic sourcing process, logistics & IT, planning & forecasting, inventory management, inventory management models, performance measures, a common problem with SCM, components of supply chain etc., which will help you leave an impact on your audience. Our research team has researched for the content and our graphics designers have converted it into an impressive presentation. This order fulfilment presentation PPT is suitable for topics like raw-material management, inventory management, supply chain logistics flow, material management, circular supply chain management, goods, and services flow etc. Download our supply chain management review PowerPoint presentation and accomplish your end goals. Want to present your company’s supply chain management review report? Not finding suitable PPT templates for the same. No worries! We are here to help you out. Download our professionally designed supply chain management review PowerPoint presentation slides that will help you in explaining the various aspects of supply chain management. This supply chain analysis PPT presentation includes a slide on introduction, supply chain management process, SCM decision phases, strategic sourcing process, logistics & IT, planning & forecasting, inventory management, inventory management models, performance measures, a common problem with SCM, components of supply chain etc., which will help you leave an impact on your audience. Our research team has researched for the content and our graphics designers have converted it into an impressive presentation. This order fulfilment presentation PPT is suitable for topics like raw-material management, inventory management, supply chain logistics flow, material management, circular supply chain management, goods, and services flow etc. Download our supply chain management review PowerPoint presentation and accomplish your end goals. Camaraderie comes alive due to our Supply Chain Management Review Powerpoint Presentation Slides. Friendly feelings get expressed. https://bit.ly/3gZ8iGi
Demand Planning Leadership Exchange: Demand Sensing - Are You Ready? Plan4Demand
866-P4D-INFO | info@plan4demand.com | www.plan4demand.com
Gary Griffith and Joel Argo combine over 25 years of statistical forecasting experience to discuss the capabilities of Demand Sensing, what it is and what it isn’t, how this near-term forecasting method integrates with your mid to long term forecasts, and tips to shift pragmatically towards a demand-driven culture in your organization.
This session will cover key things to consider when approaching the concept of Demand Sensing in your organization, when and who should use it, and how it fits within different business scenarios.
Key take-a-ways include:
• Understanding of key concepts, capabilities & business benefits
• Overview of Demand Sensing technology considerations & system integration points
• Typical data requirements & modeling techniques
• How this next generation technique may be a fit for your organization
Is your organization ready to reap the benefits of Demand Sensing?
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CSCMP 2014: Using S&OP to Improve Enterprise Resiliency
1. Using S&OP to Improve
Enterprise Resiliency
Lora Cecere, CEO and Founder of Supply
Chain Insights
Jim Prescott, Sonoco Products
Director, Industrial Supply Chain, N.A.
2. Speakers
Lora Cecere
CEO and Founder of
Supply Chain
Insights
Jim Prescott
Director- Industrial
Supply Chain N.A. at
Sonoco Products
3. Agenda
• Defining Resiliency
• Defining Supply Chain Excellence and S&OP
• Delivering Excellence in S&OP
• Wrap-up
4. What is Enterprise Resiliency?
Enterprise resiliency is the ability of a company to
deliver reliable and predictable results at the
intersection of operating margin and inventory turns.
5. Agenda
• Defining Resiliency
• Defining Supply Chain Excellence and S&OP
• Delivering Excellence in S&OP
• Wrap-up
11. Form and Function of Inventory
Form Function
Raw Cycle Stock
Semi-finished Goods Safety Stock
Finished Goods In-transit Inventories
Seasonal Inventories
Promotional Inventories
Slow and obsolete
15. Getting to Letter Perfect
Common Practice Market-driven Focus
S Ask sales
Focus on market drivers:
How do we best shape demand?
& Direct integration to supply
Design of the value chain to optimize
trade-offs, minimize risk, balance
cycles, and orchestrate demand
OP Manufacturing plan
Trade-offs between make, source and
deliver
14
16. S&OP Evolution
Sales Driven
Match Demand
with Supply
Manufacturing-
Driven
Deliver a Feasible
Plan for Operations
Match Demand with
Supply
Business-planning
Driven
Maximize
Profitability
Demand Driven
Maximize
Opportunity Sense
and
Shape
Demand
Greater Benefit
• Growth
• Resilience
• Efficiency
Market Driven
Maximize
Opportunity and
Mitigate Risk.
Orchestrate
Demand
Market to Market
23. Benefits
Source: Supply Chain Insights, 2012
What benefits have you received from your work with S&OP processes?
59%
57%
50%
42%
38%
36%
34%
32%
32%
30%
Increasing revenue
Improving forecast accuracy
Reduction of inventory
Improving asset utilization
Determining outsourced manufacturing
Determining procurement…
Improving new product launch
Transportation and warehouse…
Capital planning and asset…
Improvements in the perfect order
▲ 2%
▲ 5-7%
▼ 10-15%
▲ 3-7%
▲ 3-6%
▼ 2-8%
▲ 3-6%
24. Agenda
• Defining Resiliency
• Defining Supply Chain Excellence and S&OP
• Delivering Excellence in S&OP
• Wrap-up
27. Sonoco is a Global Packaging
Company
• Founded in 1899, Sonoco is a $4.8 billion global provider of consumer
packaging, industrial products, protective packaging and packaging supply
chain services.
• With more than 19,600 employees working in more than 340 operations in
34 countries, we serve some of the world’s best-known brands in some 85
nations.
28. S&OP was a Part of a Larger
Transformation Effort
Conflicts between disciplined planning and agile
response
• Traditional production to a forecast with set lead time
agreements with customers (and suppliers)
• Demand driven pull, short lead time processes
emphasized in lean supply chains
Sonoco Products has blended the use of forecast based
supply chain practices with demand pull processes to
create agile supply chains
• Collaborative demand management
• Sales & Operations Planning (S&OP)
• Lean transformation and cash/ cost optimization
29. Industrial Products - Supply Chain
Paper
Manufacturing
Converting
Tubes & Cores
Composite Cans
AGILITY Conversion must build to order with short lead times and
high service levels
DISCIPLINE Paper must have Forward, Demand Based planning
for Operational Efficiency
30. Sonoco’s S&OP Timeline
• 2006:
– Paper Division Leadership Chartered S&OP initiative
• 2007:
– Engaged Oliver Wight – Leadership training
– Process design / manual volume projections and supply planning
• 2009:
– Implemented Logility Demand Planner
• 2011:
– Implemented Logility Inventory Planner
• 2013:
– Optimizing Supply across the manufacturing network for lowest cost of
supply
• 2014:
– Initiated regular forecast accuracy metrics and field sales review of
forecasts
31. Leadership Sponsorship
• Aimed at Important Business Objectives - address the
pain
– Working Capital - addressed reduction in free cash flow -
every leader has WC Objectives
– Productivity - diminishing returns from traditional cost
improvement so supply chain optimization was key improvement
target
– Perfect Order - Customers do not see Sonoco service levels as
differentiating, started measuring in 2007
• Paper was the initial division to implement S&OP
– Progressive General Manager saw the value
– Paper is traditional “push process” that would benefit
– High impact division that serves 3 other Sonoco divisions as well
as external customers
32. Change Management Elements Required
• Active Leadership Sponsorship
– S&OP must deliver important business results
• External Expertise
– “Don’t know what you don’t know”
• Capable People
– People working in silos; must now work cross functionally
– Educate and address the WIIFM
• Good Data
– It all starts with an unbiased demand picture
– Data must be presented clearly – systems solution required
– Product family structure design, solid inventory management,
manufacturing capability/reliability are critical to success
33. S&OP is a data driven process
• Sonoco started with the data available
– As the process matured, we “outgrew” our spreadsheet demand forecast
process
• Spreadsheets could not properly disaggregate family level forecasts into the by
plant, by customer, by SKU, by sales territories needed to support good decisions
at all levels
• Needed the better statistical analysis provided by the Logility application
– Each S&OP step needed the ability to see data in a way that made sense
• But one source of truth (the common data set) was critical to success
34. S&OP Ongoing Success Factors
• Ongoing routine S&OP meetings… set calendar
• Structured meeting agendas
• Establishing TRUST in the numbers and people from
various departments
– Cross-functional participation, including Finance
– Participants empowered to make decisions
– Pre-work to support meeting inputs
• An unbiased baseline forecast to start the process - Where
Logility helped
• Supply chain facilitates the process, but each function
owns their step
• A separate process to manage daily execution is a must
35. Forecast Analysis and Accuracy by
Submarket
34
Evaluating statistical demand
forecasts
Accuracy measured for -1 and -3
month forecasts
38. Integrating S&OP into Management Cycle
Demand and Supply
reviewed weekly
Tracking production to
planned supply and budget
Tracking demand and
fulfillment to forecast and
budget
Tracking inventory control
performance
26,500
24,500
22,500
20,500
18,500
16,500
14,500
12,500
10,500
Paper Division Total Tons Ordered
2012 to Present
1 3 5 7 9 11 13 15 17 19 21 23 25 27 29 31 33 35 37 39 41 43 45 47 49 51 53
2012 Total 2013 Forecast Est Ttl Period End 2013 Total Nominal Cap
1,800
1,600
1,400
1,200
1,000
800
600
400
200
-
Trade and Corrflex Linerboard Order Trend
2012 to Present
1 3 5 7 9 11 13 15 17 19 21 23 25 27 29 31 33 35 37 39 41 43 45 47 49 51 53
2012 Linerboard Est Ttl Linerboard Wkly Linerboard 2013 Fcst 2013 Linerboard
12,000
11,000
10,000
9,000
8,000
7,000
6,000
5,000
4,000
3,000
Trade Total Order Trend
2012 to Present
1 3 5 7 9 11 13 15 17 19 21 23 25 27 29 31 33 35 37 39 41 43 45 47 49 51 53
2012 Ttl Trade Est Ttl Trade 2013 Trade Fcst Period End 2013 Ttl Trade
18,000
16,000
14,000
12,000
10,000
8,000
6,000
4,000
Total Internal Orders
2012 to Present
2012 Total Internal Est Total Internal 2013 Internal Fcst Period End 2013 Total Internal
39. S&OP Impact in Push and Pull
Supply Chains
• Conversion (Pull from End Customer)
– Many customers, short 2-3 day order fulfillment lead time
– Inventories concentrated on raw materials with primarily make
to order FG
– Postponement strategy with many small facilities close to
customer
– Forecast effort is on raw materials to prepare supplier
– MAPE on raw material demand averages ~5-10%
• Paper (Push from Forecast)
– Runs integration process through monthly S&OP cycle
– Integrates input from 3 internal divisions and external sales
– Operates a forecast based push process for asset optimization
– Each mill tracked weekly on Perfect Order performance
– ABC categorization for inventory strategy & lead time promise
40. Cash & Customer – so how are we doing?
Perfect Order = (On time %) * (in full %) *
(Invoice Accuracy %)
As demand has filled plant capacity,
perfect order performance has
suffered and expedited freight has
increased
Cash Gap improved 12 days
(full year average) between Dec05
and Mar10
New challenge since 2010… CPG
companies driving from net 30 to Net
45607590105120 days
Now ~92%
60
50
40
30
20
10
0
Cash Gap Days
-23%
-12 days
12 Turns
Inventory
2005 2006 2007 2008 2009 2010 2011 2012
41. Key Takeaways
Lean pull systems are most effective in combination with data
driven, disciplined supply chain practices - Push Pull
integration
• S&OP provides the cross functional process to make
decisions based on the best demand information available
• Demand Management is critical to prepare to meet
customer requirements
– Customer information must be supported by statistical view
of Demand
– There is too much data and the world moves too fast to
manage with spreadsheets
• Lean pull systems provide the response capability to deal
with the remaining error
42. 2013 Analysis of Sonoco vs Peers by REL
(producer of the annual CFO Magazine benchmark survey)
In 2005, Sonoco was 3rd Quartile in
Cash Performance among its
Containers and Packaging Peers
Since beginning work on Cash Gap, it
has moved to top Quartile in cash
performance and Number One in
Inventory Days performance
While reducing inventory, Perfect Order
has continually improved
45. Metrics That Matter
• Lora Cecere’s 2nd book:
Metrics That Matter
• To publish in Fall 2014
Pre-orders available on Amazon:
http://tinyurl.com/metricsthatmatter
#sciwebinar
46. About Lora Cecere
• Founder of Supply Chain Insights
• Invited to be a “LinkedIn Influencer”
• Invited to write a guest blog for Forbes
• Author of 2 books: Bricks Matter (2012) and
Metrics That Matter (to publish Fall of 2014)
• Partner at Altimeter Group (leader in open research)
• 7 years of Management Experience leading Analyst Teams at Gartner and
AMR Research
• 8 years Experience in Marketing and Selling Supply Chain Software at
Descartes Systems Group and Manugistics (now JDA)
• 15 Years Leading teams in Manufacturing and Distribution operations for
Clorox, Kraft/General Foods, Nestle/Dreyers Grand Ice Cream and
Procter & Gamble.
Contact Information:
• Email: lora.cecere@supplychaininsights.com
• Blog: www.supplychainshaman.com (6000 pageviews/month)
• Forbes: http://www.forbes.com/search/?q=lora+cecere
• Twitter: lcecere (4800 followers)
• LinkedIn: linkedin.com/pub/lora-cecere/0/196/573 (7000 in the network)
#sciwebinar
47. Don’t Forget to Complete the
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Editor's Notes
How has the proliferation of S&OP Processes changed the complexity of the work? Has this helped or hurt the evolution of supply chain processes?
What is balance? Are you balanced?
What is the impact of being balanced?
S&OP is one of the largest factors in driving agility. How do you define it?
Has S&OP improved agility for you?
There is a raging debate between S&OP and IBP, but isn’t the greater issue inside-out versus outside-in?
How does this compare to what your center does?
Why do you think that there is such a large gap in the supply chain centers of excellence in the facilitation of S&OP?
What challenges have you seen and how have you overcome them?
How do you tie planning to execution?
Conflicts between disciplined planning & agile response
traditional production to a forecast with set lead time agreements with customers (and suppliers)
demand driven pull, short lead time processes emphasized in lean supply chains
Sonoco Products has blended the use of forecast based supply chain practices with demand pull processes to create agile supply chains
collaborative demand management,
sales & operations planning (S&OP)
lean transformation and cash/ cost optimization.