Sales Inventory Operations Planning (SIOP)

Sales Inventory Operations Planning (SIOP) provides the executive framework to align demand, supply, capacity, inventory, and financial objectives, enabling predictable revenue fulfillment, superior customer service, resilient operations, and profitable growth. Explore insights on executive SIOP leadership, cross-functional alignment, scenario planning, demand and supply balancing, integrated business planning, and decision-making. Learn how manufacturers and distributors leverage integrated planning, technology enablement, data, and analytics to improve visibility, resolve constraints, optimize working capital, and execute with confidence.

News & Notes – Predictable Growth, Profit & Performance August 2026
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News & Notes – Predictable Growth, Profit & Performance August 2026

Supply Chain Planning, SIOP / Integrated Business Planning (IBP), LMA Updates

News & Notes – Predictable Growth, Profit & Performance August 2026

Explore LMA Consulting Group’s SIOP Resource Hub, including our flagship guide, Best of SIOP articles, FAQs, eBook, and practical implementation resources.

Lisa Anderson2026-08-12T22:43:41-07:00August 12, 2026|Categories: Supply Chain Planning, SIOP / Integrated Business Planning (IBP), LMA Updates|Tags: Collaborative Planning, Customer service, Predictability, Profitability, Revenue growth, S&OP, Scalability, SIOP, Supply chain planning|

SIOP Metrics: 5 KPIs Every Manufacturer Should Track
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SIOP Metrics: 5 KPIs Every Manufacturer Should Track

Supply Chain Planning, SIOP / Integrated Business Planning (IBP)

SIOP Metrics: 5 KPIs Every Manufacturer Should Track

Track the five essential SIOP metrics that improve forecast accuracy, customer service, inventory, capacity, and profitability to drive predictable growth.

Lisa Anderson2026-08-11T09:18:56-07:00August 9, 2026|Categories: Supply Chain Planning, SIOP / Integrated Business Planning (IBP)|Tags: Capacity planning, Customer service, Demand planning, Inventory optimization, Predictability, Profitability, S&OP, SIOP, Working capital|

SIOP Is More Than Demand Planning – It Is the Control Tower for Business Performance
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SIOP Is More Than Demand Planning – It Is the Control Tower for Business Performance

Supply Chain Planning, SIOP / Integrated Business Planning (IBP), Press Releases

SIOP Is More Than Demand Planning – It Is the Control Tower for Business Performance

Successful SIOP goes far beyond forecasting and monthly meetings. Lisa Anderson explains how connecting people, processes, and decisions across the enterprise creates one version of the truth, enabling manufacturers to improve predictability, agility, profitability, and long-term scalable growth.

Lisa Anderson2026-07-15T13:50:24-07:00July 9, 2026|Categories: Supply Chain Planning, SIOP / Integrated Business Planning (IBP), Press Releases|Tags: Capacity planning, Demand planning, ERP, Leadership, Organizational alignment, Predictability, Profitability, S&OP, Scalability, SIOP, Supply chain planning, Supply chain visibility|

Demand & Supply Misalignment
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Demand & Supply Misalignment

Supply Chain Planning, SIOP / Integrated Business Planning (IBP)

Demand & Supply Misalignment

In this Supply Chain Byte, Lisa Anderson discusses why manufacturers must align demand and supply at each step of the supply chain, using California’s oil and gas and refinery capacity challenges as an example of how reduced capacity can create ongoing pressure and an operational bottleneck.

Lisa Anderson2026-08-11T09:07:18-07:00June 15, 2026|Categories: Supply Chain Planning, SIOP / Integrated Business Planning (IBP)|Tags: Capacity planning, Customer service, Predictability, Profitability, Resiliency, Risk Management, S&OP, SIOP, Supply Chain Bytes, Supply chain chokepoints, Supply chain planning, Video|

Manufacturers Should Not Confuse AI Tools with Effective SIOP Processes
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Manufacturers Should Not Confuse AI Tools with Effective SIOP Processes

Supply Chain Planning, SIOP / Integrated Business Planning (IBP), Press Releases

Manufacturers Should Not Confuse AI Tools with Effective SIOP Processes

Lisa Anderson explains why AI cannot replace a formal SIOP process. While technology can improve analysis and decision-making, successful planning still requires strong business processes, cross-functional alignment, operational discipline, and organizational accountability.

Lisa Anderson2026-06-16T20:47:00-07:00June 11, 2026|Categories: Supply Chain Planning, SIOP / Integrated Business Planning (IBP), Press Releases|Tags: AI, APS, Customer service, Data & Analytics, ERP, Organizational alignment, Predictability, S&OP, Scalability, SIOP, Supply chain planning|

The LMA Difference
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The LMA Difference

Supply Chain Planning, SIOP / Integrated Business Planning (IBP)

The LMA Difference

When Armacell's OTIF performance fell to 38%, the company partnered with LMA Consulting Group to strengthen planning processes, optimize SAP capabilities, and improve cross-functional collaboration. Through SIOP improvements, data-driven decision-making, and sustainable process changes, Armacell increased OTIF performance to more than 90%, improved customer satisfaction, and built a stronger foundation for long-term growth.

Lisa Anderson2026-07-03T23:03:46-07:00June 3, 2026|Categories: Supply Chain Planning, SIOP / Integrated Business Planning (IBP)|Tags: APS, Building Products, Capacity planning, Client success story video, Customer service, DRP, ERP, On-Time Delivery, Order management, Organizational alignment, Predictability, S&OP, SAP, SIOP, Supply chain planning, Video, Working capital|

Transformed Supply Chain Performance Through ERP and SIOP Excellence
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Transformed Supply Chain Performance Through ERP and SIOP Excellence

Supply Chain Planning, SIOP / Integrated Business Planning (IBP)

Transformed Supply Chain Performance Through ERP and SIOP Excellence

When Armacell's OTIF performance fell to 38%, the company partnered with LMA Consulting Group to improve SAP utilization, strengthen SIOP processes, and align teams around data-driven decision-making. The result was a sustainable transformation that increased OTIF performance to as high as 92% and created a stronger foundation for long-term supply chain success.

Lisa Anderson2026-07-06T22:32:47-07:00June 2, 2026|Categories: Supply Chain Planning, SIOP / Integrated Business Planning (IBP)|Tags: Building Products, Client success story video, Customer service, Data & Analytics, ERP, On-Time Delivery, Order management, Organizational alignment, Predictability, S&OP, SAP, Scalability, SIOP, Supply chain planning, Video|

From 38% to 92% OTIF: The Power of Visibility and Planning
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From 38% to 92% OTIF: The Power of Visibility and Planning

Supply Chain Planning, SIOP / Integrated Business Planning (IBP)

From 38% to 92% OTIF: The Power of Visibility and Planning

Armacell partnered with LMA Consulting Group to improve customer service, strengthen SAP planning capabilities, and enhance SIOP execution. By transitioning from spreadsheet-driven planning to system-based processes, the company increased on-time service from 38% to 92% while building the internal capabilities needed to sustain long-term success.

Lisa Anderson2026-07-06T23:08:06-07:00June 2, 2026|Categories: Supply Chain Planning, SIOP / Integrated Business Planning (IBP)|Tags: APS, Building Products, Capacity planning, Client success story video, Customer service, Data & Analytics, Demand planning, ERP, Order management, Organizational alignment, Predictability, Production & Materials Planning, S&OP, SAP, Scalability, SIOP, Supply chain planning, Video|

Improved Service Levels Through Data-Driven Supply Chain Planning
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Improved Service Levels Through Data-Driven Supply Chain Planning

Supply Chain Planning, SIOP / Integrated Business Planning (IBP)

Improved Service Levels Through Data-Driven Supply Chain Planning

Armacell partnered with LMA Consulting Group to improve customer service and supply chain performance across its manufacturing and distribution network. By leveraging data, improving ERP utilization, strengthening SIOP processes, and aligning teams across functions, the company increased service levels from approximately 40% to more than 85%, while building sustainable processes for long-term success.

Lisa Anderson2026-07-03T23:06:43-07:00June 2, 2026|Categories: Supply Chain Planning, SIOP / Integrated Business Planning (IBP)|Tags: Building Products, Client success story video, Customer service, Data & Analytics, ERP, Inventory optimization, Order management, Predictability, Replenishment, S&OP, SAP, SIOP, Supply chain planning, Video, Working capital|

How Armacell Used SIOP and Data to Fuel Growth
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How Armacell Used SIOP and Data to Fuel Growth

Supply Chain Planning, SIOP / Integrated Business Planning (IBP)

How Armacell Used SIOP and Data to Fuel Growth

Armacell partnered with LMA Consulting Group to strengthen SIOP processes, improve capacity planning, and turn decades of ERP data into actionable business insights. By aligning sales forecasts, production planning, and customer demand, the company improved service levels, reduced lead times by more than 25%, increased customer satisfaction, and supported double-digit growth in key business segments.