Use Cases

Where SawmillSmart Creates Measurable Value

SawmillSmart supports multiple planning and optimization scenarios across production, technology, and commercial coordination. Below are the most common use cases where mills create measurable impact.

Use Case 01

Increase recovery to reduce effective log cost

For: CFO, General Director, Production Director

The Problem

Raw material costs are one of the largest cost drivers in sawmilling. When planning is done with limited horizon or manual methods, mills often miss yield opportunities hidden in better cut-map and product-mix decisions. Even small improvements in recovery translate directly to margin.

How SawmillSmart helps

SawmillSmart evaluates more combinations and selects plans that improve overall recovery and raw material utilization over time. The multi-week horizon enables production sequences that capture opportunities invisible to short-horizon planning.

Higher yield from available logs Better economic use of assortment — higher-value cuts prioritized Reduced cost pressure
Recovery Impact Model
Manual planning baseline63.1%
Short-horizon software66.8%
SawmillSmart (6-wk horizon)71.4%

+8.3 pp recovery gain vs manual → direct margin improvement

Use Case 02

Replace manual planning bottlenecks with optimization-assisted planning

For: Production planners, Planning managers

Planning teams in many sawmills spend a disproportionate amount of time building, adjusting, and reconciling production plans. This manual effort limits quality and speed.

The system automates complex plan calculations and generation, reducing manual effort while improving consistency. Planners shift from calculation to review and decision — a much higher-value use of their expertise.

Significantly faster planning cycles Lower dependence on manual spreadsheet workflows More consistent plan quality regardless of individual experience
Planning Cycle Time
Manual
3–5 days
Spreadsheet
1–2 days
SawmillSmart
2–4 hours
70%
less manual effort
↑ quality
consistent results
Use Case 03

Plan production around demand priorities, not only operational convenience

For: Commercial directors, Sales teams, General Director

When sales targets and production planning operate in separate systems, mills risk producing the wrong product mix — overproducing low-priority items while under-serving actual demand.

SawmillSmart incorporates demand and planning priorities directly into the optimization process. Production plans reflect commercial objectives, not just operational convenience.

Better product mix alignment with actual sales priorities Reduced overproduction of low-demand products Improved service levels for priority customers Stronger coordination between commercial and production teams
📊 Before: Disconnected

Sales team targets SKUs A, B, C. Production runs D, E based on convenience. Overstock builds on D, E while A, B, C go unfulfilled.

↓
✓ After: Aligned

SawmillSmart incorporates demand weights into optimization. Plan produces A, B, C first. Commercial and production alignment achieved automatically.

Use Case 04

Handle complexity across lines, products, and changing conditions

For: Production directors, Technologists, Operations managers

Mills with multiple production lines, broad product portfolios, changing log assortment, or dynamic market conditions face combinatorial planning complexity impossible to manage manually.

SawmillSmart processes operational complexity systematically. It evaluates feasible alternatives under all applicable constraints and produces structured planning outputs — even as conditions change.

Complexity handled systematically

2–10+
Lines
10–100+
SKUs
Unlimited
Cut Maps
6+ weeks
Horizon
Use Case 05

Build a digital, data-driven planning foundation

For: IT/Digital directors, General Directors, Operations leaders

Many sawmill operations still rely on individual expertise, informal processes, and spreadsheet-based planning. This creates fragility, limits scalability, and makes it difficult to improve consistently.

SawmillSmart provides a structured, data-driven planning workflow that serves as the foundation for broader operational digitalization. Planning decisions become traceable, repeatable, and improvable.

A documented, repeatable planning process Planning logic not dependent on individual expertise alone Foundation for further operational digitalization Auditability and institutional memory in planning decisions
✗ Before: Spreadsheet era

Plans live in personal Excel files. Only one person understands the logic. Audit trail? None.

✓ After: Digital foundation

Every plan is data-driven, traceable, and organized. Institutional knowledge is systematized. Ready for ERP/MES integration.

Value by Role

Every role gains something tangible

🏭 Production Director

Stable, executable plans and improved line utilization

📋 Planner

Faster planning with better decision support and less manual work

Technologist

Improved cut strategy, better recovery, data-backed decisions

📈 Commercial Director

Production aligned with sales priorities and demand

💼 General Director

Stronger economics through better planning discipline

💻 IT / Digital Director

A structured, integrable, data-driven planning foundation

From Our Blog

Read: how sawmills achieve measurable gains

From Our Blog

Understand the technology behind the product.

The complete guide to sawmill optimization in 2026. Six levers and five principles to recover margin — without CapEx.

Read article →

Not sure which use case fits your mill best?

We can assess your current planning challenges and identify the highest-impact use case to start with.