Innovation Peer

Automation Project Studio · Case Study

Case Study Overview

End-of-line case palletizing with repetitive lifting

Example outputRobotic Palletizing & End-of-LineReady for Project ReviewPromising, Needs Validation

MaplePack Foods · MaplePack Foods — Brampton, ON (Line 2 end-of-line)

This sample case study uses fictional company and process data to show the type of documentation Innovation Peer can help prepare.

No supplier contact happens without your approval. Outputs are early-stage project scope — not final engineering design, quote, safety certification, or statement of work.

This is an early-stage project scope intended to support internal review and supplier feasibility discussions. It is not a final engineering design, safety certification, quote, or statement of work.

Company and industry context

MaplePack Foods — Food processing

End-of-line case palletizing with repetitive lifting and labor gaps.

Current process

Two operators manually build mixed-SKU pallets at the end of a case packing line, including slipsheets and stretch wrap prep during peak season.

Problem / bottleneck

Repetitive lifting, staffing gaps on second shift, and inconsistent pallet build quality.

Related Technology Pathway

Robotic Palletizing & End-of-Line

Open Technology Pathway

Why the pathway fits

Stable case formats and predictable line rates at end-of-line suit a palletizing robot with pattern software and ergonomic relief.

What data the buyer needed

  • • Case formats and daily volume by SKU
  • • Pallet patterns and stack height limits
  • • Downstream stretch wrap and shipping constraints

Preliminary economics snapshot

Illustrative snapshot: ~$165K annual palletizing labor, injury near-miss reports on lifting, target one operator redeployed per shift; palletizer cells often $150K–$320K CAD (not a quote).

Main risks

  • • SKU mix exceeds pattern library maintenance
  • • Upstream line stoppages starve the cell
  • • Floor space limits reach for tall stacks

Required delivery team

  • • Robotics integrator
  • • End-of-arm tooling supplier
  • • Controls engineer

Recommended next step

Document top pallet patterns and line rate in Project Intake, then generate end-of-line scope and validation checklist.

Document packages generated

  • • Project Assessment
  • • Preliminary economics snapshot
  • • Required Delivery Team
  • • Supplier-Ready Project Scope
Start with a similar challenge

Documentation stack

Industrial automation buying-gate documents generated from your Automation Project record. Use Export Documents in the page header for PDF, Excel, and presentation exports.

Internal Decision Package

Gate 1 — readiness, economics, and capital justification for internal sponsors.

Active package6 docs · Ready for Internal Use

Summarize readiness, preliminary economics, and capital justification for internal sponsors.

Supports: Whether to proceed with feasibility and project definition.

Project Definition Package

Gate 2 — charter, risks, validation, and site readiness for project definition.

Active package5 docs · Ready for Internal Use

Define project scope, risks, validation needs, and site readiness before supplier engagement.

Supports: Whether the project is defined enough to engage suppliers or integrators.

Supplier Preparation Package

Gate 3 — pre-procurement URS/SOW and supplier engagement support (draft sections).

Draft / partial4 docs · Ready for Internal Use

Prepare draft URS/SOW, technical requirements, and supplier evaluation criteria for procurement.

Supports: Whether supplier conversations can start with structured scope and criteria.

Supplier sharing gated — Complete intake gaps and readiness review before supplier-facing exports.

Commercial Readiness Package

Commercial and legal-readiness planning templates before supplier conversations — not legal advice or final contracts.

Draft / partial7 docs · Mixed (Drafting, Ready for Internal Use)

Plan commercial terms, consent, and clarification questions before supplier proposals and contracts.

Supports: Whether the team is ready for commercial and contractual supplier discussions.

Supplier sharing gated — Complete intake gaps and readiness review before supplier-facing exports.

Internal Decision Package

Management Summary

Ready for Internal UseGenerated 3/15/2026, 2:30:00 PM

Intended audience: Plant Manager · Operations Director

MaplePack Foods · Robotic Palletizing & End-of-Line — MaplePack Foods

Readiness scorecard

How ready is this project for internal and project review?

Readiness: Ready for Project Review

Fit: Promising, Needs Validation

Next step: Feasibility Review Recommended

Core intake completeness

Core intake completeness reflects structured intake capture only. It does not mean final validation, supplier readiness, engineering sign-off, or safety approval.

100% captured

Supplier-readiness completeness

Site, evidence, and pathway readiness for supplier conversations — not supplier approval.

80% supplier-readiness signals

Risk matrix

Level, reason, and validation step for each area

Process risk: Low

Reason: Process context is documented enough for initial assessment.

Mitigation / validation: Confirm during feasibility review and document in the project charter.

Owner: TBD — assign during project review

Status: Monitor

Technology risk: Low

Reason: Solution technology aligns with stated process needs.

Mitigation / validation: Confirm during feasibility review and document in the project charter.

Owner: TBD — assign during project review

Status: Monitor

Commercial risk: Low

Reason: Labor and cost inputs support preliminary economics.

Mitigation / validation: Confirm during feasibility review and document in the project charter.

Owner: TBD — assign during project review

Status: Monitor

Implementation risk: Low

Reason: Site and staffing context supports implementation planning.

Mitigation / validation: Confirm during feasibility review and document in the project charter.

Owner: TBD — assign during project review

Status: Monitor

Safety / compliance risk: Low

Reason: No immediate safety/compliance flags from intake data.

Mitigation / validation: Confirm during feasibility review and document in the project charter.

Owner: TBD — assign during project review

Status: Monitor

Change management risk: Medium

Reason: Stakeholder alignment, training, and shift adoption affect automation benefits realization.

Mitigation / validation: Confirm operations, maintenance, and quality sign-off paths; plan communication and training before install.

Owner: Lisa Park — Line 2 Supervisor

Status: Open — needs review

Required delivery team

Who needs to be involved to deliver this project?

RoleLead / supportCategorySideWhy it matters
Systems integratorLeadIntegrationSupplier-sideDesigns and delivers the automation scope for this pathway.
Customer-side operations ownerBuyer-side contactCustomerBuyer-sideLisa Park — Line 2 Supervisor
Maintenance contactBuyer-side contactMaintenanceBuyer-sideMike Tran — Maintenance Lead

Project overview

End-of-line case palletizing with repetitive lifting at MaplePack Foods · MaplePack Foods — Brampton, ON (Line 2 end-of-line). Automation pathway: Robotic Palletizing & End-of-Line. Readiness: Ready for Project Review. Fit: Promising, Needs Validation.

Current problem

Repetitive lifting injuries and near-miss reports. Staffing gaps on second shift. Inconsistent pallet build quality causing downstream shipping claims.

Desired outcome

Robotic palletizing for top case formats with pattern flexibility, slipsheet handling, and staffing relief on second shift.

Preliminary economics

Current labor baseline ~$293,760 CAD/year; Estimated savings $76,874–$104,006 CAD/year; Project cost $100,000–$500,000 CAD; Estimated payback range: 12–78 months; Base-case payback 13–66 months.

Main risks

Top risks to validate before capital or supplier commitments.

Risk areaLevelReasonValidation stepOwnerStatus
ProcessLowProcess context is documented enough for initial assessment.Confirm during feasibility review and document in the project charter.TBD — assign during project reviewMonitor
TechnologyLowSolution technology aligns with stated process needs.Confirm during feasibility review and document in the project charter.TBD — assign during project reviewMonitor
CommercialLowLabor and cost inputs support preliminary economics.Confirm during feasibility review and document in the project charter.TBD — assign during project reviewMonitor
ImplementationLowSite and staffing context supports implementation planning.Confirm during feasibility review and document in the project charter.TBD — assign during project reviewMonitor

Required delivery team summary

Lead and supporting roles expected during delivery.

RoleTypeRationale
Systems integratorLeadDesigns and delivers the automation scope for this pathway.

Recommended next step

Validate pallet patterns, line rate, slipsheet handling, and floor layout before supplier-neutral scoping.

Decision needed

Confirm what additional site data and evidence to collect before the next step.

Missing Information & Assumptions to Confirm

Confirm provided inputs, assumptions, and missing items before treating economics as decision-grade.

Provided inputs

  • Operators involved: 2
  • Hours per shift: 8
  • Shifts per day: 2
  • Working days per year: 255
  • Loaded hourly labor cost: $36/hr CAD

Assumptions used for preliminary calculation

  • Calculated baseline (~$293,760 CAD/yr) differs from stated annual labor ($165,000 CAD) — reconcile inputs

Missing information / needs confirmation

  • No major information gaps flagged at this completeness level.
▸ Technical detail / generated assessment panels

Automation Project Overview

Fictional intake data for this sample case study. Assessment panels use the same deterministic logic as live Automation Projects.

Company
MaplePack Foods
Industry
Food processing
Site / facility
MaplePack Foods — Brampton, ON (Line 2 end-of-line)
Process name
End-of-line case palletizing with repetitive lifting
Selected Automation Solution
Robotic Palletizing & End-of-Line
Current process
Two operators manually build mixed-SKU pallets at the end of a case packing line including slipsheets and stretch wrap prep during peak season.
Desired outcome
Robotic palletizing for top case formats with pattern flexibility, slipsheet handling, and staffing relief on second shift.
Main pain points
Repetitive lifting injuries and near-miss reports. Staffing gaps on second shift. Inconsistent pallet build quality causing downstream shipping claims.
Operators involved
2
Shifts per day
2
Hours per shift
8
Working days per year
255
Loaded hourly labor cost
$36 CAD
Cycle time / throughput
18–22 cases/minute at palletizer infeed
Product / part details
Corrugated cases, 6 primary SKUs, mixed-layer patterns on 2 pallet types.
Evidence notes
Example only: pallet pattern sketches, line rate log, injury summary (fictional demo).
Project owner
Sandra Cho — Plant Manager
Technical contact
Mike Tran — Maintenance Lead
Operations contact
Lisa Park — Line 2 Supervisor
Quality contact
Sandra Cho — Plant Manager

Project Assessment

Current process summary
Two operators manually build mixed-SKU pallets at the end of a case packing line including slipsheets and stretch wrap prep during peak season. Primary bottleneck: Manual palletizing at line end Pain points: Repetitive lifting injuries and near-miss reports. Staffing gaps on second shift. Inconsistent pallet build quality causing downstream shipping claims.
Selected Automation Solution
Robotic Palletizing & End-of-Line
Project Readiness
Ready for Project Review
Project Fit
Promising, Needs Validation
Core intake completeness
100%

Project Readiness and Data Completeness

Ready for Project Review — 100% of core intake fields are populated for this assessment level.

Project Fit & Risk Scoring

Risk areaLevelNotes
ProcessLowProcess context is documented enough for initial assessment.
TechnologyMediumSolution technology aligns with stated process needs.
CommercialLowLabor and cost inputs support preliminary economics.
ImplementationMediumUpstream line balance and pallet egress clearance need confirmation with operations.
Safety / complianceLowNo immediate safety/compliance flags from intake data.

Core intake fields are complete for this assessment level.

Recommended next step

Validate pallet patterns, line rate, slipsheet handling, and floor layout before supplier-neutral scoping.

Preliminary Project Economics

Current annual labor baseline
$293,760 CAD
Estimated annual savings range
$76,874–$104,006 CAD
Estimated project cost range
$100,000–$500,000 CAD
Estimated payback range
12–78 months

Business case inputs

  • Current labour hours2 operators · 2 shifts/day · 8 hours/shift · 255 days/year
  • Fully loaded labour cost36
  • Shift pattern2 shifts/day · 8 hours/shift · 255 days/year
  • Throughput requirements18–22 cases/minute at palletizer infeed
  • Scrap / rework impact22000
  • Downtime impact12000
  • Capex estimate range$100,000–$500,000 CAD
  • Opex estimate rangeNeeds data
  • Implementation disruptionSite and staffing context supports implementation planning.
  • Expected savings range$76,874–$104,006 CAD
  • Payback range12–78 months (indicative)

Calculation assumptions

  • Calculated baseline (~$293,760 CAD/yr) differs from stated annual labor ($165,000 CAD) — reconcile inputs

All economics are indicative ranges — not supplier quotes or capital approval.

Scenario Analysis

Conservative Case

Project cost
$110,000–$550,000 CAD
Annual savings
$50,864 CAD
Payback
26–130 months

Base Case

Project cost
$100,000–$500,000 CAD
Annual savings
$90,440 CAD
Payback
13–66 months

Upside Case

Project cost
$90,000–$450,000 CAD
Annual savings
$144,704 CAD
Payback
7–37 months

Required Delivery Team

Roles typically involved in scoping, validating, and delivering this Automation Project. Final team composition depends on site walkthrough and supplier feasibility review.

RoleLead / supportCategoryWhy it matters
Systems integratorLeadIntegrationDesigns and delivers the automation scope for this pathway.

Validation Checklist

  • Baseline process data

    Required for early project scoping and supplier-neutral planning.

Site Readiness Checklist

  • Site layout and utilities

    Confirm during site walkthrough and Project Intake.

Estimated Project Timeline

PhaseMilestoneDurationDescription
Phase 1Discovery and scoping4–8 weeksIntake, site review, and preliminary project definition.

Management Summary

Project
End-of-line case palletizing with repetitive lifting
Company / site
MaplePack Foods · MaplePack Foods — Brampton, ON (Line 2 end-of-line)
Automation Solution
Robotic Palletizing & End-of-Line
Project Readiness
Ready for Project Review
Project Fit
Promising, Needs Validation
Recommended pathway
Feasibility Review Recommended
Current problem
Repetitive lifting injuries and near-miss reports. Staffing gaps on second shift. Inconsistent pallet build quality causing downstream shipping claims.
Desired outcome
Robotic palletizing for top case formats with pattern flexibility, slipsheet handling, and staffing relief on second shift.
Preliminary economics
Current labor baseline ~$293,760 CAD/year; Estimated savings $76,874–$104,006 CAD/year; Project cost $100,000–$500,000 CAD; Estimated payback range: 12–78 months; Base-case payback 13–66 months.
Main risks
Scope definition
Decision needed
Confirm what additional site data and evidence to collect before the next step.

Supplier-Ready Project Scope

This is an early-stage project scope intended to support internal review and supplier feasibility discussions. It is not a final engineering design, safety certification, quote, or statement of work.

Current process
Two operators manually build mixed-SKU pallets at the end of a case packing line including slipsheets and stretch wrap prep during peak season.
Desired outcome
Robotic palletizing for top case formats with pattern flexibility, slipsheet handling, and staffing relief on second shift.
Production context
Operators: 2 · Shifts/day: 2 · Throughput: 18–22 cases/minute at palletizer infeed · Product/part: Corrugated cases, 6 primary SKUs, mixed-layer patterns on 2 pallet types.
Evidence notes
Example only: pallet pattern sketches, line rate log, injury summary (fictional demo).
Required Delivery Team
Systems integrator
Preliminary economics summary
Current labor baseline ~$293,760 CAD/year; Estimated savings $76,874–$104,006 CAD/year; Project cost $100,000–$500,000 CAD; Estimated payback range: 12–78 months; Base-case payback 13–66 months.

Risks to validate

  • Scope definition: Early assumptions about cycle time, part mix, or site constraints may change after data review.
Preliminary assessment outputs are for planning and internal review only. They do not replace detailed engineering design, hazard analysis, safety certification, supplier quotes, or a formal statement of work.

Start Your Own Project Intake

Create your own Automation Project with your process data. Your project stays private until you choose to request a Project Review — no supplier contact without your approval.

Start Your Own Project IntakeMore sample case studies