quality best practices.md

Quality Best Practices

Structured Approach to Inventory Scrapping with Integrated Traceability

Objective

Establish a standardized and auditable process for scrapping inventory that ensures operational transparency, traceability, and regulatory compliance.

Strategic Rationale

Recommended Workflow

  1. Inventory Identification
    • You must first encounter a process in which scrapping is applicable.
    • For example:
      • Cycle count discrepancy
      • Non-conformance management
  1. Issue Ticket Creation
    • Avoid ad hoc scrapping; instead, log a structured issue
    • Define a clear rationale (e.g., "damaged components found on floor")
    • Incorporate relevant metadata (e.g., defect codes such as "electrical")
  1. Assign Disposition
    • Apply your organizations standardized “Scrapped” disposition category.
      • An automation that allows for this functionality will need to be configured with this same disposition or list of dispositions that are intended to scrap inventory.
    • Specify downstream handling or review protocols (e.g., hazardous waste removal requirements) within the disposition notes
  1. Issue Review and Resolution
    • Route the issue through a review and approval gate
    • Upon approval, mark the issue as "Resolved"
  1. Automated Inventory Adjustment
    • Leverage automation to reflect scrapped quantity in inventory records
    • Maintain synchronized records of actions taken and materials impacted

Automation Enablement

Deployment Recommendation

Best Practices for Documenting Redline Rationale

Objective

Establish a robust methodology for capturing and surfacing rationale behind procedural redlines to ensure downstream clarity, traceability, and continuous improvement.

Strategic Rationale

Recommended Workflow

  1. Option 1: Document Rationale Directly in the Redline
    • Upon creating a redline, embed a clear and concise rationale within the redline itself
    • Enables future users and procedure owners to understand the intent behind the change
  1. Link to Issues Where Applicable
    • If the redline resolves a specific issue, associate it with the relevant issue ID or description
    • Ensures direct traceability between operational issues and procedural changes
  1. Review Redline History & Merge
    • Once you have approved the redline, use the redline history interface to validate modifications
    • Click “Merge to Procedure” to transfer validated redlines into the procedural draft
  1. Validate Integration into Procedure Draft
    • Confirm that merged steps and associated rationale appear in the draft version of the procedure
  1. Option 2: Use Procedure Feedback Panel for Additional Context
    • Navigate to the procedure feedback panel to leave contextual comments related to the redline or its impact
    • This feedback becomes visible at the procedure level and includes traceability to the specific step and run
  1. Examples of Rationale to Capture
    • Material availability
    • Process instability
    • Safety compliance
    • Training or documentation gaps

Deployment Recommendation

Associating Inventory To Issues

Overview

When logging issues in the workflow, it’s important to accurately link related parts to maintain clear traceability and context. This section outlines best practices and behaviors within the system when associating parts with an issue.

Logging Issues Against Parts

Adding More Parts

Parent/Child Relationships

The system provides enhanced visibility when related parts share a parent/child relationship through their aBOM (assembly Bill of Materials).

Interface Behavior

Offending Part Label

Metal Slab is installed onto Metal Bracket and is this shown as an Offending Part (OP)

Installation Context

Flow Diagram

  1. We'd recommend creating issues in the following manner for best traceability throughout your production line. This will empower your supply chain and manufacturing teams with the highest quality data to drive change at your organization.

Best Practice Issue Flow

  1. You can always understand the history of a part through its transaction history report in the inventory view. This is especially powerful when dealing with issues involving a component removed from an assembly and resolved separately. By following the best practice process outlined above, you can still see the original aBOM that the component was a part of through the transaction history view.

Part Inventory Transaction History

Future Improvements

We recognize that issue-to-part relationships provide valuable context when analyzing and resolving issues. To enhance this, our roadmap includes plans for expanding and formalizing these relationships across the platform and data products in 2026.

Planned relationship types include:

These improvements aim to make relationships more meaningful, searchable, and insightful throughout the system.