Solution pathwayData and recordsManufacturing · Food · Pharma · Logistics

Traceability Gaps

Data and records · Manufacturing · Food · Pharma · Logistics

Missing scans, manual records, weak batch tracking, or label errors create downstream quality, recall, or compliance risk.

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Section 1

What the problem looks like

Parallel paper records alongside digital systems
Missed scans at known workflow steps
Inconsistent batch or lot tracking
Recurring label errors or mislabels

Section 2

Common hidden causes

Workflow steps where data is silently lost
Operators bypass scans when systems are slow
No system of record for certain steps
Process steps are undefined or vary by shift

Section 3

Relevant solution pathways

Compare possible pathways side by side. None of these are supplier recommendations — they are starting shapes to help you scope the problem.

Barcode / RFID and scan enforcement

What it is: Inline scans tied to workflow gates so steps cannot be skipped.
When it fits: Clear scan points exist and operator workflow can be updated.
What to validate: Scan points, gate logic, operator workflow, hardware coverage.
Main risks: Operator disruption, scanner reliability, network coverage.
Match types that may help: Auto-ID supplier, MES integrator.

Label verification

What it is: Inline checks that the right label was printed and applied correctly.
When it fits: Label errors cause customer complaints or recalls.
What to validate: Label spec, application point, reject mechanism.
Main risks: Print quality, downstream reject handling.
Match types that may help: Print/scan supplier, packaging engineer.

Digital work instructions

What it is: Operator screens that present steps and capture confirmations or readings.
When it fits: Process steps vary or are undocumented today.
What to validate: Step library, operator devices, system integration.
Main risks: Operator adoption, content maintenance.
Match types that may help: MES / digital work instruction supplier.

WMS/MES workflow improvement

What it is: Extending or re-configuring the system of record so data is captured at source.
When it fits: Existing WMS/MES exists but workflow is incomplete.
What to validate: Existing system capabilities, integration paths, data model.
Main risks: Configuration risk, change management.
Match types that may help: Existing system integrator, IT lead.

Section 4

Pathway comparison

Compare pathway shapes side by side. None of these are supplier recommendations — they help you scope the problem before conversations.

Pathway	Typical fit	Main tradeoff / risk
Barcode / RFID and scan enforcement	Clear scan points exist and operator workflow can be updated.	Operator disruption, scanner reliability, network coverage.
Label verification	Label errors cause customer complaints or recalls.	Print quality, downstream reject handling.
Digital work instructions	Process steps vary or are undocumented today.	Operator adoption, content maintenance.
WMS/MES workflow improvement	Existing WMS/MES exists but workflow is incomplete.	Configuration risk, change management.

Section 5

What to validate

Where data is lost
Required records and audit standard
Existing systems of record
Operator step list
Scanner/printer coverage

Section 6

Common adoption risks

Risk	Why it matters	How to reduce risk
Operator workflow disruption	Scan enforcement can slow operators if not designed well.	Pilot with operators in scope, not as observers.
System integration	Multiple legacy systems make data reconciliation hard.	Map systems and data flows before supplier scoping.
Change management	Operators bypass systems they do not trust.	Involve floor supervisors early.

Section 7 — Similar anonymized Automation Projects

Anonymized prototype examples of how similar Automation Projects have moved through Innovation Peer review.

Contract manufacturer

Traceability

Pathway considered: Scan enforcement
Main barrier: Parallel paper records hid scan gaps
Lesson learned: Removing parallel paper was as important as adding scanners.
What this means for you: Eliminate parallel records as part of scope, not after deployment.

Anonymized prototype examples.

Section 8

Recommended match types

Supplier / integrator

Solution and integration providers suited to the specific Automation Project.

Peer operator

An operator who has piloted or deployed a similar pathway.

Independent expert

Domain specialist who can sanity-check Project Assessment inputs before supplier conversations.

Funder / program

Regional or sector innovation programs that may co-fund eligible pilots.

Research partner

Applied research group able to support trials, measurement, or workforce studies.

No introduction is made without your explicit approval.

Provider categories

Provider categories that may be relevant after review

After Innovation Peer review, you may compare listed provider categories — not specific supplier recommendations on this page.

Supplier / integrator
Peer operator
Independent expert
Funder / program
Research partner

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