Why Modern Labs Still Struggle with Vial Labeling Accuracy

Laboratory technicians encounter various challenges in labeling, marking, and tracking vials, particularly in busy research, clinical, or industrial settings. This article takes a closer look at the issues that influence precision, efficiency, and data integrity – the hidden bottleneck in countless laboratories.

Why Modern Labs Still Struggle with Vial Labeling Accuracy

Image Credit: Labman 

Surprisingly, many laboratories depend on handwritten, smudged, or half-peeling labels on vials.

Despite significant advancements, vial labeling remains one of modern laboratories' most frustrating and overlooked challenges. Common problems include:

1. Common Label Struggles

  • Manually writing or printing small labels for hundreds of vials is tedious, time-consuming, and susceptible to error
  • Labels that fall off, smudge, or fade after freezing or autoclaving
  • Limited space, forcing staff to create cryptic codes that are difficult to interpret later.

2. Tracking Challenges

  • Barcodes that are too small or curved for adequate scanning
  • Vials lost between prep and analysis or reappearing weeks later
  • Spreadsheets are still used as the tracking system
  • No simple method to determine sample location, handler, or status.

3. Human Intervention

  • Fatigue from repetitive labeling tasks
  • Training new personnel on unique systems of abbreviations and naming conventions

Vial labeling has failed to keep pace with lab automation. Despite silently draining productivity and affecting everything from data integrity to compliance, it continues to be treated as a minor task.

Why Modern Labs Still Struggle with Vial Labeling Accuracy

Image Credit: Labman 

Where is the Opportunity?

Laboratories are re-evaluating vial identification entirely, moving away from consumable labels and fragile adhesives toward direct, permanent marking.

The goal is to avoid peeling, fading, and replacements, while enabling clear, precise, and lasting identification, even after freezing, washing, or sterilizing.

This new approach improves speed and consistency while eliminating human error and the need for endless rolls of labels.

Labman Automation offers solutions that remove the need to relabel hundreds of vials by hand, prevent sample loss due to smudged labels, and improve scanning capabilities.

Acknowledgments

Produced from materials originally authored by Katie Simpson at Labman Automation.

Image

This information has been sourced, reviewed, and adapted from materials provided by Labman.

For more information on this source, please visit Labman.

Citations

Please use one of the following formats to cite this article in your essay, paper or report:

  • APA

    Labman. (2025, November 19). Why Modern Labs Still Struggle with Vial Labeling Accuracy. AZoM. Retrieved on November 19, 2025 from https://www.azom.com/article.aspx?ArticleID=24780.

  • MLA

    Labman. "Why Modern Labs Still Struggle with Vial Labeling Accuracy". AZoM. 19 November 2025. <https://www.azom.com/article.aspx?ArticleID=24780>.

  • Chicago

    Labman. "Why Modern Labs Still Struggle with Vial Labeling Accuracy". AZoM. https://www.azom.com/article.aspx?ArticleID=24780. (accessed November 19, 2025).

  • Harvard

    Labman. 2025. Why Modern Labs Still Struggle with Vial Labeling Accuracy. AZoM, viewed 19 November 2025, https://www.azom.com/article.aspx?ArticleID=24780.

Ask A Question

Do you have a question you'd like to ask regarding this article?

Leave your feedback
Your comment type
Submit

While we only use edited and approved content for Azthena answers, it may on occasions provide incorrect responses. Please confirm any data provided with the related suppliers or authors. We do not provide medical advice, if you search for medical information you must always consult a medical professional before acting on any information provided.

Your questions, but not your email details will be shared with OpenAI and retained for 30 days in accordance with their privacy principles.

Please do not ask questions that use sensitive or confidential information.

Read the full Terms & Conditions.