Food Safety
search
cart
facebook twitter linkedin
  • Sign In
  • Create Account
  • Sign Out
  • My Account
Food Safety
  • NEWS
    • Latest News
    • White Papers
  • PRODUCTS
  • TOPICS
    • Contamination Control
    • Food Types
    • Management
    • Process Control
    • Regulatory
    • Sanitation
    • Supply Chain
    • Testing and Analysis
  • PODCAST
  • EXCLUSIVES
    • Food Safety Five Newsreel
    • eBooks
    • FSM Distinguished Service Award
    • Interactive Product Spotlights
    • Videos
  • BUYER'S GUIDE
  • MORE
    • ENEWSLETTER >
      • Archive Issues
      • Subscribe to eNews
    • Store
    • Sponsor Insights
  • WEBINARS
  • FOOD SAFETY SUMMIT
  • EMAG
    • eMagazine
    • Archive Issues
    • Editorial Advisory Board
    • Contact
    • Advertise
  • SIGN UP!
ProductsSanitationEnvironmental Monitoring

Novolyze Environmental Monitoring Platform Adds Predictive Insight, Machine Learning

Novolyze logo

Credit: Novolyze

June 9, 2023

Novolyze has announced the release of advanced predictive data modeling and analytics enhanced by artificial intelligence (AI) and machine learning (ML) for its Sanitation Complete and environmental monitoring platform (EMP). The latest release enables Novolyze’s technology to automatically generate trend charts and digital heat maps using historical and real time data from multiple data inputs.

Enriching existing reporting capabilities, the new trend charts and heat maps provide a visually intuitive and comprehensive view for identifying high risk areas, outbreak forecasting, and prediction of where and when foodborne pathogens may present during certain process times and seasons. Digitalization of EMPs and sanitation programs are crucial for food and beverage manufacturers to reduce paper and provide real time data to maintain food safety and quality, especially for ready-to-eat (RTE) foods.

The use of predictive insight in EMP and sanitation can help food and beverage manufacturers identify potential areas of contamination before they present problems. By digitalizing the collection and analysis of data on environmental conditions, such as temperature, humidity, and sanitation practices, the solution develops models to predict where and when potential contamination events may occur. This enables manufacturers to take proactive measures to prevent contamination, rather than waiting for a problem to arise and then reacting to it.

For example, when manufacturers are alerted through the platform to specific areas in the facility presenting a higher risk of contamination, they can proactively take steps to increase sanitation measures in that area or adjust the production process reducing the risk of contamination. By doing so, they can prevent potential food safety issues and ensure that the RTE foods they produce are safe for consumption.

Additionally, the use of predictive modeling also helps improve product quality. Through real-time and predictive monitoring of data on environmental conditions, manufacturers can identify and address issues that potentially affect the quality of a product, such as changes in temperature or humidity. This helps ensure consistent product quality to meet the expectations of consumers.


Novolyze: www.novolyze.com  

KEYWORDS: environmental monitoring machine learning Novolyze predictive analytics software

Share This Story

Looking for a reprint of this article?
From high-res PDFs to custom plaques, order your copy today!

Recommended Content

JOIN TODAY
to unlock your recommendations.

Already have an account? Sign In

  • people holding baby chicks

    Serovar Differences Matter: Utility of Deep Serotyping in Broiler Production and Processing

    This article discusses the significance of Salmonella in...
    Food Type
    By: Nikki Shariat Ph.D.
  • woman washing hands

    Building a Culture of Hygiene in the Food Processing Plant

    Everyone entering a food processing facility needs to...
    Training
    By: Richard F. Stier, M.S.
  • graphical representation of earth over dirt

    Climate Change and Emerging Risks to Food Safety: Building Climate Resilience

    This article examines the multifaceted threats to food...
    Best Practices
    By: Maria Cristina Tirado Ph.D., D.V.M. and Shamini Albert Raj M.A.
Subscribe For Free!
  • eMagazine Subscription
  • Subscribe to eNewsletter
  • Manage My Preferences
  • Website Registration
  • Subscription Customer Service

More Videos

Sponsored Content

Sponsored Content is a special paid section where industry companies provide high quality, objective, non-commercial content around topics of interest to the Food Safety Magazine audience. All Sponsored Content is supplied by the advertising company and any opinions expressed in this article are those of the author and not necessarily reflect the views of Food Safety Magazine or its parent company, BNP Media. Interested in participating in our Sponsored Content section? Contact your local rep!

close
  • Deli Salads
    Sponsored byCorbion

    How Food Safety is Becoming the Ultimate Differentiator in Refrigerated and Prepared Foods

Popular Stories

recalled sysco and lyons imperial nutritional shakes

Listeria Outbreak Linked to Nutritional Shakes Served at Healthcare Facilities Causes 14 Deaths

Image of fish on ice

Common Fish Food Poisoning Types and Prevention Methods

Scientist inspecting food substance with microscope

FDA Announces ‘Proactive’ Post-Market Chemical Review Program to Keep Food Supply Safe

Events

June 12, 2025

Additive Bans Ahead: Your Guide to Avoiding Risk and Maintaining Agility

Live: June 12, 2025 at 12:00 pm EDT: From this webinar, attendees will learn how ingredient bans will impact product development, labeling, and sourcing.

View All

Products

Global Food Safety Microbial Interventions and Molecular Advancements

Global Food Safety Microbial Interventions and Molecular Advancements

See More Products
Environmental Monitoring Excellence eBook

Related Articles

  • Novolyze logo

    Novolyze Upgrades Environmental Monitoring Program Solution

    See More
  • data

    Emerging Opportunities for Machine Learning in Food Safety: Potential and Pitfalls

    See More
  • creative visualization of a digital eye (a human eye with digital graphics overlaid)

    Revolutionizing Food Analysis: The Synergy of Artificial Instruments and Machine Learning Methods

    See More

Events

View AllSubmit An Event
  • May 1, 2025

    Avoiding Sanitation Pitfalls: Challenges and Opportunities for Your Environmental Monitoring Program

    On Demand: During this webinar, attendees will learn environmental sanitation pitfalls to avoid, and how to ensure biological safety inside your plant
View AllSubmit An Event

Related Directories

  • Novolyze

    Novolyze offers a comprehensive, tech-enabled solution to help the food industry manufacture safer and better food, while ensuring strong compliance with international food safety and quality standards. Our innovative Food Safety and Quality approach relies on cutting-edge microbiology solutions, combined with the latest developments in digital, IoT, and machine learning.
  • TAAG Labs

    TAAG has 20 years of experience delivering next-generation, preventive, data-driven food safety programs. Our offerings include AI-powered predictive environmental monitoring, custom-made, high-multiplex PCR kits, and state-of-the-art laboratory services for microorganism detection and identification. Learn more at www.taag-labs.com
  • Control Instruments Corp.

    Manufacture advanced detection systems for hazardous gases & vapors.
×

Never miss the latest news and trends driving the food safety industry

eNewsletter | Website | eMagazine

JOIN TODAY!
  • RESOURCES
    • Advertise
    • Contact Us
    • Directories
    • Store
    • Want More
  • SIGN UP TODAY
    • Create Account
    • eMagazine
    • eNewsletter
    • Customer Service
    • Manage Preferences
  • SERVICES
    • Marketing Services
    • Reprints
    • Market Research
    • List Rental
    • Survey/Respondent Access
  • STAY CONNECTED
    • LinkedIn
    • Facebook
    • Instagram
    • X (Twitter)
  • PRIVACY
    • PRIVACY POLICY
    • TERMS & CONDITIONS
    • DO NOT SELL MY PERSONAL INFORMATION
    • PRIVACY REQUEST
    • ACCESSIBILITY

Copyright ©2025. All Rights Reserved BNP Media.

Design, CMS, Hosting & Web Development :: ePublishing