Analyst Recognition and Industry Awards

Independent analysts evaluate PLM software on capability, vision, and customer outcomes. Trace One is assessed in the leading evaluations covering product lifecycle management for process manufacturing — food and beverage, cosmetics and personal care, and specialty chemicals.
Below are the evaluations where Trace One is recognized, along with industry awards and verified customer reviews.

Analyst Evaluations

QKS Group SPARK Matrix™ 2026: Trace One named a Leader and Ace Performer

QKS Group evaluated seven vendors in the 2026 SPARK Matrix™ for PLM for Process Manufacturing: Trace One, Centric Software, Siemens, SAP, Aras, Aptean, and SpecPage. Vendors are scored on two axes: Technology Excellence and Customer Impact. The heaviest weighting on the technology axis is recipe and formulation management at 20 percent, followed by compliance and regulatory management and specification data management at 15 percent each.

Trace One is positioned as a Leader. QKS defines Leaders as organizations that set the standard in their industry, excelling across both Technology Excellence and Customer Impact. Trace One is also recognized as an Ace Performer, a designation for operational performance across revenue growth potential, partnership strategy, and customer acquisition. Trace One is positioned highest on customer impact among all vendors evaluated.

FD_SPARK_Matrix_PLM for Process Manufacturing_Q3 2026 (1) - Copy[55] - Read-Only

"In the SPARK Matrix™, the vendor is positioned as a Leader. This reflects one of the largest and most specifically concentrated customer bases in food & beverage, cosmetics, and specialty chemicals PLM today, combined with a proprietary regulatory data asset and AI capabilities that are demonstrably shipped rather than solely aspirational."

— Anoch Mane, Principal Analyst, QKS Group, SPARK Matrix™: PLM for Process Manufacturing, Q3 2026
QKS recognition for Trace One - Trace One named as a leader in PLM for Process Manufacturing in SPARK Matrix™ 2026
QKS recognition for Trace One - Trace One named as an ACE PERFORMER in PLM for Process Manufacturing in SPARK Matrix™ 2026

ARC MarketMap for Formulation Technologies 2026: Trace One positioned as a Major Player

ARC Advisory Group evaluated 17 formulation technology providers worldwide, including Dassault Systemes, Infor, Oracle, SAP, Siemens, and Veeva Systems. Providers were scored across two equally weighted dimensions: Solution Capabilities and Strategic Vision. The assessment combined live capability demonstrations, detailed questionnaires, and independent research.

Trace One is positioned as a Major Player. ARC highlighted strengths in scientific data management, regulatory automation, supplier collaboration, and sustainability capabilities, and identified Trace One as a reference platform for the food and cosmetics industries in formulation authoring, regulatory intelligence, and supplier collaboration.

Source: ARC Advisory Group Inc. Used under license.

ARC Market Map on Formulation Technologies - Trace One positioned as a Major Player

"Trace One stands out as one of the most comprehensive formulation platforms for food and CPG industries, combining deep scientific data modeling, regulatory automation, supplier collaboration, and sustainability intelligence. Its strength lies in treating formulation as a scientific and regulatory discipline rather than a generic PLM process."

— ARC Advisory Group, ARC MarketMap for Formulation Technologies, 2026

"The formulation market is moving from disconnected laboratory workflows to unified, domain-specific PLM architectures, which is raising the bar on recipe authoring, supplier collaboration, and automated global compliance. Suppliers such as Trace One, a Major Player in the ARC MarketMap for Formulation Technologies, have differentiated by tailoring their platforms directly to process manufacturers rather than forcing teams into generic enterprise tools."

— Marianne D'Aquila, Director of Research, ARC Advisory Group, ARC MarketMap for Formulation Technologies, 2026

CIMdata: PLM as a catalyst for brand integrity and agility

CIMdata, founded in 1983, is an independent strategic management consulting and research authority specializing in PLM and digital transformation. Its whitepaper "Product Lifecycle Management as a Catalyst for Brand Integrity and Agility" examines how purpose-built PLM platforms help process manufacturers manage formulation complexity, regulatory compliance, and brand integrity as integrated capabilities.

Source: CIMdata, Product Lifecycle Management as a Catalyst for Brand Integrity and Agility

"Process manufacturers and retailers in food and beverage, cosmetics, and chemicals face a unique set of challenges that discrete manufacturing PLM solutions were not designed to address."

— Peter Bilello, President and CEO, CIMdata, Product Lifecycle Management as a Catalyst for Brand Integrity and Agility, March 2026

Industry Awards and Customer Reviews

Trace One is also recognized through industry awards and verified customer reviews.

GRC Outlook Award for Trace One - Top 10 Compliance Solution Providers 2026 - Innovators
Retail Tech Insights Awards for Trace One - Top Product Lifecycle Management and Compliance Solution 2025
CIOReview award for Trace One - 20 most promising compliance technology solutions providers 2024
Trace One Capterra Rating at 4.4

What this means for Trace One

Severine Tourpin, CEO of Trace One

"Our customers are not looking for another workflow. They need a PLM platform that turns their product data into recommendations on where to innovate, where to reformulate, and where to focus next. Product data is a strategic asset. When you use it to drive product strategy, it can create the edge companies need to grow and thrive. Being recognized for both technology excellence and customer impact reflects exactly the ambition we have for Trace One."

— Séverine Tourpin, CEO, Trace One

Our customers include Trace One is trusted by over 9,000 global brands

This includes world-leading brands in the food & beverage, cosmetics & personal care, and specialty chemical industries like Barilla, Suntory Global Spirits, Brown-Forman, Bacardi, Ferrero, McCormick, Lindt & Sprüngli, Ghirardelli, Innocent, Ahold Delhaize, Tesco, Carrefour, Monoprix, Campari, Moët Hennessy, UNFI, AAK, Naos, Glico, Europastry, Continental Mills, Sensient, Francap, and Franprix.

  • AB Mauri
  • Aryzta
  • Bauli
  • Biscuits Leclerc
  • Britannia Industries
  • Colussi Group
  • Dawn Foods
  • Eureden
  • Feihe
  • General Mills
  • ILLVA Saronno
  • Ingredion
  • Inner Mongolia Yili
  • OSI Group
  • Pastificio Garofalo
  • Tata Consumer
  • MAPEI
  • Ferrero
  • Brown-Forman
  • McCormick
  • Ghirardelli
  • Lindt & Sprüngli
  • Bacardi
  • Ahold Delhaize USA
  • Europastry
  • Carrefour
  • Glico
  • Moet Hennessy
  • UNFI
  • Monoprix
  • Francap
  • Franprix
  • Tesco
  • AAK
  • ElectroDepot
  • Campari
  • NAOS
  • Post Consumer Brands

See how Trace One supports product development and compliance for process manufacturers

 

About Trace One

Trace One is a global provider of AI-native Product Lifecycle Management (PLM) and regulatory compliance software for the food & beverage, cosmetics & personal care, and specialty chemical industries.

With more than 30 years of industry expertise, the company helps over 9,000 brands worldwide develop, launch, and manage remarkable products faster. Purpose-built for formula-based product development, its platform connects the entire product lifecycle from ideation to launch, with integrated regulatory intelligence spanning 170+ countries.