By Kari Barnes, Regulatory Standards Manager at TraceGains
Kari Barnes is on a mission to shape global frameworks for the food, beverage, and dietary supplements industries. With nearly 20 years of dynamic leadership and expertise in regulatory compliance, food safety, and quality systems, Kari pairs technical precision with a people-first approach. Her background in molecular genetics and food microbiology, backed by a B.S. in Biological Sciences, fuels her innovative edge. Driven by a passion for sustainability, environmental protection, and social equity, Kari is dedicated to creating a healthier, more equitable world through smarter global standards.
The attention surrounding the 2026 Cyclospora outbreak reinforces a critical policy lesson: the next phase of food traceability cannot be judged solely by whether required records exist. It must be judged by whether trusted, interoperable information can move quickly enough to support public health decisions when evidence is incomplete, risks are evolving, and every hour matters.
Foodborne illness investigations begin with uncertainty. Public health officials know people are becoming ill, but they do not yet know where exposure occurred, which products are involved, how far contamination may have spread, or what action will best protect consumers. Epidemiological evidence, laboratory findings, patient interviews, and traceback records develop over time. Investigators must make consequential decisions before every fact is known. Modern traceability should make those decisions faster, more precise, and more defensible.
The Cyclospora investigation associated with shredded iceberg lettuce demonstrates the complexity of that challenge. Investigators refined their conclusions as epidemiological, laboratory, and traceback evidence evolved. One laboratory finding was later determined to be a false positive, changing an important element of the investigation without invalidating the broader work. That is not a failure of science. It is how complex investigations work. The policy question is whether our information infrastructure can keep pace.
Digital food traceability must support real-time investigations
Today’s food supply chains are deeply interconnected. A single packaged product may move through growers, processors, logistics providers, distributors, retailers, restaurants, and foodservice operators before reaching the consumer. Each handoff creates another record and another potential break in the information chain.
The information may technically exist, yet remain functionally unavailable and scattered across paper files, spreadsheets, PDFs, emails, supplier portals, and disconnected enterprise systems. During an outbreak, investigators and industry teams are too often forced to reconstruct supply chain relationships and transactions under intense time pressure. That is why traceability policy should be measured by public health performance, not paperwork volume.
The objective is not simply to prove that a record was created. It is to connect the right information quickly enough to identify implicated products, distinguish them from unaffected inventory, rule out false leads, and adjust the response as evidence changes. Effective traceability does more than locate food. It identifies the correct food with greater confidence.
Food traceability is about more than compliance
The FDA Food Traceability Rule creates an important regulatory foundation through Critical Tracking Events, Key Data Elements, and record-production requirements. But compliance should be the beginning of modernization, not its endpoint.
A record stored in a disconnected system may satisfy a requirement while doing little to accelerate an investigation. Digitized, searchable, and interoperable information can be validated, connected to other evidence, and shared with authorized partners when rapid action is required. Compliance establishes the baseline. Digitization determines performance when that baseline is tested.
The next phase of policy should prioritize visibility across ingredients, products, facilities, and trading partners; connectivity across organizations and systems; confidence that information is accurate, accessible, and governed; and response readiness that enables regulators and industry to narrow product scope, revise conclusions, and protect consumers without creating unnecessary recalls, waste, and disruption.
Implementation will not be uniform. Smaller suppliers may still rely on paper records or spreadsheets, while others face cost, staffing, standardization, and legal barriers to sharing data. Policy should recognize these realities, but it should not use them to preserve fragmentation. Government and industry should accelerate interoperable standards, create scalable pathways to digitization, and evaluate traceability readiness through outcomes: shorter investigations, narrower recalls, faster information exchange, less food waste, and more reliable public communication.
Connected supply chain data improves public health outcomes
TraceGains helps enable this future by connecting manufacturers, ingredient suppliers, retailers, foodservice organizations, and trading partners through a shared digital information network. The strongest outbreak response does not begin by searching for fragmented records after a crisis starts. It begins with information that is already connected, governed, and ready to use.
The next outbreak will involve a different commodity, pathogen, and supply chain. What should remain constant is the ability to reduce uncertainty quickly, adapt as evidence changes, and act with greater precision.
The future of food traceability is not more documentation. It is the digitization of the food supply chain so trusted information can move as quickly as the products it represents. Compliance is the baseline to ensuring a public health performance standard.
