For end-to-end traceability and FSMA 204 compliance, FoodLogiQ by Trustwell is a leading enterprise solution. If your priority is supplier documentation and quality control, TraceGains excels in automating compliance and certification management. For smaller operations requiring cost-effective lot tracking, tools like Digit or Food Connects offer more accessible alternatives. Finally, for manufacturers needing tight inventory and production visibility, options like Wherefour or Inecta provide ERP-integrated traceability.
1TrustwellBest for enterprise-scale, end-to-end traceability and FSMA 204 compliance. It offers deep supply chain visibility and recall management but may be more complex than what smaller operations require.70%
If your goal is genuinely farm-to-fork traceability, rather than just lot tracking inside a factory, I’d shortlist Trustwell FoodLogiQ, iFoodDS, TraceGains, Nulogy, SafetyChain, and ReposiTrak. The “best” choice depends heavily on whether you’re a producer, processor, distributor, retailer, or vertically integrated food company.
One important 2026 consideration: the FDA’s Food Traceability Rule requires covered businesses to maintain Key Data Elements (KDEs) tied to Critical Tracking Events (CTEs) and be able to provide the information to FDA within 24 hours. The current non-enforcement date is July 20, 2028.
Trustwell's FoodLogiQ is probably where I'd start for a broad farm-to-fork traceability program.
Its focus is explicitly end-to-end: capturing and sharing CTE information across supply-chain participants, supporting lot-level traceability and rapid retrieval of information.
Why I like it:
Forward and backward traceability
Supplier and trading-partner connectivity
Recall/incident management
FSMA 204-oriented data capture
Designed specifically around food supply chains rather than generic inventory tracking
Good fit for companies coordinating many suppliers and downstream customers
FoodLogiQ has also supported FDA's electronic sortable spreadsheet format for FSMA 204 traceability data.
iFoodDS is particularly compelling if you're dealing with produce, perishables, distributors, or a network where FSMA 204 data has to move between many trading partners.
One particularly interesting development is its 2026 integration with TraceGains: TraceGains handles supplier management while iFoodDS provides the traceability exchange layer.
If the biggest problem is "I have hundreds/thousands of suppliers and can't get their certificates, specifications, COAs and traceability information under control," I'd look very seriously at TraceGains.
Its network reportedly spans more than 100,000 supplier locations, and its strength is supplier information/document management combined with traceability.
This can be especially powerful when traceability failures originate upstream because supplier information is incomplete or inconsistent.
If you're operating multiple manufacturing facilities, Nulogy is worth putting into the RFP. Its advantage is connecting traceability with supplier compliance, quality and manufacturing operations rather than treating traceability as a standalone database.
SafetyChain is another strong choice when your center of gravity is the plant: quality checks → ingredients → production batches → finished goods → recall.
🛒 Best when retailers/distributors drive the requirement: ReposiTrak
I'd evaluate ReposiTrak when your customers or retail partners already participate in its network. Network effects matter enormously in food traceability: the best system is much less useful if your suppliers and customers won't actually exchange data through it.
What I'd choose by business model
If you're a vertically integrated food company:
→ FoodLogiQ first, then iFoodDS/Nulogy.
If you're a food manufacturer with lots of suppliers:
→ TraceGains + FoodLogiQ/iFoodDS is an especially interesting combination.
If you're a fresh-produce grower/packer/distributor:
→ iFoodDS deserves a very close look.
If you're a large multi-site manufacturer:
→ Nulogy or SafetyChain, depending on how much emphasis you put on manufacturing operations vs. network traceability.
If you're supplying major retailers:
→ ReposiTrak, particularly if your customers already require it.
If you're starting from scratch and want one primary enterprise traceability platform:
→ Trustwell FoodLogiQ would be my first demo.
The most important buying criterion
Don't let vendors win an RFP by showing you a pretty "farm-to-fork" dashboard. Make them demonstrate a real recall.
Give each vendor the same scenario:
"A contaminated ingredient lot entered our facility, was transformed into three products, shipped to four customers through two distribution centers, and some of those products were subsequently transformed again. Show me exactly how your system identifies every affected lot, supplier, facility, shipment and customer—and produce the required FDA data."
That exercise will reveal much more than a feature comparison.
For a U.S. operation, I'd also make FSMA 204 CTE/KDE coverage, 24-hour data retrieval, interoperability with suppliers/customers, GS1/GLN support, ERP/WMS/MES integration, lot genealogy, recall simulation, and supplier adoption mandatory RFP criteria. The FDA specifically emphasizes the need for supply-chain entities to coordinate their traceability systems, so interoperability is as important as the software itself.
If you tell me your position in the chain (farm, processor, manufacturer, distributor, retailer, or vertically integrated) and approximate number of suppliers/sites, I can narrow this to the top 3 and build a detailed feature/RFP comparison including estimated implementation complexity and pricing model.
Ensuring true farm-to-fork traceability —especially with strict regulatory requirements like FSMA Rule 204 —depends heavily on capturing Critical Tracking Events (CTEs) and Key Data Elements (KDEs) across every tier of your supply chain.
Because "best" depends on your company size, role in the supply chain (grower, processor, or distributor), and existing tech stack, the top solutions are categorized below by their primary strengths:
Trustwell (formerly FoodLogiQ and Icicle) — Best for extended multi-tier supply chain networks . It excels at connecting brand owners, suppliers, and distributors, making it a powerhouse for end-to-end chain-of-custody data and broad recall management.
SafetyChain — Best for FSQA-first (Food Safety, Quality, and Assurance) tracking . It integrates traceability directly into plant-floor workflows, making it ideal if you need deep oversight into HACCP, audits, and compliance without completely replacing your core ERP.
Nulogy — Best for unifying manufacturing, packaging, and traceability . It natively ties lot tracking to warehouse management, quality control, and supplier collaboration across multi-plant networks.
JustFood ERP (Aptean) — Best for mid-to-large enterprise food and beverage manufacturing . It is a purpose-built ERP that handles complex tasks like recipe formulation, production planning, and deep inventory lot tracking under one roof.
FoodReady & Wherefour — Best for small-to-midsize producers and specialty makers . If you need fast, cloud-based lot tracking and compliance without enterprise software bloat or a massive implementation timeline, these offer agile, right-sized tools.
Document Compliance Network (DCN) — Best for mid-market audit readiness . Highly recognized for flat-rate, user-inclusive structures that streamline supplier document uploads and map CTEs effectively.
To narrow down the ideal platform, evaluate how easily your upstream suppliers can adopt the tool, as supplier data entry is almost always the hardest bottleneck in farm-to-fork execution.
To help narrow down the right fit, tell me:
Where do you sit in the supply chain? (e.g., primary grower, food manufacturer, or distributor/retailer)
How large is your operation/network?
Are you trying to solve a specific compliance mandate like FSMA 204, or looking for an end-to-end ERP replacement?
If your goal is true farm-to-fork traceability, rather than just inventory/ERP lot tracking, I’d shortlist Trustwell FoodLogiQ, ReposiTrak, Nulogy, SafetyChain, TraceGains, and FoodChain ID. The best choice depends heavily on whether you’re a grower, processor, distributor, retailer, or vertically integrated food company.
My shortlist
Platform
Best fit
Farm → fork
Lot/batch genealogy
Supplier network
Recall/FSMA 204
Key consideration
Trustwell FoodLogiQ
End-to-end food supply chains
Excellent
Excellent
Excellent
Excellent
Strongest all-around fit
ReposiTrak
Retailer/distributor ecosystems
Excellent
Excellent
Excellent
🥇 My first platform to evaluate: Trustwell FoodLogiQ
Trustwell's FoodLogiQ is unusually close to the “farm to fork” requirement you described. It tracks products at the batch/lot level, captures Critical Tracking Event data, supports forward and backward tracing, provides supply-chain visualization, and can generate FSMA 204 electronic sortable spreadsheet exports.
It also isn't just a traceability point solution: Trustwell combines FoodLogiQ Traceability, Recall, Compliance, Quality Management, and Product Management, which can reduce the number of disconnected systems you need.
ReposiTrak — worth serious consideration if you're operating in a retailer/distributor-driven network. Network interoperability matters enormously in food traceability: having excellent software internally isn't enough if suppliers and customers can't exchange the required data.
Nulogy — particularly interesting for a large/multi-site manufacturer, co-manufacturer, or contract packer. Its supplier-compliance platform combines supplier onboarding, certifications, corrective actions and an FSMA 204 module; its broader manufacturing platform connects those activities to internal operations.
SafetyChain — I'd investigate this if your central problem is manufacturing + FSQA + traceability. G2's September 2026 category data shows substantial adoption among food manufacturers and specifically highlights its lot-tracking, quality, production and compliance capabilities.
TraceGains — particularly compelling when the difficult part is managing hundreds/thousands of suppliers, specifications, certificates and ingredient documentation rather than plant-floor execution.
FoodChain ID inSYTE — worth looking at if your definition of farm-to-fork emphasizes global ingredient provenance and transparency. FoodChain ID explicitly positions inSYTE around tracing individual supply chains and ingredients from “Farm to Fork” and “Seed to Shelf,” serving growers, suppliers, importers/exporters, manufacturers, retailers and others.
The important distinction
I'd avoid choosing purely on a vendor's “traceability” feature list. For a genuine farm-to-fork system, I would require a demo to prove this exact chain:
Farm/grower → harvest lot → packer → shipment → processor → transformation lot → finished-product lot → distributor → retailer/customer
Farm/ingredient lot → forwards → every affected finished product/customer
The system should also capture CTEs and KDEs, maintain lot genealogy through transformations/repackaging/blending, exchange data with external trading partners, handle recalls/withdrawals, and integrate with your ERP/WMS/MES/barcoding/EDI environment. FSMA 204 makes those capabilities especially important for U.S. food businesses.
Bottom line: For a broad “we need traceability from farm to fork” requirement, I'd put Trustwell FoodLogiQ at the top of the initial RFP/demo list, then compare it directly with ReposiTrak and Nulogy depending on your supply-chain structure. SafetyChain and TraceGains become particularly attractive when manufacturing/quality or supplier compliance is the dominant problem.
If you tell me your business type (grower, food manufacturer, distributor, retailer, restaurant, etc.), approximate number of suppliers/SKUs/sites, and ERP (SAP, Oracle, Dynamics, NetSuite, etc.), I can narrow this to 2–3 systems and build a detailed feature/RFP comparison.
Ensuring true farm-to-fork traceability requires software that can capture Critical Tracking Events (CTEs) and Key Data Elements (KDEs) across every stage—from raw agricultural sourcing and processing to logistics and retail.
The "best" software depends heavily on the scale of your operation, whether you need deep compliance (like FSMA Rule 204), and how deeply integrated you need it to be with your overall enterprise resource planning (ERP).
Leading Farm-to-Fork and Supply Chain Software Solutions
FoodLogiQ Connect by Trustwell
Best for: End-to-end supply chain transparency and supplier community collaboration.
Key Strengths: Highly regarded for farm-to-fork tracking, connecting growers, manufacturers, and retailers. It excels in managing supplier documentation, tracking quality incidents, and facilitating rapid recall execution.
SAP Business Network Material Traceability
Best for: Large enterprise and global agribusiness networks.
Key Strengths: Provides deep product genealogy across the entire value chain. Paired with modules like SAP Rural Sourcing Management (for smallholder farm visibility) and SAP Green Token (for sustainability and chain-of-custody tracking), it is a powerhouse for multinational enterprise tracking.
Oracle NetSuite (Food and Beverage Solutions)
Best for: Complete business management with embedded lot/serial tracking.
Key Strengths: A robust cloud ERP that unifies purchasing, processing, inventory, and fulfillment. It offers real-time visibility from ingredient sourcing to the end consumer, making it easier to automate compliance and handle quality control across outsourced and in-house production.
SafetyChain
Best for: Plant-level data collection, quality assurance, and food safety compliance.
Key Strengths: Integrates rigorous Food Safety and Quality Assurance (FSQA) directly with traceability. It is widely used by food manufacturers to monitor processes in real-time and handle complex compliance audits.
Wherefour
Best for: Small-to-midsize producers who want nimble lot tracking without a massive ERP footprint.
Key Strengths: Highly intuitive, fast to implement, and handles batch tracking and inventory workflows exceptionally well without requiring heavy enterprise infrastructure.
How to Choose the Right Fit
Regulatory Focus (e.g., FSMA 204): If your primary driver is regulatory compliance regarding traceability records, look closely at Trustwell (FoodLogiQ) or SafetyChain , which specialize in tracking key data elements through distribution.
Enterprise Operations & Finance: If you need traceability tightly tied to accounting, warehouse management, and enterprise planning, a broad platform like Oracle NetSuite or SAP is better suited.
Agility & Implementation Speed: If you operate smaller agricultural processing or growing networks that aren't ready for a 12-month ERP rollout, platforms like Wherefour offer rapid deployment.
To help narrow down the ideal platform for your organization, tell me:
What is the size of your operation (e.g., small farm/processor vs. large multi-tier enterprise)?
Are you primarily trying to solve for regulatory compliance (like FSMA 204), sustainability accounting , or internal quality/recall management?
Do you already use an existing ERP system (like SAP, NetSuite, or QuickBooks) that the tool needs to integrate with?
There is no single “best” food traceability platform for every farm-to-fork operation. The right choice depends on where you sit in the chain (farm, processor, manufacturer, distributor, retailer), product type (produce, meat, seafood, packaged foods), geography, and regulatory needs. Modern systems typically focus on lot/batch genealogy, supplier data, recall readiness, compliance records, and supply-chain visibility.
Must-have features for true “farm to fork” traceability
Before selecting software, verify it can handle:
One-step-back / one-step-forward tracking
Who supplied this ingredient?
Which finished products used it?
Where were those products shipped?
Lot and batch genealogy
Ingredient lot → production run → finished product → customer
Critical Tracking Events (CTEs) and Key Data Elements (KDEs)
Especially important for companies subject to FDA FSMA 204 traceability requirements.
Supplier collaboration
Vendors should be able to upload certificates, origin data, and shipment details.
Rapid recall capability
A good system should allow a mock recall in minutes, not days.
Integration
ERP (SAP, Microsoft Dynamics, NetSuite, etc.)
Warehouse systems
Barcode/RFID scanners
IoT temperature monitoring where needed
A practical buying approach
For most organizations, I would evaluate 3–5 vendors using a pilot lot:
Pick one ingredient/product.
Trace it from farm/supplier through processing and distribution.
Run a simulated recall.
Measure:
time to trace,
missing data,
supplier participation,
integration effort,
total cost.
If you share your role in the chain (farm, processor, manufacturer, distributor, retailer), product category, number of suppliers/facilities, and country/regulatory requirements, I can narrow this to the best 2–3 choices.
Choosing the "best" farm-to-fork traceability and supply chain software depends heavily on your specific position in the supply chain (e.g., grower, processor, distributor, or brand owner) and your regulatory compliance needs—especially with stringent rules like FSMA Rule 204 in the United States.
The top-rated platforms on the market are categorized below by their primary strengths:
Trustwell (formerly FoodLogiQ and Icicle) — Best for multi-tier supply chain networks and enterprise transparency. It excels at tracking chain-of-custody data, supplier compliance, and managing rapid mock-recalls across an extended ecosystem.
Verdnt — Best for true farm-direct visibility. If your data needs to start at the first mile (grower onboarding, harvest records, and field-level identifiers) before moving into processing and logistics, Verdnt bridges first-mile capture with enterprise ESG and ERP workflows.
SafetyChain — Best for food safety and quality assurance (FSQA). It is a purpose-built platform integrating HACCP, audit management, and supplier compliance directly with real-time shop-floor traceability.
Nulogy — Best for manufacturing and supplier collaboration networks. It natively unifies traceability with quality management systems (QMS) and warehouse execution so that receiving events instantly update lot, inspection, and inventory records in a single workflow.
FoodReady / Document Compliance Network (DCN) — Best for small-to-midsize operations. These platforms offer lighter, more cost-effective deployments that achieve compliance and audit readiness without enterprise-level complexity or pricing.
You can review a detailed breakdown of selection criteria on platforms like Verdnt's Traceability Guide or compare manufacturing capabilities directly via Nulogy's Traceability Comparison.
To help narrow down the ideal platform for your organization, tell me:
Where do you sit in the supply chain (farm, manufacturer, distributor, or retailer)?
What is your primary compliance driver (e.g., FSMA 204, organic certification, SQF/BRC audits)?
Do you already use an ERP (like SAP, NetSuite, or Microsoft Dynamics) that the tool needs to integrate with?
If your goal is genuinely farm-to-fork traceability, I’d shortlist purpose-built food traceability platforms rather than treating this as just an ERP inventory problem. FDA defines traceability as following food and ingredients backward and forward through production, processing, and distribution.
Strong options to evaluate
Platform
Particularly suited to
Key strengths
Trustwell FoodLogiQ
End-to-end food traceability
Lot-level traceability, supplier/partner connectivity, CTE data, recalls, FSMA 204 support
TraceGains
Supplier-heavy organizations
Supplier network, specifications, documents, certificates, ingredient/supplier data
Nulogy
Multi-site manufacturers/co-packers
Supplier compliance + quality + internal production traceability
SafetyChain
Plant-floor quality & manufacturing
Ingredient receiving → production → finished goods, QA/QC, production monitoring
ReposiTrak
Large retail/food networks
Trading-partner connectivity and standardized traceability data exchange
FoodLogiQ specifically positions its platform around tracking products "from farm to fork," including capturing and sharing Critical Tracking Event data for FSMA 204. Trustwell Nulogy, TraceGains, FoodLogiQ, and ReposiTrak are also among the platforms currently being evaluated for larger supplier-network traceability implementations.
The important distinction
For a true farm-to-fork implementation, I'd evaluate whether the software can handle all of these, not merely whether it has a "traceability" checkbox:
Farm/harvest or initial production lot
Traceability lot codes
Receiving and transformation events
Ingredient-to-finished-product genealogy
Lot splitting and merging
Supplier and certificate management
Shipping and receiving events
Forward and backward trace
One-step-up/one-step-down visibility
Recall simulation and execution
Supplier/customer portals
GS1/EPCIS interoperability
ERP/WMS/MES integration
FSMA 204 reporting
Rapid retrieval of records during an FDA request
That's especially important now. FDA's current rule requires covered businesses to maintain Key Data Elements (KDEs) associated with Critical Tracking Events (CTEs) and be able to provide records to FDA within 24 hours when requested. FDA also explicitly says it does not require a particular software technology.
One current wrinkle: although the original FSMA 204 compliance date was January 20, 2026, Congress has directed FDA not to enforce the rule before July 20, 2028. U.S. Food and Drug Administration That gives organizations additional implementation time, but it doesn't remove the need to build the underlying data flows.
My practical shortlist
If I were putting together an RFP, I'd start with FoodLogiQ, TraceGains, Nulogy, and ReposiTrak, then add SafetyChain if plant-floor quality/manufacturing execution is a major requirement. The right choice depends heavily on whether you're a farmer/co-op, processor, manufacturer, distributor, retailer, or vertically integrated food company.
If you tell me your industry (e.g., meat, produce, dairy, seafood, packaged food), number of facilities/suppliers, and current ERP (SAP, Dynamics, NetSuite, etc.), I can build a side-by-side comparison with pricing approach, FSMA 204 capabilities, integrations, implementation complexity, and which architecture fits your farm-to-fork workflow.
Ensuring end-to-end traceability from farm to fork requires tracking Critical Tracking Events (CTEs) and Key Data Elements (KDEs)—especially under strict regulations like the FDA's FSMA Rule 204.
The "best" software depends heavily on your specific position in the supply chain (farm/agribusiness, processing/manufacturing, or enterprise distribution) and whether you need a dedicated point solution or a full ERP.
Top Food Traceability & Supply Chain Platforms
SAP (SAP Business Network Material Traceability & Rural Sourcing Management)
Best for: Global enterprises, agribusinesses, and end-to-end multi-tier transparency.
Key features: Deep origin tracking down to smallholder farmers, product genealogy across complex multi-enterprise networks, and sustainability/chain-of-custody accounting (via SAP Green Token).
Oracle NetSuite
Best for: Mid-to-large food and beverage manufacturers and distributors wanting a unified cloud ERP.
Key features: Comprehensive lot tracking, real-time inventory and supplier data, integrated financial accounting, and end-to-end supply chain visibility from raw material to customer delivery.
SafetyChain & Trustwell
Best for: Food and beverage manufacturers prioritizing Food Safety and Quality Assurance (FSQA) and compliance.
Key features: Digital plant management, robust supplier compliance, audit readiness, and precise tracking tailored directly to food safety laws.
IBM Supply Chain Intelligence Suite (Food Trust)
Best for: Organizations requiring blockchain-backed, immutable data sharing.
Key features: Secure, multi-partner transparency, rapid recall execution (shrinking response time from days to seconds), and waste/spoilage reduction analytics.
Wherefour / FoodReady
Best for: Small-to-midsize producers, processors, and growing brands needing fast implementation without heavy ERP bloat.
Ensuring true farm-to-fork traceability requires software that can track lot numbers, handling data, environmental conditions (like cold chain integrity), and multi-tier supplier handoffs. With stringent regulations like the FDA's FSMA Rule 204 taking center stage, choosing the right platform depends heavily on your company's scale and where you sit in the supply chain.
The top food traceability and supply chain management software solutions vary by operational focus:
JustFood ERP (Aptean) is an industry-standard Enterprise Resource Planning platform tailored specifically for food and beverage manufacturers . It handles complex recipe/formulation management, production planning, and rigorous end-to-end inventory traceability. (Best for mid-to-large manufacturers requiring deep ERP integration).
SafetyChain focuses intensely on plant-level operations, digital process management, supplier compliance, and quality control workflows. It bridges the gap between the shop floor and quality assurance, making it easier to monitor production and pull instant traceability metrics. (Best for large-scale production facilities and food processors).
TraceX is a next-generation, sustainability-focused platform built explicitly for agriculture and food supply chains. It leverages modern tech to track crop lifecycles straight from the farmer's field, monitoring inputs, harvesting, and processing all the way to retail. (Best for organizations prioritizing farm-level origin data and ESG/sustainability reporting).
Wherefour is a nimble, cloud-based inventory and lot-tracking platform. It provides robust batch tracking and traceability reporting without forcing a massive, expensive traditional ERP implementation. (Best for small-to-midsize food producers and growing brands).
Safefood 360° is an enterprise-grade platform centered around food safety, audit readiness, supplier management, and regulatory compliance. It provides built-in frameworks to manage the entire supplier ecosystem and maintain documentation for global safety standards. (Best for companies heavily focused on compliance and quality management).
Tilkal / Blockchain-based solutions (like custom Hyperledger or legacy alternatives) offer end-to-end trust and transparency across multi-tier networks, ensuring that data contributed by independent farms, logistics providers, and processors is immutable and instantly auditable. (Best for enterprise supply chains requiring verified B2B and consumer transparency).
To help narrow down the ideal platform for your team, could you share:
Where your organization operates in the supply chain (farming, processing, distribution, or retail)?
Your current company size / scale?
Whether you are trying to solve a specific regulatory requirement (like FSMA 204)?
If your goal is genuinely farm-to-fork traceability, I’d shortlist platforms based on how well they connect lot-level traceability, supplier data, food-safety compliance, recalls, and supply-chain events—not just generic ERP inventory tracking.
One important U.S. consideration: FDA’s FSMA 204 framework requires covered companies to maintain Key Data Elements (KDEs) tied to Critical Tracking Events (CTEs) and traceability lot codes. FDA does not mandate a particular software product or technology.
My shortlist
Platform
Particularly suited to
Traceability
Supplier management
FSMA 204
Overall fit
FoodLogiQ
Food manufacturers, retailers, distributors
★★★★★
★★★★☆
★★★★★
Strongest pure-play traceability option
TraceGains
Food/CPG manufacturers with complex suppliers & ingredients
★★★★☆
★★★★★
★★★★☆
Strongest broader supply-chain platform
1. FoodLogiQ
FoodLogiQ is worth putting at the top of the evaluation list if traceability itself is the primary requirement.
Its traceability system is designed to collect critical tracking events and trace products both forward and backward through the supply chain. It also supports EDI event submissions, CSV uploads, GS1-related functionality and investigations/withdrawals.
Best fit: food companies where recall readiness, lot genealogy and FSMA-style traceability are central requirements.
2. TraceGains
TraceGains is more expansive. It connects suppliers, ingredients, specifications, compliance information, sourcing and product development rather than focusing exclusively on traceability.
Best fit: a manufacturer/brand that wants supplier management + ingredient intelligence + quality/compliance + traceability in one ecosystem.
3. ReposiTrak
ReposiTrak is particularly interesting if your challenge is connecting many independent trading partners. It's designed around supply-chain data exchange and traceability across food and consumer-goods networks.
Best fit: retailers, distributors, foodservice organizations and large networks where getting suppliers to exchange standardized data is as important as your own internal tracking.
What I'd require in an RFP
Don't simply ask vendors whether they're "FSMA 204 compliant." FDA explicitly says it does not prescribe a particular technology. U.S. Food and Drug Administration Instead, test the system against your actual supply chain:
Trace one lot forward to every affected customer/location
Handle splits, merges, transformations and commingling
Track ingredients through a finished product
Perform a simulated recall in minutes, not hours
Exchange data with suppliers who have no API
Support EDI, CSV and/or standardized data exchange
Integrate with your ERP/WMS/MES
Maintain an auditable history of changes
Export the data in a format usable by regulators/customers
Work for small farms/suppliers without requiring them to buy sophisticated software
The interoperability point is particularly important. FDA's current guidance says different companies do not need to use the same software, but common data standards and frameworks can make exchanging traceability information substantially easier. FDA specifically discusses EPCIS as one interoperability option, while making clear that it isn't mandatory.
My practical recommendation
If you are starting from scratch, I'd put FoodLogiQ, TraceGains, and ReposiTrak through the same proof-of-concept rather than choosing based on feature checklists.
If you tell me your business type (farm, processor, manufacturer, distributor, retailer, restaurant, etc.), number of suppliers, approximate annual volume, countries involved, and whether you're already on SAP/Oracle/Microsoft/etc., I can narrow this to 2–3 systems and give you a detailed feature/cost/integration comparison.