Lot history lives in fragments
Receipts, production consumption and shipments cannot be traced from one dependable record.
Packaged food + beverage
Connect food and beverage operations—from ingredient lot to customer delivery.
DataShip makes Fishbowl the dependable operational core for ingredients, production, finished lots, retailer demand, DTC orders, outside fulfillment and traceability evidence.
Trace every finished lot back to its inputs—and forward to every shipment.
Request a Packaged Food & Beverage systems assessment ↗Growth pressure
What starts breaking as the operation scales.
These are not abstract transformation themes. They are the handoffs, controls and data conflicts that slow teams down and put customer service at risk.
FEFO is still manual
Teams rely on memory or spreadsheets to avoid shipping short-dated inventory.
Co-manufacturer visibility arrives late
Planned production, yields and finished-lot receipts are disconnected from actual demand.
Case packs drift by channel
Each retailer, distributor and DTC offer uses different units, identifiers or pack rules.
EDI failures surface downstream
Missing acknowledgments, ASNs and invoices are found after chargebacks or receiving issues.
Quality status is ambiguous
Operational users cannot tell what is on hold, released or waiting for authorized review.
Platform-fit architecture
One operational core. Clear responsibilities around it.
Every connection begins with a named system of record. Fishbowl is our deepest specialization, but DataShip can assess and work across other ERP, commerce, EDI, warehouse, finance and custom platforms when fit, access and scope are clear.
DATASHIP CONTROL LAYERVALIDATE · MONITOR · EXPLAIN · APPROVE · AUDIT
CATEGORY MODELLOT-CONTROLLED FLOW
FISHBOWL / ERPINVENTORY · PURCHASING · MANUFACTURING · WAREHOUSE
01ShopifyDTC + B2B commerceDOCUMENTED / PARTNER PATH
02SPS CommerceRetailer EDIDOCUMENTED / PARTNER PATH
03QuickBooksFinancial operationsDOCUMENTED / PARTNER PATH
043PL + ShipStationFulfillment + shippingDOCUMENTED / PARTNER PATH
05TraceGainsSuppliers + specificationsDATASHIP-DESIGNED PATH
06SafetyChainPlant quality + food safetyDATASHIP-DESIGNED PATH
Documented or platform-supported path Designed after discovery and interface validation
Signature category workflow
Trace every finished lot back to its inputs—and forward to every shipment.
A category-specific trace from source event to customer outcome. Every stage carries an owner, a data handoff and a control point.
01
RECEIVING + IDENTITYApproved ingredient lot
Supplier, item, lot, receipt and approved-status references enter the operating flow.
02
GENEALOGYProduction batch
Fishbowl records component consumption, yield, date and finished-lot creation.
03
STATUS CONTROLReleased finished lot
Authorized quality status is reflected before allocation can proceed.
04
ALLOCATIONFEFO allocation
Eligible inventory is selected by expiration, channel rules and customer requirements.
05
OUTBOUND TRACERetail or DTC shipment
Shipment, ASN, invoice and tracking retain the finished-lot and order relationship.
Source-of-truth design
No integration without ownership rules.
A reviewer or operator should be able to see which application owns each data domain and exactly what the operational core is expected to do.
Data domainPrimary ownerCore platform role
Ingredients + specificationsTraceGains / approved quality system
Consumes approved operational identifiers and BOM inputs; does not replace the controlled specification record.
Inventory + productionFishbowl
Owns purchasing, work orders, consumption, yields, lots and warehouse activity.
Retail orders + documentsRetailer / SPS Commerce
Receives normalized orders and returns acknowledgments, ASNs, invoices and availability.
Quality eventsSafetyChain or quality process
Fishbowl reflects approved status and holds; quality approval remains in the controlled workflow.
Financial postingQuickBooks
Receives controlled operational transactions for accounting and reconciliation.
Operational controls
The details that keep the workflow dependable.
Controls are designed into the handoff—not added after a customer, warehouse or trading partner reports a failure.
ControlSystem behaviorHuman decision
Lot genealogy
Require lot capture at receipt, consumption, finished production and shipment.
Quality defines trace policyExpiration + FEFO
Validate expiry dates and prevent ineligible short-dated allocation.
Operations approves exceptionsAllergen + formula revision
Publish only approved versions into operational BOMs.
Quality owns approvalCase-pack mapping
Cross-reference each, inner, case and retailer item identifiers.
Commercial owner confirmsQuality status
Separate quarantine, hold, released and rejected inventory behavior.
Authorized quality releaseRecall evidence
Correlate suppliers, inputs, batches, locations, orders and shipments.
Recall authority decidesBuyer fit
Built for the operation behind the category.
DataShip is a strong fit when the business has outgrown manual handoffs and needs a practical, dependable operational core—whether that is Fishbowl or another fit platform.
Packaged food manufacturersBeverage brandsCo-packer-dependent brandsRetail + DTC operatorsLot- and expiry-controlled inventoryMulti-warehouse fulfillment
Governed operational AI
Agents built around real exceptions.
We begin with read-only detection and recommendations. Approval-based action is introduced only after permissions, thresholds, testing and audit requirements are agreed.
Lot + expiry risk agent
Flags aging inventory, short-dated allocations and orders at risk before release.
HUMAN-GOVERNED WORKFLOWProduction shortage agent
Explains ingredient, packaging and capacity constraints against demand.
HUMAN-GOVERNED WORKFLOWEDI exception agent
Monitors 850, 855, 856, 810 and 846 activity for missing or rejected documents.
HUMAN-GOVERNED WORKFLOWSupplier evidence agent
Finds missing or expiring documents and routes them to the quality owner.
HUMAN-GOVERNED WORKFLOWRecall-readiness agent
Assembles lot genealogy and transaction evidence for authorized review.
HUMAN-GOVERNED WORKFLOWInventory reconciliation agent
Explains quantity differences across Fishbowl, channels and fulfillment partners.
HUMAN-GOVERNED WORKFLOWSample-data capability demonstration. Trace a finished lot backward to ingredients and forward to orders and shipments.
Open traceability demo →Capability boundary
Accountability without overclaiming.
DataShip connects the operational data and systems that support quality, traceability and compliance processes. Final quality and regulatory decisions remain with authorized personnel.
Systems and workflow delivery
DataShip owns the Fishbowl-centered architecture, operational data model, integrations, validation, monitoring and support agreed in scope. TraceGains and SafetyChain are integration environments unless separately contracted.
- Architecture and data ownership
- Integration, validation and monitoring
- Testing, documentation and support
Controlled business decisions
- Food-safety plan and regulatory interpretation
- Supplier and specification approval
- Allergen and formula authorization
- Lot release, hold and disposition
- Recall decisions and external notifications
Reference engagement
Lot traceability + FEFO control sprint
This is a representative scope—not a disguised client case study. Final timing follows discovery, data quality and partner availability.
REFERENCE SCOPE · 6–8 WEEKS
- Current-state lot and status map
- Fishbowl lot/expiry configuration review
- Source-of-truth and identifier matrix
- Sample backward/forward trace test
- Exception dashboard and cutover plan
After implementation
Stay with the operation after go-live.
For packaged food & beverage teams, the system launch is only the start. DataShip can continue improving planning, warehouse execution, reporting and daily control around the connected workflow.
Demand + replenishment
Refresh forecasts, review bias and exceptions, translate demand into purchasing, production and inventory actions.
Warehouse + 3PL control
Monitor inbound, inventory accuracy, fulfillment flow, service levels and unresolved warehouse variances.
Custom reports + data quality
Maintain the pipelines, business rules, dashboards and scheduled outputs your teams rely on.
Managed improvement
Own the issue queue, reconcile system truth, remove recurring busy work and maintain a prioritized roadmap.
Practical resources
Useful before the first call.
Downloadable operating tools built around the questions we ask during architecture and discovery.
Category questions
What buyers and reviewers should know.
Can Fishbowl support food lot traceability?+
Yes, when lot capture, production consumption, shipment records and surrounding quality responsibilities are designed as one controlled flow.
What is the FSMA 204 timing?+
FDA states that Congress directed it not to enforce the Food Traceability Rule before July 20, 2028. Applicability and compliance decisions remain with qualified client advisers.
Do you provide food-safety approval?+
No. DataShip designs systems and controlled data workflows. Regulatory interpretation, quality release and compliance approval remain with qualified client personnel.
OPERATIONAL REFERENCESLast reviewed August 12, 2026
References provide context for system design. DataShip does not provide legal or regulatory advice.
Your next move
Turn the operational problem
into a clear first move.
Bring us the broken workflow, unreliable forecast, warehouse constraint, reporting burden or difficult integration everyone has learned to work around. Your assessment is senior-led and ends with a practical recommendation, scope boundary and next-step decision.
Request a 30-minute assessment ↗