Ingredient evidence is disconnected
Supplier lots, documents, receipts and hold/release status cannot be reviewed from one operating record.
Pet food, treats + supplements
Trace pet consumables from supplier lot to subscriber and retailer.
DataShip connects Fishbowl with approved ingredient, label, lot, expiration, subscription, Chewy, marketplace, retailer and fulfillment data for consumable pet products.
Link every supplier lot, finished batch, label version and shipment in one traceable flow.
Request a Pet Food, Treats & Supplements 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.
Label versions outlive products
Finished inventory and channel listings do not reliably show the effective version.
Subscriptions ignore eligible supply
Recurring orders allocate stock that is short-dated, held or not yet received.
Variety packs hide constraints
One missing component quietly reduces pack availability across multiple offers.
Channel programs diverge
Chewy, Amazon, retail, wholesale and DTC follow different item, allocation, shipment and reconciliation rules.
Recall searches take too long
Teams cannot rapidly connect inputs, finished lots, inventory, orders and shipments.
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 MODELPET CONSUMABLE FLOW
FISHBOWL / ERPINVENTORY · PURCHASING · MANUFACTURING · WAREHOUSE
01ChewyRetail + dropship demandDATASHIP-DESIGNED PATH
02ShopifyDTC + subscriptionsDOCUMENTED / PARTNER PATH
03AmazonMarketplace demandDOCUMENTED / PARTNER PATH
04SPS CommerceRetailer EDIDOCUMENTED / PARTNER PATH
053PL + ShipStationFulfillment + shippingDOCUMENTED / PARTNER PATH
06TraceGainsIngredients + specificationsDATASHIP-DESIGNED PATH
Documented or platform-supported path Designed after discovery and interface validation
Signature category workflow
Link every supplier lot, finished batch, label version and shipment in one traceable flow.
A category-specific trace from source event to customer outcome. Every stage carries an owner, a data handoff and a control point.
01
SOURCESupplier ingredient lot
Supplier, ingredient, lot, document, receipt and status identity enter the flow.
02
PRODUCEFinished batch
Consumption, yield, internal lot, expiration and hold/release status are captured in Fishbowl.
03
LABELApproved label version
Finished SKU and market-facing data reference the effective approved version.
04
ALLOCATEChannel allocation
Subscription, Chewy, retail and marketplace demand draw from eligible inventory using pack and expiry rules.
05
TRACE3PL, ASN + reconciliation
Order, lot, carton, shipment, invoice and customer evidence remain searchable and exceptions stay owned.
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 + supplier documentsTraceGains / approved product system
Provides approved item, supplier and specification values needed for operations.
Inventory + productionFishbowl
Owns purchasing, quantities, BOMs, work orders, lots and warehouse execution.
DTC + marketplace ordersShopify / Amazon
Originates demand and receives availability and fulfillment status.
Chewy + retail documentsChewy / retailer / SPS Commerce
Owns partner requirements; the designed flow validates orders, item references, acknowledgments, shipments, invoices and inventory updates after discovery.
Financial postingQuickBooks
Owns accounting, close 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
Ingredient lot identity
Preserve supplier lot, receipt and finished-batch relationships.
Quality defines policyHold + release status
Prevent ineligible inputs, batches or returns from entering available inventory.
Authorized quality decisionGuaranteed-analysis data
Reference the approved product record without making Fishbowl the authority.
Product authorityExpiration + FEFO
Prevent short-dated or ineligible lots from silent allocation.
Operations policyLabel version
Link finished SKU, lot and channel listing to the effective label.
Authorized approvalChannel transaction control
Match order, acknowledgment, shipment, ASN, invoice and inventory update; assign shortages and rejections.
Channel operationsRecall trace
Correlate inputs, batches, locations, orders and shipments.
Recall authorityBuyer 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.
Pet food brandsTreat manufacturersPet supplement brandsSubscription businessesChewy + marketplace operatorsLot- and expiry-controlled inventory
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 + recall agent
Assembles trace evidence and flags missing links for authorized review.
HUMAN-GOVERNED WORKFLOWIngredient document agent
Finds missing or expiring supplier evidence.
HUMAN-GOVERNED WORKFLOWExpiry allocation agent
Flags short-dated inventory and risky allocations.
HUMAN-GOVERNED WORKFLOWSubscription risk agent
Detects recurring demand that will exceed eligible supply.
HUMAN-GOVERNED WORKFLOWVariety-pack agent
Calculates true pack availability from component inventory.
HUMAN-GOVERNED WORKFLOWCross-channel inventory agent
Explains Fishbowl, Shopify, Chewy, Amazon, retailer and 3PL differences.
HUMAN-GOVERNED WORKFLOWInteractive category model. Inspect eligible supply, finished-lot genealogy, channel allocation, 3PL evidence and transaction reconciliation using sample data.
Open the pet channel-control 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 Fishbowl-centered integration, operational identifiers, traceability evidence and exception monitoring. Chewy and TraceGains are presented as discovery-dependent integration environments, not claimed universal native Fishbowl connectors or regulatory services.
- Architecture and data ownership
- Integration, validation and monitoring
- Testing, documentation and support
Controlled business decisions
- Formula and guaranteed-analysis approval
- Pet-food label content and claims
- State registration and market eligibility
- Quality release and product disposition
- Recall decisions and notifications
Reference engagement
Lot, label + subscription 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
- Ingredient-to-finished-lot map
- Label-version ownership model
- Expiration allocation rules
- Subscription availability logic
- Sample backward/forward trace test
After implementation
Stay with the operation after go-live.
For pet food, treats & supplements 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 DataShip connect Fishbowl with Chewy workflows?+
Yes, after discovery confirms the client's Chewy program, service requirements and available interfaces. DataShip can design the item, order, acknowledgment, shipment, invoice and inventory handoffs without claiming that one universal native connector fits every program.
How does the approach change for food, supplements and non-consumables?+
Pet food and treats emphasize ingredient, preventive-control, lot, release, expiry and recall workflows. Pet supplements add specification, formula, COA and claims-data dependencies. Non-consumables emphasize variants, packs, replenishment and returns.
Can DataShip stay involved after integration?+
Yes. Ongoing support can monitor channel documents, shortages, inventory differences, 3PL status, forecast and replenishment exceptions, reporting and the improvement backlog.
Can the system support a recall?+
The architecture can improve genealogy and assemble trace evidence, but recall decisions, market actions and regulatory responsibilities remain with authorized personnel.
OPERATIONAL REFERENCESLast reviewed August 12, 2026
- FDA preventive controls for animal food ↗
- FDA: starting an animal food business ↗
- AAFCO labeling requirements ↗
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 ↗