Louisville Integration Customer Story | Cartesian Kinetics
Louisville integration customer story

One-hour WMS integration. Validated before go-live.

How Cartesian Kinetics and Snap turned one of warehouse automation’s highest-risk moments into a controlled transition at a Louisville 3PL operation.

Cartesian KineticsSnapLouisville, Kentucky
1-hour cutoverLegacy environment to active fulfillment
Four standard APIsFewer touchpoints and lower complexity
Digital-twin validatedInterfaces exercised before site work
No integration surprisesReported during the production switchover
The customer reality

Go-live puts the entire operation at risk at once.

For a 3PL, integration is not an IT milestone. It is the moment when customer SLAs, order accuracy, labor plans, throughput, and margin all depend on several systems working together in harmony.

The Louisville team did not need another complex technology project. It needed a reliable path from its WMS to physical execution—without turning the live operation into the test environment.

Traditional integrations often bind the WMS, automation controls, device logic, and customer-specific data together. A small change can create weeks of troubleshooting and uncertainty at the exact moment the operation needs confidence.

01
Order integrityPreserve every order, SKU, wave, status update, and exception.
02
Operational continuityMinimize the time the live facility is exposed to change.
03
Customer commitmentsProtect SLA performance and confidence through the transition.
04
Future adaptabilityAllow WMS and payload changes without rewriting core automation.
The customer promiseProtect the operation first. Validate the integration before it reaches the floor. Make go-live the confirmation—not the experiment.
How risk was removed

Align. Decouple. Validate.

Three deliberate moves converted a potentially fragile WMS integration into a repeatable deployment process.

STEP 01

Design around the operation

The customer, Snap, and Cartesian mapped live workflows, data ownership, sequence logic, exceptions, and acceptance criteria before implementation.

STEP 02

Separate the systems cleanly

A modular event-led layer translated WMS activity while shielding core orchestration from customer-specific formats and future changes.

STEP 03

Prove it before go-live

eCarte+ emulated physical execution so payloads, acknowledgments, complex order waves, and recovery logic could be verified off-site.

Integration architecture

Loose coupling. Tight accountability.

The components can evolve independently while the customer, WMS provider, and automation partner remain aligned around one operating result.

Snap WMSOrders · inventory · Status · Exceptions
Four APIs + event-led integrationSchema translation · Asynchronous messages · ACK handshakes
Cartesian executionOrchestration · Carte+ · Feedback
Why four standard APIs mattered
Consolidating transactions into four defined touchpoints reduced configuration burden, limited unnecessary device-level exposure, and made end-to-end behavior easier to test and repeat.
How asynchronous ACKs reduced risk
Dual-channel acknowledgments verified message completion without holding the broader workflow open, reducing the risk of database contention and communication lag.
How the architecture supports future WMS changes
Customer-specific payload translation sits outside the core automation logic. WMS versions and data formats can evolve without forcing changes throughout the execution stack.
eCarte+ digital twin

Move debugging out of the warehouse.

Representative operating data was carried from WMS events through virtual execution and back through acknowledgments before physical commissioning began.

01

Payload validation

Verify API payloads, SKU structures, required fields, and parsing behavior.

02

ACK verification

Confirm reliable message completion and sequence integrity.

03

Order stress testing

Run representative multi-item waves through virtual execution.

04

Exception recovery

Exercise recovery paths before they can affect live customer orders.

The Louisville result

Fast because the hard work happened earlier.

The one-hour switchover was not a shortcut. It was the result of disciplined workflow design, clean system boundaries, and validation before the customer’s live operation was exposed to change.

Before site work

Interfaces validated through eCarte+

Payloads, schemas, order profiles, acknowledgments, exception paths, and execution logic were exercised against the virtual workflow.

At cutover

A controlled transition into production

The pre-validated integration replaced weeks of on-site interface troubleshooting with a focused, one-hour production switchover.

After go-live

Immediate automated fulfillment

The operation transitioned into active execution with no integration-related issues reported during the switchover.

Results reflect the Louisville deployment as reported by the project team. Outcomes can vary by site readiness, interface scope, data quality, workflow complexity, and customer dependencies.

What it means for other 3PLs

Integration confidence becomes a business advantage.

A cleaner, pre-validated deployment model helps a 3PL respond to new customer opportunities without making every onboarding event a high-risk technology project.

01

Onboard customers faster

Shorten the path from signed opportunity to productive fulfillment.

02

Protect SLA performance

Reduce operational exposure during integration and changeover.

03

Adapt as profiles change

Decouple customer formats from the core automation environment.

04

Repeat across facilities

Reuse defined APIs and validation practices as the network grows.

Plan a lower-risk go-live

Validate your integration before the floor is at risk.

Bring your workflows, WMS questions, and order profile. Cartesian Kinetics can show how the deployment can be modeled before the operation is placed at risk.