How to Deploy and Operate Robo Claw in Production at Large Warehouses and Distribution Centers
Once a workflow has cleared your pilot criteria, this guide covers what's needed to bring it into production: authentication, least-privilege access, secret management, WMS integration, logging, monitoring, alerting, incident response, and multi-shift operations.
Production operation assumes that, beyond the normal and exception-path behavior validated during the pilot, you have monitoring, alerting, and incident-response coverage that holds up across multiple shifts. Documenting stop conditions and the manual-fallback procedure in advance is what determines how quickly your team responds when something goes wrong. Direct control of material-handling equipment is out of scope — keep the use case limited to alert triage and notification.
Who This Is For
Who This Is For
For IT departments, WMS owners, and warehouse operations leads taking a workflow that has cleared pilot validation into production.
What You'll Decide
What You'll Decide in This Step
In Deploy & Operate, you finalize authentication, permissions, and the monitoring setup for the production environment, and decide on stop conditions and recovery procedures for incidents, along with an operating approach that holds up across multiple shifts.
Industry Challenges
Challenges Specific to Large Warehouses and Distribution Centers
Supporting 24-hour, multi-shift operation
Because warehouse operations run across multiple shifts, monitoring and alerting have to be covered continuously too.
Incident response spanning multiple warehouses
When each site has a different WMS configuration, isolating the cause of an incident takes time.
Keeping up with changes on the WMS and ERP side
When WMS or ERP specifications change, the integration points need change management.
Switching to manual operation during an incident
You need a switchover procedure that lets the floor keep operating manually when a system fails.
Method
Implementation Steps
1. Prepare the runtime environment
Set up the production environment (cloud or similar) and check how it differs from the Pilot environment.
2. Finalize authentication and least privilege
Finalize the authentication method for production users and Agents, along with least-privilege access by site and by process.
3. Set up secret management
Put in place a way to securely manage and rotate confidential information such as WMS and ERP API keys and tokens.
4. Establish logging and audit coverage
Settle where operation logs are stored, how long they're retained, and how they're accessed during an audit.
5. Configure monitoring and alerting
Monitor Agent uptime, execution failures, abnormal counts of inventory discrepancies, and similar signals, and configure alerts.
6. Define stop conditions and incident response
Define the conditions for automatic shutdown when an anomaly is detected, the notification and recovery flow for incidents, and the procedure for switching to manual operation.
7. Set up change management
Establish a process for checking the scope of impact whenever WMS or ERP specifications change, or a Skill or Tool is updated.
8. Monitor cost and hold regular reviews
Make usage costs visible and set up a routine for reviewing how operations are going.
Data & Systems
Data and Systems Used
Human-in-the-loop
Where Human Approval Is Required
- Final approval on whether to move to the production environment
- Approval for issuing and rotating secrets and credentials
- Approval for Skill and Tool updates prompted by WMS or ERP specification changes
- Approval to execute the recovery procedure during an incident
Measurement
KPI
Uptime
Uptime of Agents and Skills running in production
Detection-to-recovery time
Time taken from detecting an anomaly to recovery
Alert response time
Time from an alert firing to the first response
Pitfalls
Common Pitfalls
Leaving monitoring until after go-live
Going live without deciding on the post-cutover monitoring setup delays the discovery of incidents.
Not preparing a switchover to manual operation
Without a switchover procedure the floor can follow when a system fails, there's a risk that operations stop entirely.
Trying to control material-handling equipment directly
Don't assume direct equipment control is possible before it has been confirmed — keep the use case limited to alert triage and notification.
Checklist
Production Readiness Checklist
- Authentication and least-privilege access for the production environment are finalized
- Procedures for secret management and rotation are decided
- Where operation logs are stored and how long they're retained are decided
- Monitoring and alert targets and notification recipients are configured
- Stop conditions for anomalies and recovery procedures are documented
- A procedure for switching to manual operation during an incident is in place
- A change management process is in place for WMS and ERP changes
- The operating setup can be sustained across multiple shifts
FAQ
Frequently Asked Questions
Who is responsible for monitoring in production?
Typically the IT department takes the lead, working with the warehouse operations department where the workflow calls for it. The specific division of responsibilities is designed case by case.
Can Robo Claw control material-handling equipment directly?
Robo Claw is intended to support alert triage, notification, and surfacing Runbooks; direct control of the equipment itself is not assumed. If you need integration with control systems, please check with us on a case-by-case basis.
Can the floor operate manually during an incident?
We recommend preparing a switchover procedure in advance so the floor can keep operating manually when a system fails. The specifics of that procedure are designed case by case.
Shall we organize the production configuration and operation together?
The production operation configuration, including authentication, WMS connection, monitoring, failure response, and multi-shift operation, can be concretized through consultations with the official LP.