Secure OpenClaw for Amazon brands and enterprise governance

Make Amazon 1P ops boring again.

RetailClaw is secure OpenClaw for Amazon brands. It handles Vendor Central busywork and reconciliation so teams spend less time in spreadsheets and Slack.

No fake compliance badges. Instead: scoped access, audit logs, configurable retention, and approval gates for anything that writes back.


No blind spots in your retail operations.

The VC Fleet is an autonomous set of Amazon AI agents that monitors your 1P operation, quantifies impact, and escalates issues before they become write-offs.

FC bottlenecks, cleared autonomously

Unblocked ~1.3M units stuck across ~220 POs by detecting FC-level routing and receipt constraints early.

  • Always-on PO flow and queue anomaly detection
  • Automated root-cause clustering by FC and PO cohorts
  • Escalation packets generated for rapid resolution

Demand at risk, recovered

Recovered ~$3.1M in at-risk demand after fill rate drifted to ~94% and recovery windows started closing.

  • Autonomous fill-rate and service-level drift monitoring
  • Dollarized impact scoring by vendor code and period
  • Priority-ranked recovery actions with ownership

Policy-change cancels, prevented

Prevented 1,216-unit / $13.4k no-ASN auto-cancels after a policy change by enforcing ASN cutoff monitoring and escalation.

  • ASN cutoff checks running continuously
  • Auto-detection of orders entering cancellation risk
  • Escalation paths triggered before lockout events

Hidden cost spikes, surfaced

Isolated a ~25% contra-cost spike across 12 months of data that was buried across reports and timing differences.

  • Cross-source reconciliation across lagging datasets
  • Anomaly attribution to specific fee and deduction drivers
  • Evidence-ready exports for finance and leadership review

Secure OpenClaw governance is the product.

RetailClaw is designed for enterprise brands who require security and governance controls: least privilege, auditability, retention rules, and approval gates.

Least privilege by default

Separate identities per workflow. Integrations are scoped to what each workflow needs, not “everything we can get.”

Audit logs and evidence trails

Every run can emit a trace: inputs accessed, steps executed, outputs produced, and (optional) human approvals.

Retention and minimization

Store only what is needed to reproduce outputs. Configurable retention and redaction policies to match your governance program.

Deployment boundaries

Run as a managed service or inside your environment. Keep credentials and sensitive data inside your boundary when required.