Process return requests, validate receipts, issue return labels, and flag suspicious return patterns for human review.
Engineering services
RMA & Returns Processing Automation is the kind of workflow we build as an AI agent system: deterministic checks, human checkpoints, and an audit trail operators can trust. We start from your real process boundaries and ship software that holds up in production.
We build production-ready, highly observable agentic systems engineered for enterprise scale. No black boxes, no magic—just systematized workflows with systemic safeguards.
We don't build fragile wrappers. Complex decisions and exceptions are automatically routed to your team for approval, ensuring zero unverified actions in production.
Every AI-generated output is validated against deterministic, programmatic rules before execution, guaranteeing structural integrity and compliance.
Our architecture records every state change, agent reasoning step, and user interaction, providing complete observability into your automated workflows.
Built for enterprise scale. We optimize for high-throughput, low-latency execution using edge infrastructure and efficient state management.
Ingest manufacturer spec sheets and vendor images, converting them into formatted product titles, tags, and search descriptions.
Detect address errors, inventory stockouts, and high-risk transactions, auto-routing exceptions to logistics or fraud teams.
Industrial OperationsExtract, validate, and route invoices automatically with high-accuracy AI agents, eliminating manual data entry bottlenecks in supply chain operations.
Financial ServicesProduction AI agents for identity verification and risk assessment—deterministic checks, human checkpoints on edge cases, and audit trails regulators can inspect.