Product recall customer self-check portal

Reduce repetitive lookup work while helping customers find verified instructions

Confirm the buyer's problem and scope, collect manufacturer-verified recall rules and customer-submitted identifiers, then follow this sequence: 1. Guide product identification. 2. Apply verified deterministic matching rules. 3. Route uncertain cases to staff. Resolve uncertain cases with qualified reviewers, approve staff-approved recall information and next-step workspace, and measure correct completed lookups and staff handling time saved minus validation cost against a documented baseline.

How the AI works

Use AI to interpret permitted inputs, suggest structured mappings and generate candidate outputs for the three stated task modules. Use deterministic code for arithmetic, schema validation, hard constraints and reproducible tests. Review source-linked explanations and uncertainty before accepting results. One published recall; no invented safety advice or automated remedy eligibility. A model suggestion is never a verified fact, professional decision or authorization to act.

Safeguards

Keep customer account access scoped. Escalate missing evidence and consequential exceptions to staff. Review quality alongside any speed measure. One published recall; no invented safety advice or automated remedy eligibility. Keep all consequential actions under authorized human control and do not fabricate missing inputs, permissions, professional judgments or market evidence.

What to build first

Pilot scope: One published recall; no invented safety advice or automated remedy eligibility. Implement one approved input format, a bounded representative case set and the first two task modules: guide product identification; apply verified deterministic matching rules. Support the third module with operator review: route uncertain cases to staff. Include source references, corrections, basic organization access, approval states, export and value measurement. Use managed operator assistance for unresolved exceptions. The cost estimate covers this narrow prototype, not unrestricted multi-tenant scale, complex production integrations, specialist certification or physical operations.

What it can connect to

Support inboxes, help centers, order records and customer feedback systems. Approved repositories, application APIs, execution platforms and monitoring systems. Validate current API access and behavior during discovery before promising compatibility. Start with authorized file exchange. Validate current provider access, usage rights and schema behavior before promising a connector.

The screens in detail

Primary screens: Authorized input and test setup, Proposed implementation, Test results and release review. Show a work backlog, proposed changes and verification results. Link each item to its source configuration, code or data mapping. Provide execution logs and an owner-facing health view. Keep environments and approval states clearly separated so a draft cannot be mistaken for a live change. Make the task-specific outcome staff-approved recall information and next-step workspace visible beside its evidence, review state and value baseline.