Portfolio Demo · Mispick Verification

Did they actually ship the wrong item?

An interactive, evidence-first investigation workflow. Pick a scenario, adjust what the customer reportedly received, toggle investigation findings, and watch the spec comparison, classification, confidence, and customer-ready outputs recompute live.

Illustrative portfolio demo using anonymized mock data. Not connected to any live catalog, customer, order, or warehouse system. catalog item numbers and manufacturer details shown here are sample data.

Choose a case

  1. 1Capture what was ordered
  2. 2Capture what was received
  3. 3Compare every spec
  4. 4Classify the issue
  5. 5Rate confidence
  6. 6Generate outputs
Step 1–2

Evidence intake

Ordered details come from the order record. Received details are what the customer reports is on the box and the item — edit them to reflect the investigation.

Ordered
Received (reported)

Investigation findings

Step 3–5

Compare & classify

Field-by-field spec comparison, a decision tree that lights up the classification path, and a confidence rating backed by evidence.

Spec comparison

Decision tree

Confidence

    Step 6

    Generated outputs

    A customer-ready explanation and standardized internal notes, each with a v1 draft and a refined v2. Edit either field and run a word-level diff to see the human-in-the-loop review step.

    Internal investigation notes
    For hiring managers

    What this demonstrates

      Outcomes (not yet measured)

      Metrics I would track

      This is a portfolio concept. In a real deployment, these are the outcomes I'd measure to prove the workflow's impact.