Retail & E-commerce
Classification, moderation, and customer-service workflows at scale.
Use-case workflows
Where agents, orchestration, and human judgment remove the manual middle.
These workflows are not short on software. They are short on a durable owner for signals, exceptions, approvals, and evidence.
Industry workflows
classification
Product Classification
Taxonomy assignment, attribute extraction, duplicate detection.
Today
Retail & E-commerce teams sorts incoming items, enriches context, and samples uncertain work after the backlog has grown.
With SuperProcess
Confident items route automatically; uncertain ones become focused review samples.
01 · Classify
Agents categorize and enrich the work.
They read Commerce platform, PIM, and OMS, assign categories, add context, and score confidence.
02 · Route
The workflow sends work to the right lane.
High-confidence items move forward while low-confidence or high-risk items pause for review.
03 · Improve
Review creates better rules.
Human corrections are recorded as feedback so the process improves without losing auditability.
classification
Listing Optimization
Title, description, image analysis with improvement recommendations.
Today
Retail & E-commerce teams sorts incoming items, enriches context, and samples uncertain work after the backlog has grown.
With SuperProcess
Confident items route automatically; uncertain ones become focused review samples.
01 · Classify
Agents categorize and enrich the work.
They read Commerce platform, PIM, and OMS, assign categories, add context, and score confidence.
02 · Route
The workflow sends work to the right lane.
High-confidence items move forward while low-confidence or high-risk items pause for review.
03 · Improve
Review creates better rules.
Human corrections are recorded as feedback so the process improves without losing auditability.
risk triage
Returns Fraud Detection
Pattern recognition across return events — serial returners, wardrobing, store-credit abuse. Evidence packaged for CS lead.
Today
Investigators open many false positives and reconstruct the story from transactions, names, accounts, and prior alerts.
With SuperProcess
The queue separates likely clears from cases that need investigator judgment.
01 · Correlate
Agents build the risk story.
Agents build the alert story across transactions, entities, history, lists, and supporting evidence.
02 · Triage
The workflow applies policy and thresholds.
The workflow applies thresholds, waits for missing evidence, and keeps case actions auditable.
03 · Decide
Reviewers handle the material cases.
Investigators decide clear, escalate, file, or monitor from an explained packet.
classification
Customer Review Moderation
Policy-violation detection, sentiment classification, response drafting.
Today
Retail & E-commerce teams sorts incoming items, enriches context, and samples uncertain work after the backlog has grown.
With SuperProcess
Confident items route automatically; uncertain ones become focused review samples.
01 · Classify
Agents categorize and enrich the work.
They read Commerce platform, PIM, and OMS, assign categories, add context, and score confidence.
02 · Route
The workflow sends work to the right lane.
High-confidence items move forward while low-confidence or high-risk items pause for review.
03 · Improve
Review creates better rules.
Human corrections are recorded as feedback so the process improves without losing auditability.
reconciliation
Pricing Exception Handling
Deviation detection, approval routing, audit trail for finance.
Today
Retail & E-commerce teams compares records across systems, explains mismatches, and chases owners before anything can close.
With SuperProcess
Matched items move through; real variances become a clear resolution queue.
01 · Match
Agents reconcile the source records.
They compare Commerce platform, PIM, and OMS and cite the exact records behind each match or variance.
02 · Hold
The workflow waits where finance work waits.
Missing files, approvals, payment holds, and close checkpoints stay durable instead of becoming inbox follow-up.
03 · Resolve
Owners clear only the exceptions.
The resolution packet includes reason, source evidence, suggested action, and writeback target.
Ready to scope one of these for your operation?
We shadow your ops, scope the process, blueprint it, pilot it, and ship it to production. Typically 6–12 weeks to first production value.
Talk to us →