Retail & consumer use case

Customer-service escalation triage

The operating problem, the system we deploy, and the one metric it should move. Scoped as a specification, not a slogan.

The operating problem

Tickets arrive without clear priority, so agents hunt order and shipping context by hand while real escalations sit behind routine questions.

What we deploy

A triage assistant that pulls the customer's order and shipping context, proposes a priority and first reply, and routes true escalations.

  • Pulls the customer's order and shipping context
  • Proposes a priority and a drafted first reply
  • Routes true escalations to the right queue
Outcome target
Target: 25 to 45% faster first response on priority tickets.
Time to value
6 to 10 weeks to production
Metric we measure
Median first-response time on tickets flagged high priority.

Where it goes nextExtend to proactive outreach when an order is detected as delayed before the customer writes in.

Works with the systems you already have
Zendesk
Intercom
Dynamics 365
Stripe

Your data remains under your control.

How every use case is scoped

The same four questions, every time

Every use case is scoped around the operating problem, the system, the metric, and the time to value. Nothing ships without a number to move and a source it can cite. The first step is the deployment review, where we map the business process to your systems and agree the metric before building.

Next step

Put a number on this use case

Bring the process. We will define the problem, the metric, and the route to production.

See the deployment review

Start a conversation

Tell us what you want to explore, deploy, or teach. We reply within two business days.