Repeated sizing uncertainty
- Business implication
- Validate fit guidance against product specification
- Action owner
- Development and digital product
Customer service & support
Resolve routine order-status requests.
Agents repeat the same tracking lookups and policy explanations.
TriggerCustomer order-status request.
| Order state | Customer response | Internal action |
|---|---|---|
| Carrier movement is current | Share the confirmed tracking update | Record resolution |
| Promised window exceeded | Explain the current exception | Route shipment evidence to service owner |
| Tracking unavailable | State that status needs confirmation | Request fulfillment verification |
What you getA grounded resolution or a contextual handoff for an exception.
Discuss this use case How it works
Led by operators with 15+ years building commerce products, teams and systems. About us
Today
Support staff read the order and carrier screens, interpret policy and repeat the lookup when a customer returns.
With this in place
An eligible status request receives current, grounded help; an exception carries its order history and reason to the person who can resolve it.
Who does what, step by step.
Your team
Service owners handle exceptions and approve refunds, replacements or commitments outside delegated limits.
AI
AI interprets the question and writes a grounded response using current status and approved policy.
Automation
Order-access checks and integrations retrieve current fulfillment and carrier events.
Step 1: Automation
Find the authorized order
Confirm the request belongs to the customer before retrieving order information.
Step 2: Automation
Read current events
Compare promised timing with actual fulfillment and carrier state, retaining unknown or stale status.
Step 3: AI
Resolve or route
Provide the policy-supported answer or send the exception with its evidence to the responsible service owner.
Step 4: Automation
Confirm the outcome
Record the resolution and check whether the customer had to contact support again.
Guardrails
- Apply existing identity and order-access rules.
- Do not label a missing or stale tracking event as delivered.
- Refund, replacement and delivery commitments follow delegated service policies.
What a first project includes.
A bounded first build around your systems and team. We agree the scope, fee and baseline before we start.
We build
- A status-response capability connected to the helpdesk and order systems
- A contextual exception handoff
- Case outcomes and recurring causes available for service review
We start from
- Authenticated customer and authorized order context
- Carrier and fulfillment events with timestamps
- Approved delivery policies and exception criteria
From your team
- Owner
- CX Lead
- Customer Operations Manager
- Involves
- Customer service
- Fulfillment
- Engineering
- Carrier or logistics partner
Access to these systems and real examples to test against.
Adapts to
- Direct-to-consumer commerce
- Partner fulfillment
- Internal fulfillment
We’d measure
- Correct resolution and appropriate escalation on real-case evaluation
- Handling time including review and exceptions
- Repeat contact and customer satisfaction
Baselines agreed before we build.
Questions teams ask.
- Do we need to replace our current tools?
Usually not. We start with the systems you already use and build only what’s missing.
Typical connections: Helpdesks, order systems, carriers, returns tools and your policies.
- Who owns it once it’s running?
Your team does. You own the agreed deliverables under the engagement terms, with documentation and training for the people who run it. Ownership usually sits with your CX lead or customer operations manager.
Ongoing support is optional and agreed separately.
- How do we get started?
If the problem and scope are already clear, we can scope this build directly. If you’re weighing it against other priorities, start with Discovery & Action Plan.
Its fee is credited in full if we build the recommended work.
How discovery works
Often paired with.
- Supply chain & fulfillment
Fulfillment exceptions
Orders stall across systems while no team has a complete view.
Prioritized exception cases with next actions and customer-service context.
- Retention & lifecycle
The second purchase
New customers receive generic follow-up unrelated to what they bought.
Product-aware lifecycle journeys and a test plan.
- Customer service & support
Customer intelligence into action
Customer feedback never consistently reaches the teams that can act on it.
Evidence-backed themes, owners and action briefs.
More connected work
Take “Where’s my order?” off your team’s plate. Start with your most common tracking questions.
Prefer to start with discovery?
We reply within one business day.