Practice interviews

What must be agreed before opening an AI distribution channel?

Turn a shared integration into an owned customer journey.

The question

RelayCart and RouteLink propose an AI-assisted channel. Catalog discovery and checkout work in a demo, but no team owns returns, incorrect delivery promises or cross-company escalation.

Launch responsibility map
Current plan
Catalog accuracyBoth teams assume the other checks it
Checkout failureRelayCart owns the payment UI; escalation is unassigned
Shipping promiseRouteLink supplies the service estimate; correction is unassigned
Customer supportEach company offers its own support inbox

Invented operating plan. The question is who owns each customer outcome, not which API to call.

“What must be agreed before opening an AI distribution channel?”

A strong answer, step by step

Open each step in turn. This is one strong answer, not the only one.

Step 1: Find the unowned outcome

What would you do here? Open the move you’d make.

  • Declare the channel ready because checkout works once.

    Tempting, but it misses something. The unresolved failures are part of the real journey.

  • Assign a decision owner for each failure and handoff.

    The strong move. The parties can resolve a customer problem instead of forwarding it.

  • Ask the customer to choose which company caused the problem.

    Tempting, but it misses something. That exports the partnership's ambiguity to the customer.

See how a strong candidate says it

“The handoffs after the demo need named owners and a recovery path.”

What a strong candidate could say

Why it works: A protocol can connect systems without resolving accountability.

Step 2: Agree the value measure

What would you do here? Open the move you’d make.

  • Use signed partnership count as the sole success measure.

    Tempting, but it misses something. A signed agreement may produce no adoption.

  • Agree activation, service quality and incrementality measures.

    The strong move. The measures connect technical delivery to joint value.

  • Let each team report its own incompatible dashboard.

    Tempting, but it misses something. They could disagree about the same launch.

See how a strong candidate says it

“Measure active merchant use and incremental customer outcomes, with a shared attribution definition.”

What a strong candidate could say

Why it works: Integration completion is an input, not the commercial result.

Step 3: Define an escalation route

What would you do here? Open the move you’d make.

  • Define response ownership and a fallback before launch.

    The strong move. The customer can get a useful answer without finding the right company.

  • Give customers both contracts and ask them to resolve it.

    Tempting, but it misses something. Contracts do not substitute for an operating response.

  • Hide failed orders from the pilot report.

    Tempting, but it misses something. That removes the evidence needed to improve the channel.

See how a strong candidate says it

“Choose a single customer-facing route with cross-company escalation behind it.”

What a strong candidate could say

Why it works: Shared ownership still needs a clear response when something fails.

Step 4: Use evidence to limit launch

What would you do here? Open the move you’d make.

  • Launch globally because the interface is localized.

    Tempting, but it misses something. Translation does not establish delivery capability.

  • Limit the launch to the supported market and measure failures.

    The strong move. Scope follows actual operating capability.

  • Rename the launch a beta and keep every market enabled.

    Tempting, but it misses something. The label does not reduce customer impact.

See how a strong candidate says it

“If delivery promises cannot be kept in one market, exclude it until the recovery path works.”

What a strong candidate could say

Why it works: An AI distribution surface can widen exposure faster than the service can handle it.

The answer, in short

Decision
Launch only the supported journey with named owners and shared measures.
Because
A useful channel needs product, service and commercial responsibilities to work together.
What would change it
The pilot demonstrates reliable recovery and incremental value in a broader scope.

Common traps

  • Treating interoperability as full commercial readiness.
  • Leaving the customer to manage a cross-company handoff.

Check your answer

  • Who owns each failure?
  • What customer outcome is measured?
  • How is incremental value distinguished from attribution?
  • What evidence permits a wider launch?

Last reviewed Nov 10, 2026