AI Agents for Beverage Brands: Investigate Distributor Delivery Claims

What this looks like in beverages

A distributor deducts a charge for a late delivery. The order shows a requested date, an email contains a revised appointment, and the receipt records arrival in a different time zone. The agent must establish which commitment was accepted and compare like timestamps before drafting any explanation.

Records, ownership, and update rules

Work through the process

1. 01
   Identify the disputed commitment

   Find the accepted window for the shipment, not merely the first requested date. If a revised appointment lacks approval evidence, make that uncertainty explicit in the case.
2. 02
   Build a sourced timeline

   Collect dispatch, arrival, receiving, and relevant communication records. Preserve original time zones and distinguish a carrier estimate from an observed or acknowledged event.
3. 03
   Compare the claim basis

   Check whether the deduction alleges lateness, missed appointment, damage, or shortage. These causes require different evidence even when the retailer groups them under a delivery issue.
4. 04
   Prepare a bounded recommendation

   Explain what the evidence supports and which owner can decide the next step. Draft a precise missing-document request where the conclusion depends on an unverified fact.
5. 05
   Test the Genie on a receipt with no time zone before rollout

   Hand the Genie one real deduction where the receipt row in Postgres records an arrival time with no zone, then read its packet. The timeline must label each event as requested, accepted, estimated, or observed and cite its source, and every timing comparison must show the original time on each side and the offset it used. For the zone-less receipt, the correct output is a request to the logistics owner naming the record and the missing field, with lateness left open. Stop the rollout if the packet calls the delivery late or on time from that receipt, if any event lacks its source, or if a timestamp was moved into another zone without its original time and the offset shown beside it.

Handle the exceptions explicitly

Receipt timestamp lacks a time zone

Ask the record owner to establish it before making a timing conclusion.

Appointment was changed informally

Find the authorized acceptance evidence or leave the commitment disputed.

Claim combines late and damaged goods

Separate the evidence and calculations for each asserted cause.

What to verify before expanding

• The timeline distinguishes requested, accepted, estimated, and observed events.
• Every timing comparison preserves its source time zone.
• A receiving timestamp without a confirmed time zone cannot support a late-delivery conclusion in the review packet.
• A claim combining lateness and breakage retains separate evidence and calculations for each cause rather than one inferred remedy.

Technical references

• Stacksync Workflows quick start
• Stacksync NetSuite supported objects