When a shipper replies to a confirmation email, the reply might say "We're available for pickup Tuesday between 8 AM and 2 PM. Note the weight is actually 1,380 lbs not 1,200 as listed. Also we'll need a driver to bring their own load bars." That single reply contains three data points: a confirmed pickup window, a weight correction, and a special equipment requirement. A coordinator reads that and manually updates three fields in the shipment record. The AI reads it and updates all three automatically.
How AI Email Parsing Works
The AI receives the full email reply body and extracts structured data based on a configured extraction prompt. For a shipper confirmation reply, the extraction targets: confirmed availability dates and times, weight confirmation or correction, dimension confirmation or correction, appointment requirements, and any special instructions or exceptions. Each extracted value is mapped to the corresponding field in the shipment tracking record and updated automatically.
Handling Ambiguous Replies
Not every reply is cleanly structured. "We can do Tuesday or Wednesday, let us know which works" requires a response before the data can be extracted. The AI identifies ambiguous replies and generates a clarification request automatically — asking the shipper to confirm which date the coordinator will select — rather than leaving the record in an uncertain state or requiring coordinator intervention for every non-standard reply.
The AI Shipping Coordinator parses all confirmation replies automatically, updating the tracking sheet with confirmed data and flagging any replies that require human follow-up.