Agent & Supervisor Assist

From conversation to write-ready data.

Turns a finished call into structured, writable facts: which order fields the customer changed, as original → updated pairs, and which captured answers are genuine information, with greetings and garbled confirmations filtered out by meaning.

Original → updated diffs ready for write-back to your order systemStructured actions outrank raw speech; entities outrank capturesConfirmations and greetings never masquerade as answers
DeterministicSame call, same result, no model variance in the diff
100 callsPer API request, stateless and batchable
AuditableEvery value traces to an action, entity, or captured answer

What it does

What changed on the call, as clean original  updated pairs.

Source hierarchy

A structured reschedule action beats captured speech; a confirmed address entity beats raw customer fragments; a national-address code beats everything. The cleanest available source always wins.

Meaning-based filtering

Captured answers are judged by what the customer meant, using the repaired transcript, a garbled confirmation is recognized as a yes and never surfaces as an information answer.

Stateless by design

Insights are computed per request from the stored call artifacts, nothing to backfill, nothing to migrate. Better policy means better answers on every call, past or future.

How it runs

Three steps to live.

1

Send

Post the call's stored artifacts, transcript, captures, actions, entities, in a batch.

2

Derive

The capability applies the source hierarchy and meaning filters deterministically.

3

Write

Render the diff for review, or feed it straight to the order write-back.

See Call Insights on a real call.

A live demo on a real phone line, in Arabic and English.