WhatASales · engineering notes
Autonomous CRM updates, straight from the call audio
The usual way a sales call ends up in a CRM is a rep typing a summary afterward — if they remember to, and if they remember it accurately. WhatASales updates the CRM record from the call itself: the recording, the transcript, and the outcome, without anyone typing anything. Here's what that pipeline actually looks like.
Why "the rep types it in later" quietly fails
Post-call note-taking has a predictable failure mode: it happens after attention has already moved to the next call, so it's short, generic, and written from memory rather than from what was actually said. Over a hundred calls a week per rep, that gap compounds — a manager reviewing the CRM is reading a rep's summary of a summary, not the conversation.
The fix isn't a better reminder to fill in notes. It's not needing the rep to write them at all.
Capture first, before anything else can happen
WhatASales runs on the rep's Android phone and captures both sides of a call automatically the moment it connects — the rep's own mic on one track, the caller's audio on a separate track. This has to happen without the rep doing anything, because a capture step that depends on a button press is a capture step that gets skipped under real call volume.
Transcription that survives real Indian sales calls
Generic English-only transcription breaks down fast on calls that switch between Hindi and English mid-sentence, which is how most of this conversation actually happens. WhatASales runs a model tuned specifically for that code-switching pattern, then rebuilds a turn-by-turn conversation from the two separate tracks — using real pauses in speech to split turns, not just wherever a transcription pass happened to break a sentence.
The two tracks also mean speaker attribution doesn't have to guess: the rep's own mic and the caller's separate audio are each known with certainty, rather than inferred from who's talking louder.
From transcript to CRM fields
A raw transcript isn't a CRM update by itself — it's still something a manager has to read in full to extract anything useful. The last step is turning that structured, speaker-attributed transcript into the fields a CRM record actually has: call outcome, recording link, and the conversation itself, attached to the right contact automatically, the same way the call was captured — without a rep re-entering any of it.
What this actually buys a sales manager
Not "better notes." A CRM record that reflects what was actually said on the call, every time, regardless of whether the rep remembered to log it — which is the difference between a CRM you can coach from and one you can only audit for whether a call happened at all.