What Is Inside the WhatsApp Business AI Integration
Turning a chat message into a trustworthy ERP record takes care. Here is how the connection is built, how fields are extracted, and how ambiguity is handled before anything is committed.
From a chat message to a trustworthy ERP record
Built on the supported WhatsApp Business Platform
The integration connects through the official WhatsApp Business Platform API, the supported route for any business messaging at real volume. This keeps message delivery reliable and keeps your account in good standing with WhatsApp's own policies.
- Connection through the official Business Platform API.
- Reliable message delivery at business volume.
- Compliant with WhatsApp's own business messaging policies.
Each field carries its own confidence, not one blanket score
An item name might be extracted with high confidence while a delivery date phrased vaguely gets a lower one. Each field is scored individually, so high-confidence fields move straight to the ERP while ambiguous ones wait for a person to confirm.
- Per-field confidence, not a single document-level score.
- High-confidence fields posted without delay.
- Ambiguous fields held for a quick confirmation.
Connecting the conversation to the right existing record
A payment reference or a repeat order needs to be matched to the right existing customer or order in your ERP, not created as a duplicate. The extraction is checked against your existing records first, so it links to what already exists whenever it should.
- Extracted data matched against existing ERP records.
- Duplicate customers and orders avoided by default.
- New records created only when nothing existing matches.
Everything the WhatsApp integration includes
Confirmation workflow
Flagged extractions routed to the right person for a quick yes or edit before posting.
Conversation-to-record linking
Every ERP record created keeps a link back to the conversation that produced it.
Customer matching
Incoming numbers matched against existing customer records to avoid duplicates.
Priority flagging
Complaint or urgent language detected and surfaced ahead of routine messages.
Capture analytics
Volume, extraction accuracy and confirmation rates tracked over time.
Model-agnostic build
Built so the underlying extraction approach can be upgraded without a rebuild.
See What Your WhatsApp Chats Could Capture
Book a free consultation. Share a sample of typical conversations, and we will show you what could be extracted automatically.
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