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LAB · BRICK-2-WHATSAPP-INBOUND

WhatsApp Inbound Lab

The Dircom forwards a WhatsApp message they're worried about — a boycott call, an angry screenshot, a critical article link — to Harch's dedicated number. Harch's NLP pipeline analyzes it and returns a risk assessment. This closes the "user-feels-they-put-the-data-in" loop: WhatsApp groups are private, no monitoring tool can reach them, but the Dircom sees the signal at 11pm and can forward it to Harch before the CEO sees it at breakfast.

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How this demo works

This simulates what happens when a Dircom forwards a WhatsApp message to Harch's dedicated number. In production, Twilio sends the webhook automatically (POST /api/whatsapp/inbound). Here, the /api/whatsapp/simulate endpoint runs the same NLP pipeline — sentiment + sarcasm + prompt-injection + fakeness + Darija language detection — without needing real Twilio credentials. The verdict appears in the feed on the right within seconds.

Simulate an inbound WhatsApp

Compose a message as if you were the Dircom forwarding something you saw on your phone. Click "Send to webhook" to fire it through the same pipeline as a real Twilio webhook.

Quick presets
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If set, the message is treated as an image with the body above as its caption. VLM analysis is queued (manual review pending — vision model integration is on the roadmap).

Inbound feed

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HARCH|Atelier

AI Reputation Intelligence — Africa & the French-speaking world.

atelier@harchcorp.com·+212 684 440 682
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