B
Bolehlah

Third channel

Same AI, now on
WhatsApp & Telegram.

The borrower-intake-api ships with first-party adapters for WhatsApp Business and Telegram Bot API. Same Aisha, same 5-factor explainability, same sub-3s decision — inside a messaging bubble.

One backbone, three surfaces

Web · Native · Chat

The same borrower-intake-api powers the web chat on bolehlah.com, the member portal, and this WA/Telegram channel. Lenders pick the surfaces; the inference core is shared.

What the demo shows

  • Inbound intent matching (same 7-intent map as the web chat).
  • Handoff to the web portal for full KYC when the convo escalates.
  • Telegram variant swaps colours and bubble shapes only — logic is identical.

Regulator note

The chat channel is scoped to pre-qualification dialogue only. Real KYC and decisioning happens inside the licensed lender's environment, through the same Hyperledger-anchored decision log as web and app.