₹2,50,000, approved and disbursed without leaving the chat.
How Jana Small Finance Bank closed a pre-approved personal loan end to end on WhatsApp, replacing the branch visit and the hundred-field form with an agent that negotiates the terms, computes the EMI, takes the signature and confirms the credit, in the borrower's own language.


3X
Onboarding cost cut threefold, WhatsApp in place of physical meetings
56%
Increase in loan disbursals, from the same approved cohort
9 min
Broadcast to money in the account, without leaving the chat
Jana Small Finance Bank is a scheduled commercial bank in India running roughly nine asset products and ten liability products, sold largely through people rather than through forms. A pre-approved loan still meant a branch visit, a stack of paper and somebody's follow-up list before the money moved.
The slow part started after the credit decision

01
The whole workflow was coordinated by hand.
Calling, SMS and WhatsApp fallbacks were run manually, so an approved customer's next step depended on whether somebody remembered to take it.
02
The context died between three separate systems.
03
Onboarding still lived in a hundred-field form.
An agent that could open the offer, and then close it.

The agent was wired into Jana's core banking system, so the pre-approved amount, the rate and the customer's history were in hand before the first message went out and every step wrote back to the bank's own record, and it had to do six things.
Broadcast + Consent.
Name, amount and eligibility pre-populated from account data, with opt-in gating built in for RBI and TRAI.
Loan Term Negotiation.
Terms surfaced live from core banking, with the tenure selector inline and the agent matching the borrower's Hinglish.
Real-time EMI Calculation.
Monthly EMI, total interest and first payment date computed on the spot, in the thread, never as a PDF redirect.
Hindi Voice Note.
The borrower asks about prepayment in a voice note and the agent transcribes it, then answers in the same register.
e-Sign via WhatsApp.
Sanction letter and loan agreement arrive in the chat, signed with an Aadhaar OTP, and the loan enters the disbursal queue.
Multimedia Documents.
A three-page sanction letter delivered as a PDF the borrower can open without leaving the conversation.
An approval that used to wait for someone now arrives as a conversation.
The approvals were done and the disbursals caught up.
3X
Onboarding cost cut threefold, from moving borrowers onto WhatsApp instead of putting a person in front of them
56%
More loans disbursed from the same approved cohort, on the same credit decisions the bank had already made
9 min
From the broadcast landing to the money hitting the account, start to finish inside WhatsApp
Broadcast at 10:02, terms at 10:04, signature at 10:09, credited at 10:11.
Takeaways
- Banking and Fintech
- Onboard and Activate
- Omnichannel Agents
- Conversational Intelligence
- Workflow Orchestration
Related
Your approvals are done, so make them land
A live demo on your own book, with your pre-approved cohort, your rate card, your e-Sign and your core banking.




