Yes, for most of the calls. Voice AI handles the reminder, the due date, the promise to pay and the payment link, in the borrower's language, inside the RBI contact window. It should not handle a dispute or a hardship case alone; those go to a trained person who joins the same call. On a live NBFC programme in August 2026 the AI recorded a 31.6% collection rate over 11,000 accounts in a nine-day window. The volume goes to the AI and the judgement to a person.
What the AI closes on its own
The bulk of a collections queue is not an argument. It is a reminder to someone who forgot, a date to someone whose salary came late, and a payment link to someone who was going to pay anyway and needed the nudge. The AI does these well: it reads the account before it dials, says the amount and the date without ceremony, takes a promise to pay with a date, sends the link on WhatsApp, and writes the disposition back to your LMS or CRM. It does it in 14 Indian languages plus Hinglish and switches mid-call if the borrower does.
Muthoot Fincorp runs this with us. In the window 8 to 16 August 2026 the programme covered about 11,000 accounts across 193,000 attempts and 6,400 connects, and recorded a 31.6% collection rate on the connected accounts. That is a mid-campaign number, counted on our platform and cleared for publication. It is not a promise about your book.
Which calls reach a person
The dispute is the first kind of call that leaves the AI ("I already paid", "this is not my loan"). Hardship is the second: a job lost, a hospital bill, a request to restructure. The third is the customer who simply asks for a human. In each case the AI says it is bringing a colleague in, and the person's screen already shows the account, the last three turns and what the borrower said, so the first question is about the problem and not the registered mobile number. The handover is routed by bucket, so a 90-plus account reaches the agency or team mapped to it instead of whoever is free.
If every agent is busy the AI offers a choice: stay with the assistant, a callback at a named time, or hold. The borrower is never left in silence.
The RBI rules from 1 January 2027, built into the call
The Reserve Bank's recovery directions of 6 August 2026 come into force on 1 January 2027. They restrict recovery calls to 8 am to 7 pm, require every call to be recorded and the borrower told it is recorded, and require the recording to be kept at least six months (longer while a dispute is open). On our platform the window and the frequency caps gate the dialler, so a non-compliant call cannot be placed; the recording notice is the first thing the AI says; retention is set in your data-processing agreement with the six-month floor as the default for collections.
What to ask before you run it
- Which buckets go to the AI first (early-stage reminders are the usual start) and which stay with people.
- Who the AI hands to, by bucket, and on which trunk.
- What the baseline is: your current collection rate on the same bucket in the same window, agreed before the first call.
- What the AI is forbidden to say. Collections has a do-not-say list and the AI needs it in writing.
Watch the collections handover, 1 minuteQuestions people ask
Can voice AI handle loan recovery calls in India?
Yes for reminders, promises to pay and payment links, in 14 Indian languages, inside the RBI contact window. Disputes and hardship cases go to a trained person who joins the same call.
What collection rate has voice AI achieved?
On a Muthoot Fincorp programme, 31.6% of connected accounts in the window 8 to 16 August 2026 (about 11,000 accounts, 193,000 attempts, 6,400 connects). Results depend on bucket and book.
Is voice AI compliant with the RBI recovery rules from January 2027?
The rules require calls between 8 am and 7 pm, every call recorded with the borrower told, and recordings kept at least six months. On Oriserve the window and frequency caps gate the dialler, the recording notice opens the call, and retention is set in the DPA with six months as the collections default.
Does the AI harass borrowers?
It cannot call outside the window or over the frequency cap, it reads from an approved script with a do-not-say list, and it hands a distressed borrower to a person instead of pressing.