Piyush Modi

Co-Founder @ DubCall | AI Voice Employees for NBFC & BFSI collections | EMI follow-ups, KYC & support in 32+ languages

[Piyush Modi @piyushmodi170]

A voice-agent demo should include the moments that break a script: a borrower interrupting, asking to repeat a detail, or changing the question. Test how the conversation recovers—not only how polished the opening sounds.

[Piyush Modi @piyushmodi170]

“Connected” isn’t a useful outcome by itself. A call may end in a callback request, account query, dispute, wrong-party response or resolved question. Clear categories help the next step fit what the borrower actually said.

[Piyush Modi @piyushmodi170]

A collection call needs a clear stop point. If a borrower disputes the account, asks for a person, or the conversation turns sensitive, the agent should pause and route it appropriately. In NBFC voice AI, escalation behavior deserves as much testing as the opening script.

[Piyush Modi @piyushmodi170]

A borrower shouldn’t have to guess who’s calling or why.

For lending voice AI, name the lender and explain the call in plain language. A polished voice means little without a transparent opening.

NBFC demo test: would the borrower understand why they were called?

[Piyush Modi @piyushmodi170]

A borrower may switch from Hindi to English mid-call. The conversation should keep its context, so they don’t have to repeat a detail just to be understood.

When testing voice AI for lending, try a real language switch—not only a polished, single-language script.

[Piyush Modi @piyushmodi170]

“Documents pending” is a status, not an instruction.

Which document? Where should it go? What happens next?

That’s the bar I want for DubCall’s borrower follow-ups. A natural voice needs accurate application context behind it.

[Piyush Modi @piyushmodi170]

My favourite test for an NBFC voice-AI demo: “I dispute this amount.”

Does the agent keep pushing, invent an answer, or capture the issue and hand it over?

For DubCall, knowing when to stop is a product principle. A smooth script alone is not enough.

[Piyush Modi @piyushmodi170]

“Successful call” is too vague to put on an invoice.

Connected, callback requested, application completed—different events, different value.

For DubCall, outcome-based pricing starts with agreeing what counts and how to verify it.

[Piyush Modi @piyushmodi170]

“Kal shaam ko call karna” is a scheduling request.

A useful AI voice agent confirms the time and passes context to the next conversation.

That’s a product principle for DubCall: the borrower shouldn’t have to start from zero on every call.

[Piyush Modi @piyushmodi170]

A collections team should not spend its best people asking the same question thousands of times:

“Will you be able to pay this EMI?”

AI can capture the outcome and route hardship or dispute cases to humans.

That is how lending operations scale with empathy.

#Fintech #NBFC #AI

[Piyush Modi @piyushmodi170]

The best collections metric is not calls completed.

It is: did the borrower take a verified next step?

• payment link opened
• promise-to-pay captured
• KYC completed
• exception handed to a human

AI Voice Employees should be accountable for workflow progress—not minutes.

[Piyush Modi @piyushmodi170]

Banks do not need AI calls.

They need verified outcomes:

• KYC completed
• payment link delivered
• promise-to-pay captured
• applicant moved forward
• complex case escalated to a human

That is the standard for AI Voice Employees.

Pay for outcomes, not call minutes.

[Piyush Modi @piyushmodi170]

More calls do not improve collections.

A borrower may be waiting for salary day, prefer another language, or need a human for a dispute.

The question is not: “How many calls?”

It is: “What should happen next?”

AI Voice Employees need context.

#NBFC #Collections #AI

[Piyush Modi @piyushmodi170]

Why should lenders pay for AI calls that achieve nothing?

AI pricing should be outcome-based:

• Payment commitment
• Completed KYC
• Follow-up completed
• Query resolved

AI Voice Employees should be accountable for completed work—not minutes consumed.

#Fintech #NBFC #AI

[Piyush Modi @piyushmodi170]

@lightsilver323 https://t.co/cWJGlAb4Mp

[Piyush Modi @piyushmodi170]

@dpradhanbjp @RahulGandhi @INCIndia 😱

[Piyush Modi @piyushmodi170]

@k_zimal Yes I am here

[Piyush Modi @piyushmodi170]

@itsnivaaa Yes I am a full stack developer

[Piyush Modi @piyushmodi170]

@expertwith_AI Money

[Piyush Modi @piyushmodi170]

Just came across EarlyCEO and it genuinely looks interesting.

If you're into startups, entrepreneurship, and want to connect with ambitious people, this seems worth applying for. They have limited seats, and the selection process includes 2–3 rounds,
https://t.co/FVfW0q4JFO