Case study · Distribution

Sharma Distributors: Follow-Up Cut From Two Weeks to Three Days

Payment follow-up automation is only worth anything if the party on the other end actually replies. Sharma Distributors, a distribution business in Jaipur, moved its reminder cycle onto PraecisAI’s automated WhatsApp and AI voice calling. Follow-up time dropped from two weeks to three days, because the messages read as personal rather than as a broadcast.

Outcome

Follow-up time cut from 2 weeks to 3 days

Business

Sharma Distributors

Distribution · Jaipur

The problem: a follow-up loop measured in weeks

When reminders go out manually, the cycle time is set by whoever has a free afternoon. A party contacted today might not be contacted again for two weeks, which is long enough for a promise to be forgotten on both sides.

Generic bulk messaging does not fix this. A broadcast that opens with a template greeting and no bill reference gets ignored, and ignoring it carries no consequence for the party.

What changed: personalised, and on a schedule

Every WhatsApp reminder now carries the party name, the specific bills that are open and the due amount, alongside a branded PDF statement. It reads like a message from the business, because the content is specific to that account.

The cadence is set once and then runs on its own. Parties move between the four recovery stages as their bills age, and the message tone moves with them, so a party in Soft Reminder and a party in Escalation are not receiving the same text.

AI voice calls run alongside the messages in natural Hindi and English, and anything the party says on a call, including a promise to pay on a date, is logged and drives the next follow-up.

The result

The follow-up loop tightened from two weeks to three days, and, in Priya Sharma’s words, parties actually respond.

Shortening the loop is what makes the rest of the system work. A promise chased three days later is still fresh; a promise chased two weeks later has already been overtaken by whatever else the party is dealing with.

The WhatsApp messages feel personal. Parties actually respond. Our follow-up time dropped from 2 weeks to 3 days.
Priya Sharma · Director, Sharma Distributors, Jaipur

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