Industries · Pharma Distribution
AI Collections for Pharma Distributors and Stockists
AI collections for pharma distributors solves a problem that is structurally different from other trades: very high party counts, very thin margins, and credit spread across hundreds of retail chemists. PraecisAI is an AI calling agent that recovers outstanding payments automatically, using Hindi and English voice calls, WhatsApp reminders and branded ledger statements, without adding a single person to your collections team.
Long tail
Small accounts covered, not skipped
Per-bill
Ageing with credit notes netted
Weekly
Owner escalation reports
What collections actually looks like in this trade
The follow-up problem is shaped by how your industry sells on credit. These are the patterns we built around.
Thin margins make every overdue rupee expensive
When you trade on single-digit margins, capital locked in a 120-day ledger costs far more proportionally than it does in a high-margin business.
Hundreds of retail chemists, each owing a little
The outstanding is not concentrated. It is spread across a long tail of small accounts that individually never justify a phone call, and collectively drain your working capital.
Field staff collect instead of selling
Representatives end up doubling as collection agents on their route, which quietly costs you the order they did not go and win.
Expiry and return credits muddy the ledger
Expiry returns and breakage credits mean the party genuinely disputes the number, and payment stalls until somebody reconciles the account.
How PraecisAI works for pharma distribution businesses
One AI calling agent working your whole outstanding list, on the schedule and escalation ladder you configure.
The long tail finally gets followed up
Small accounts get the same disciplined follow-up as large ones, because the cost of an AI call does not scale with the number of parties.
Field staff go back to selling
Routine reminders and promise chasing move off your representatives, so route time goes back into orders rather than collections.
Credit notes netted before the call
Ageing is calculated per bill with credit notes netted off, so the AI is quoting a number the party can actually recognise.
Escalation reports to the owner every week
Accounts past your threshold arrive as a weekly report to you and your accountant, so nothing silently ages past the point of recovery.
Questions from this industry
- Can PraecisAI handle a few thousand chemist accounts?
- Yes. The platform is built for high party counts. Calls run in parallel across your outstanding list in the time slots you configure.
- What happens when a chemist disputes an expiry credit?
- The call transfers live to your accountant with an instant WhatsApp briefing on what was said, so the dispute gets resolved by a human on the same call.
- Can we keep some stockists out of automated calling?
- Yes. Any party can be marked as excluded from automated contact while still appearing in your reports and ageing.
Keep reading
How it works
The four automated steps from outstanding data to recovered cash.
Pricing
₹5,000 per month platform fee, published openly. No sales call needed.
Textile & Garments
AI payment recovery for textile and garment businesses in India.
Hardware & Building Materials
Credit recovery for hardware and building materials distributors in India.
See PraecisAI working on a pharma distribution ledger
Open the live demo dashboard and watch an AI call, a WhatsApp reminder and a branded statement go out.