Payment Recovery Automation & Digitisation for a Real Estate Developer

A real estate developer was managing plot bookings and payments across multiple scattered Excel sheets, with no visibility into overdue payments and no consistent buyer follow-up. AscentiQ AI digitized every sheet into a single real-time dashboard and automated the reminder process through SMS, WhatsApp, and AI voice calls.

Industry: Real Estate
Client: A mid-sized real estate developer managing multiple residential projects.
Product: IntoPilot™ — Real Estate Edition

The Challenge

The client was tracking plot bookings, installment schedules, and payment collections manually across multiple scattered Excel sheets — one per project, updated inconsistently by different staff members, with no way to see the full picture in one place.

This created recurring problems:

• No visibility into overdue payments — staff found out a buyer had missed an installment only when someone manually cross-checked the sheet, often weeks late.
• Inconsistent follow-up — reminders to buyers depended on which staff member remembered to call, with no fixed cadence or escalation path.
• No single source of truth — plot value, amount paid, balance due, and next due date lived in different tabs, updated by hand, prone to error.
• Manual staff effort — recovery calls and reminders consumed significant staff hours that could have gone into sales and client relationships.

The client wanted two things: a way to automatically nudge buyers before and after a due date — across SMS, WhatsApp, and voice — without staff having to track it manually, and a single dashboard that replaced every scattered Excel sheet with real-time, per-plot payment status.

The Solution

AscentiQ AI built a Payment Recovery Automation module inside a dedicated real estate operations dashboard, consolidating every scattered spreadsheet and giving the client’s team a live view of every buyer’s plot, payment status, and recovery stage in one place.

• Digitized Payment Tracking: Every plot booking, across every project spreadsheet the client was maintaining, was migrated into a single structured dashboard showing, per client: total plot value, amount paid to date, balance due, and the next due date with days overdue — replacing manual sheet lookups with an instant, always-current view.

• Automated Reminder & Escalation Timeline — SMS, WhatsApp & AI Voice Call: Instead of ad-hoc follow-ups, each overdue payment now moves through a fixed, time-based escalation sequence: a grace period, followed by an automated SMS reminder, then a WhatsApp reminder, then an AI-driven voice call — before finally routing to a staff member for personal follow-up if the payment is still unresolved. The exact timing at each stage was tuned to the client’s collection policy.

• Centralized Payment History: Every payment received against a plot — date, amount, mode, and remarks — is logged against that client’s record, giving the sales and accounts teams a single, auditable trail instead of reconciling data across multiple spreadsheets.

• Staff-in-the-loop Controls: Automated reminders reduce manual workload, but staff retain full control — with the ability to trigger a reminder on demand, or step in and call the client directly when a case needs a human touch.

Results at a Glance

Metric	Before	After
Time to first follow-up on an overdue installment	Days to weeks, dependent on staff noticing	Same-day, automatic from Day 1 of the grace period
Reminder consistency across clients	Ad-hoc, staff-dependent	100% of overdue cases follow the same escalation path
Staff hours spent on routine reminder calls	High — every reminder made manually	Reduced significantly; staff only step in at final escalation
Payment status visibility	Manual Excel lookup, often stale	Real-time, per-plot dashboard
Source of truth for payment history	Fragmented across multiple spreadsheets	Single, auditable record per client
Follow-up channels used	Phone calls only, at staff’s discretion	SMS, WhatsApp, and AI voice call — automatically sequenced

Impact

• Manual tracking eliminated — payment status for every plot is now visible in real time, with no dependency on someone updating an Excel sheet.
• Consistent recovery process — every overdue payment follows the same structured escalation path, regardless of which staff member is handling it.
• Reduced staff hours on manual follow-up — routine reminders now happen automatically, freeing the team to focus on cases that genuinely need a personal call.
• Improved collection discipline — buyers receive timely, consistent reminders starting from day one of an overdue installment, rather than sporadic follow-up.
• Faster recovery cycle — automated escalation from grace period through to staff involvement means overdue payments are addressed within days, not weeks.

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Client name, transaction amounts, and exact escalation timing have been withheld to protect confidentiality.