Smart Collect. Ai: Ethical, AI-Driven Debt Recovery

Maximize recovery rates while preserving customer relationships through hyper-localized, empathetic AI negotiation.

The Challenge

Traditional debt collection methods are often abrasive, rigid, and rely on generic scripts. This approach damages customer relationships, ignores cultural nuances, and often results in lower recovery rates and potential violations of consumer protection laws.

The Solution

Smart Collect transforms debt recovery into a personalized, empathetic conversation. Powered by BankLLM™, it engages customers via Voice and WhatsApp using hyper-localized dialects (e.g., Khaleeji Arabic, Hindi, English). It analyzes customer sentiment in real-time, dynamically adjusting its negotiation strategy to secure promises-to-pay while strictly adhering to ethical collection standards.

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The Smart Collect. Ai
Process

The Smart Collect. Ai
Process

Step

1

Intelligent Outreach

AI initiates contact via Voice or WhatsApp in the customer's preferred language and dialect at the optimal time.

Step

3

Empathetic Negotiation

Dynamic script adjustment pivots between firm collection and flexible restructuring based on customer responses.

Step

2

Sentiment Detection

Real-time sentiment and intent analysis determines the customer's emotional state and willingness to negotiate.

Step

4

PTP & Settlement

Automatically captures promise-to-pay terms and updates the core banking system in real-time.


Key Features





Key Features




Hyper-Localized Multilingual Voice AI

Hyper-Localized Multilingual Voice AI

Converses fluently in regional dialects and code-switches naturally (e.g., "Hinglish" or "Arabish") to build rapport.

Real-Time Sentiment & Intent Analysis

Real-Time Sentiment & Intent Analysis

Detects frustration, hesitation, or willingness to pay, allowing the AI to pivot from a firm approach to offering flexible restructuring options instantly.

Automated Promise-to-Pay (PTP) Capture

Automated Promise-to-Pay (PTP) Capture

Seamlessly negotiates payment terms, captures the PTP, and automatically updates the core banking system.

Strict Regulatory Adherence

Strict Regulatory Adherence

Notifies compliance officers of relevant regulatory shifts the moment they are published, categorized by risk level and business unit impact.

See Enterprise AI
in action

See Enterprise AI
in action

30-minute live demo. No slides. Real product,

Real banking AI use Cases.

30-minute live demo. No slides. Real product,

Real banking AI use Cases.

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