Collections Analyst

AI‑Enhanced Collections

• Utilize AI‑powered collections platforms to prioritize outreach based on predicted payment likelihood and risk scores.
• Review automated customer reminders and intervene when human judgment is required for escalations or sensitive accounts.
• Monitor AI‑generated dispute categorizations and validate accuracy before resolution.
• Identify opportunities to optimize automation rules and improve the accuracy of AI‑driven recommendations.

Data Analysis & Predictive Insights

• Analyze customer payment patterns using dashboards and predictive analytics tools (e.g., aging forecasts, risk models, cash‑flow predictions).
• Interpret AI‑generated insights to guide targeted collection strategies.
• Prepare recurring analytics reports—including dispute trends, predicted delinquencies, and cash‑forecast variance analysis.

Customer & Cross‑Functional Collaboration

• Work with Sales, Billing, Customer Support, and Finance to resolve root‑cause issues surfaced by AI tools (e.g., invoice errors, order discrepancies).
• Communicate professionally with customers via email, phone, and automated engagement platforms.
• Document all collection actions in AI‑enabled systems to improve model training and future accuracy.

Compliance, Controls, & Process Improvement

• Ensure AI‑assisted processes comply with company policies, audit standards, and financial controls.
• Review AI outputs for quality, fairness, and accuracy; escalate anomalies when needed.
• Recommend enhancements to digital workflows, automation scripts, and data processes.
• Participate in technology pilots and provide feedback to improve AI adoption and user experience.