Autonomous Dunning & Collections Agent
Autonomously manages the collections cycle — issuing dunning communications, escalating overdue accounts, negotiating payment plans within pre-approved parameters, and triggering legal action referrals at defined thresholds.
Critical_Problems_Solved
Collections Inconsistency
Collections activity depends on which collector handles each account — outcomes highly variable.
Dunning Communication Gaps
Overdue accounts not systematically contacted — significant overdue balances untouched for weeks.
Payment Plan Inconsistency
Payment plans offered on ad hoc basis — some collectors too lenient, others too rigid.
Legal Referral Timing
Legal action initiated too late — recovery probability low by referral date.
Sovereign_Capabilities
Automated dunning communication scheduling by aging bucket and customer risk tier
Autonomous payment plan negotiation within pre-approved discount and term parameters
Legal action referral triggering when recovery probability drops below threshold
Collections performance tracking with agent-level and portfolio-level outcome reporting
Quantifiable_Metric_Movement
Collections Coverage
100% of overdue accounts receiving systematic dunning contact — no accounts missed.
Collections Effectiveness
Payment recovery rate on 60+ day overdue improves by 25–35%.
DSO Impact
Systematic collections reduces average DSO by 5–8 days on the overdue portfolio.
Legal Referral Timing
Legal referral triggered at optimal recovery probability window — recovery maximised.
Expected_Outcomes
Consistent Collections Process
Every overdue account managed to the same standard — no collector-dependent variation.
Higher Recovery Rates
Systematic, policy-compliant collections improves cash recovery on overdue balances.
Bad Debt Reduction
Earlier, systematic intervention reduces balances reaching write-off threshold.
CFO Collections Visibility
Complete real-time view of collections activity, coverage, and outcomes.
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