Finance

Collections & Debt Recovery

Designed for debt collection agencies and in-house recovery teams. Captures every commitment, compliance flag, and risk indicator across right-party contact calls, settlement negotiations, and skip-trace interactions.

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Insights per recording

Categories extracted

The insight schema

Every recording produces values for every key below, with verbatim evidence quotes and timestamps.

Compliance

7 keys

· mini_miranda_given
· right_party_contact_confirmed
· third_party_disclosure
· abusive_language
· threatened_action_not_intended
· time_of_day_violation
· cease_and_desist_requested

Outcome

6 keys

· promise_to_pay_amount
· promise_to_pay_date
· payment_method_offered
· settlement_percentage_offered
· callback_scheduled
· escalation_to_supervisor

Account Context

7 keys

· debt_age_mentioned
· original_creditor_named
· account_balance_confirmed
· dispute_raised
· dispute_reason
· verification_requested
· statute_of_limitations_signal

Hardship Signals

6 keys

· job_loss
· medical_hardship
· death_in_family
· disability
· bankruptcy_mentioned
· attorney_representation

Agent Behavior

6 keys

· agent_tone
· professionalism_score
· empathy_demonstrated
· interrupted_consumer
· talk_listen_ratio
· compliance_script_adherence

Consumer State

5 keys

· consumer_sentiment
· cooperation_level
· stress_indicators
· willingness_to_resolve
· payment_intent_score

Risk

5 keys

· litigation_threat
· cfpb_complaint_risk
· reputational_risk
· retention_risk
· reaging_risk

Follow-up

5 keys

· next_action
· owner
· due_date
· documents_to_send
· callback_phone_verified

Additional Observations

10 keys

· key_decision_made
· unexpected_revelation
· question_left_unanswered
· commitment_pending
· ambiguity_to_clarify
· action_item_owner
· action_item_due
· best_moment_quote
· worst_moment_quote
· overall_recommendation