AI-First Voice Collections

Collections that close accounts, not just contacts

Maya, Cura's voice agent, works past-due accounts on real calls for credit unions and community banks — verifying identity, securing commitments, processing payments, with TCPA, Reg F, and FDCPA compliance enforced in-line.

24/7
Continuous Coverage
100%
Compliance In-Line
100%
Customer VPC
Cura Collections Console
Maya Active
127
Calls Today
38
Commitments
71%
RPC Rate
100%
Compliance
Active Maya Sessions
LiveAcct #4471 — 90-day past due · arranging
DoneAcct #8093 — commitment confirmed
LiveAcct #2210 — verifying identity (OTP)
QueuedAcct #6647 — callback scheduled 3:30 PM
Today
$24,880
Recovered
82%
Promises Kept
4:06
Avg Call
TCPA ✓
EXHIBIT 1 — Cura collections console — live session viewIllustrative console view, synthetic data
Maya's production voice (Kokoro) · simulated member · illustrative call
Listen in on Maya
Acct #4471 · 90-day past due · $1,240
00:00 / 01:48
Compliance, enforced in-line
  • TCPA window verified ✓
  • Reg F frequency check ✓
  • Mini-Miranda delivered ✓
  • One-time passcode verified — before balance disclosure ✓
  • Member hardship acknowledged — no payment pressured today ✓
  • Payments aligned to member paydays ✓
  • Payment method on file confirmed ✓
  • Confirmation text sent + append-only log ✓ #a41f09c2
Also available: Spanish — Maya switches when the member asks.
How it works

Past-due in. Promise kept out.

Delinquency signals arrive from the core. Maya works the account inside a compliance perimeter. What surfaces is a payment, a promise, and a record that holds up.

Account signals
Core bankingFiserv DNA · Symitar · FIS
Loan systemsMeridianLink · LOS
DelinquencyDPD · NSF · broken PTP
Hardship flagsSCRA · cease-desist
Cura Engagement Plane
Compliance Engine
system of enforcement
Maya · Voice Agent
system of engagement
What surfaces
Payments captured
Promises to pay
Cure-rate lift
Call-level audit
System layers

Compliance first. Conversation second.

The audit chain records every utterance. The compliance engine clears TCPA, Reg F, and FDCPA before Maya ever dials.
On call
02
System of Engagement
Maya · Agentic Runtime

Verifies identity, assesses hardship, negotiates arrangements, and captures consented payments — escalating to your team with full context when judgment is needed.

Hardship-AwareHuman Handoff
Live Call Signals
Foundation
01
System of Record
Hash-Chained Audit Trail

Append-only and tamper-evident. Every contact, disclosure, utterance, and disposition — recorded, timestamped, and ready for your CCO or examiner.

Every UtteranceTamper-Evident
Audit-Grade Artifacts
The Maya call loop

One account. Two passes. Five gates.

Contact-side gates clear compliance before a word is spoken. Resolution-side gates close the account and write the record.

Contact pass · compliance cleared
Resolution pass · negotiate → record
1
Dial
TCPA · Reg F
2
Verify
Mini-Miranda
3
Negotiate
Hardship-aware
4
Collect
Consented
5
Record
Audit chain
THE MAYA CALL LOOP

5 Stages of an Autonomous Recovery Call

One call, one audit record, organized around what a compliant collector actually does, not a vendor's feature list.

1

Dial

  • TCPA window check (8 AM–9 PM local time) before every dial
  • Reg F 7-in-7 frequency enforcement at the dialer level
  • Cease-and-desist suppression
  • Consent-status verification
  • Call attempt logged with timestamp and outcome
Maya checks calling windows and consent before every dial — a cease-and-desist account never gets called.
2

Verify

  • FDCPA mini-Miranda on every initial contact
  • Multi-factor verification (last 4 of SSN, DOB, or account number)
  • Balance disclosure only after authentication
  • Verification failure routes to retry window or human escalation
  • Third-party answer detection and call termination
Maya authenticates every member before disclosing any account or balance information.
3

Negotiate

  • Natural language balance presentation
  • Payment in full, plan, and deferral options (per institution policy)
  • Hardship detection and arrangement offer
  • Objection detected → clarification response
  • Dispute detection and escalation flag
  • Policy-bounded offer parameters
Maya presents the balance and adapts live to what the member says — never bullying, never misstating the debt, never exceeding configured terms.
4

Collect

  • Live card and ACH payment capture
  • Real-time payment processing (sub-2s confirmation, read back to member)
  • Payment plan scheduling with calendar commitment
  • Payment data tokenized in transit and stored in your VPC
  • Core system posting confirmation
Maya captures payment live and reads back a confirmation number before the call ends.
5

Record

  • Full call recording in your VPC
  • Verbatim transcript stored alongside recording
  • Append-only compliance event log (TCPA, Reg F, FDCPA, cease-and-desist)
  • Outcome record (PTP, payment, escalation, no answer)
  • Recovery dashboard updated in real time
Every call ends with a transcript, a compliance log, and an outcome record — all in your VPC.
WHY CURA

Three Reasons Institutions
Choose Cura

Cura adds the autonomous recovery layer your team does manually today and closes the compliance gap every outbound program carries.

Maya Works the Queue You Cannot Staff.

Credit unions and community banks cannot profitably staff overnight and weekend collections for 30 to 90 day buckets. Maya covers those hours autonomously, with full compliance, and hands off to human agents only where judgment is required.

24/7 CoverageEarly DelinquencyWarm Transfer on Escalation

Compliance Enforced Before Every Dial.

TCPA, Reg F, and FDCPA are pre-dial gates, not post-call audits — a rule-violating call never goes out. Every enforcement event is logged for examination; state overlays apply automatically by member address.

TCPAReg F 7-in-7FDCPAState Overlays

Your Environment. Your Keys. Your Data.

Single-tenant, inside your VPC — recordings, transcripts, payment data, and member information never leave your environment. Under Mode C, even the language model, speech-to-text, and text-to-speech run inside your network. The public demo uses synthetic data only.

Single-Tenant VPCIn-VPC AudioBYOK KMSNo Multi-Tenant SaaS
TRUST LAYER

The Trust Layer No Standalone
Collections Bot Has

Because Cura runs on the same financial-crime platform as your AML and fraud monitoring, it carries capabilities that are structurally impossible for a point-solution collections bot to replicate.

Fraud-Aware, Victim-Safe Collections.

Cura cross-checks AML and fraud signals before every call. A suspected scam, elder-fraud, or account-takeover victim is held for human review — a standalone collections bot only sees the debt; Cura sees the whole member.

Scam-Victim SuppressionATO DetectionHuman Escalation for High-Risk

Proactive Early-Stress Advocate.

Cura reaches current-but-stressed members before they miss a payment, offering a no-penalty hardship option at first contact. Every outreach decision logs a model card and decision rationale, so it stays explainable to an examiner.

Pre-Delinquency OutreachHardship at First ContactExaminer-Explainable

Hardship-First Treatment Catalog.

A configurable menu of options is offered before charge-off, matched to the member situation — not defaulted to whichever closes fastest.

DefermentSkip-a-PayDue-Date ChangePayment PlanRate ReductionLoan ModificationCounseling Referral

Bounded Negotiation Authority.

Maya negotiates only within the settlement-authority matrix you define. Any offer outside those bounds routes to a human with full call context and a tamper-evident audit record — you set the floor.

Configurable Settlement MatrixHuman Routing Beyond AuthorityTamper-Evident Audit

Fair Treatment by Design.

Every collections decision is tested for disparate impact under the four-fifths rule, with an SR 11-7 model card and per-decision explainability — UDAAP and fair-lending defensible from day one, not retrofitted after an exam finding.

Disparate Impact TestingSR 11-7 Model CardsUDAAP Defensible
MAYA

Autonomous, Auditable, and Always Compliant

Maya handles the full recovery conversation, from opening disclosure to payment confirmation. Human agents step in only where judgment is required.

Conducts Natural Recovery Calls

Maya understands natural language, not button presses — a member who says "I lost my job" gets an arrangement offer, not a menu re-prompt.

Verify → Disclose → Negotiate → Pay in one callNo human agent required on the lineEscalation offered any time the member asks

Processes Payments Live

Maya captures card or checking details on the call and reads back a confirmation number before it ends.

Sub-2-second confirmationPayment plan posted to core systemTokenized payment data stays in your VPC

Escalates with Full Context

Maya detects escalation signals — explicit request, distress, dispute, or threat — and offers a warm transfer or scheduled callback.

Transcript pre-populated on agent screenCompliance event log attachedMember never repeats themselves
COMPLIANCE

TCPA. Reg F. FDCPA.
Enforced Before Every Call.

Compliance is a pre-dial gate, not a post-call audit. If a call would violate a rule, Maya does not place it.

TCPA

Calling windows verified against the member address local time (8 AM to 9 PM) before every dial. Consent status checked for mobile numbers. No TCPA violation is possible: the call does not go out if the window is closed.

Reg F 7-in-7

Contact frequency tracked per account across all channels. Maya will not place the 8th call in a 7-day window. The frequency cap is enforced at the dialer level, not as a recommendation.

FDCPA

Mini-Miranda delivered on every initial contact before any account information is disclosed. Cease-and-desist requests logged, flagged, and honored: no further Maya outreach is placed on the account.

State Overlays

California, New York, Wisconsin, and Texas have calling-hour restrictions and disclosure requirements that exceed federal minimums. Cura applies state overlays automatically based on the member address zip code.

Audit defensibility

Every compliance enforcement event is written to an append-only audit log. The log is available for examination on demand and can be exported for regulatory review.

TCPA block
Timestamp, account, phone number, reason (window closed / consent absent). No call placed.
Reg F cap hit
Attempt count, 7-day window start, account. No call placed.
Mini-Miranda
Delivery timestamp and transcript excerpt. Logged for every initial contact.
Cease-and-desist
Member statement, detection timestamp, account suppression applied. No further outreach placed.
Payment captured
Payment amount, method, confirmation number, timestamp. Tokenized data only.
DEPLOYMENT

Three Agent Execution Modes.
One Customer VPC.

Single-tenant in your VPC. Your KMS keys. Your network controls. Member data, call recordings, and payment data never leave your environment.

Mode A: Direct Anthropic API

Standard Anthropic API for the voice language model. Lowest barrier to entry, fastest path to first live call. Suitable for institutions comfortable with cloud LLM inference from within their VPC perimeter.

Mode B: Customer-Cloud LLM

Bedrock, Vertex, or Azure. Your cloud, your model, your compliance posture. No inference data leaves your cloud boundary. Preferred for institutions with existing Bedrock or Azure OpenAI agreements.

Mode C: Sandboxed VPC Agent

Language model, speech-to-text, and text-to-speech all run inside your VPC — no outbound network, ever. Support reaches you only through MCP tunnels you initiate and audit.

How Cura Compares

Frequently Asked Questions

How Maya stacks up against IVRs, auto-dialers, and traditional collections operations.

Cura

See Maya Work a Past-Due Account.
Start to Finish. Compliant. Autonomous.

30 minutes. Working demo on synthetic data. Compliance configuration walkthrough for your institution's rule set. No commitment, no multi-tenant SaaS.

Talk to our team

Tell us a little about your team and we'll set up a walkthrough.