Industries · Fintech

Scale operations without compliance risk — banks & fintech

Resolve 80%+ of tier-1 calls with compliance-guardrailed AI employees — built for regulated workloads and the languages your customers speak.

+10–15%
AOV uplift
80%+
Tier-1 inquiries automated
+15–25%
Cart / payment recovery
>5×
Customer ROI
Industry benchmarks observed across AgentUnicorn deployments and comparable programs.
Use cases

Where AI employees take the load

12 workflows live in production across customer, sales, and back-office.

  • Support tier-1
  • Inbound sales
  • Verification
  • Qualification
  • CRM sales
  • Cross-sell
  • Upsell
  • Coach (360°)
  • Assessor (360°)
  • Soft collections
  • NPS
  • Win-back
Typical roles to hire

One platform. New role = config, not code.

15 ready-to-deploy roles. Add a new one without changing your stack.

  • Tier-1 support
  • Claim intake
  • Inbound sales
  • Qualification
  • Pre-scoring
  • Outbound CRM-triggered sales
  • Employee support & HR
  • Soft collection
  • Debt reminder
  • KYC
  • AML
  • Transaction verification
  • HR screening
  • Employee training
  • Custom role
Customer lifecycle

AI squad in the loan lifecycle

One platform, eight specialized agents, one continuous journey for high-volume, personalized lending.

Customer enters
  1. First contact & qualification
    Sales AgentCRM, product catalog

    Pitches product, collects data, logs to CRM.

  2. Real-time pre-scoring & routing
    Sales AgentDecision engine, credit bureau, anti-fraud

    Instant steering based on real-time signals.

  3. Document collection & KYC/AML
    Onboarding AgentLOS, OCR, KYC/AML

    Guides docs, verifies identity, screens sanctions.

  4. Underwriting clarification
    Verification AgentLOS / underwriting workspace

    Gathers follow-up details.

    Human request
    Risk Officer
    Owns credit decision; handles high-risk cases.
  5. Offer, consent & disbursement
    Onboarding AgentLOS, core banking

    Final offer, records consent, triggers disbursement.

    Human handoff
    Approvals above policy threshold
    Pause for human sign-off.
  6. Loan servicing & support
    Servicing AgentCore banking, payments

    24/7 inbound answers on balance, payments, statements.

  7. Risk-based payment reminders
    Retention AgentBehavioral/risk scoring, payments

    Proactive, well-timed outreach to at-risk accounts.

  8. Soft collections & refinancing
    Collections AgentCollections system, payments

    Empathetic conversation, negotiates plans within guardrails.

    Human handoff
    Human specialist
    Hardship, complaints, and vulnerable cases.

The AI carries the volume. Your people make the judgment calls.

Stack

Reuse what works. Replace what doesn't.

We slot into your existing telephony, KB, and CRM — or replace the components holding you back. Both deployment modes available: cloud SaaS or on-prem.

Telephony / SIP / messengers
Dialer
Conversational / speech analytics
ASR (STT) / TTS stack
Knowledge base / search / RAG
LLM for your languages
Perfect fit: on-prem 15+ conversational FTE (actual or target, multiple roles); cloud 3+ FTE.
Integration scope

Connect to the systems that decide outcomes

Minimum pilot integration: one telephony path, plus one knowledge source, customer-action API, or CRM/ticketing workflow.

Telephony
SIP / PSTN / WebRTC · Twilio, Aircall, Talkdesk
Text channels
Messengers, WebChat, AppChat, VoiceChat
Operations
Tickets, cases, callbacks · Zendesk, Jira, Service Desk
Customer data
CRM, CDP, customer profiles
Core workflows
Eligibility, payments, orders · custom APIs and data mart
Deployment & security

Your infrastructure, your data, your rules

On-prem / private cloud
  • Full data sovereignty — runs in your data center
  • For regulated and low-resource environments
  • Source-code and extra-FTE licensing options
  • Enterprise on-prem setup in weeks
Cloud SaaS / your cloud
  • Fastest go-live — managed and auto-scaling
  • Live in days for mid-market and enterprise
  • Same runtime, same roles, same guardrails
  • New role or vertical = config and knowledge bases, not code
Security & compliance
  • In-country data residency
  • Rule-locked compliance steps and full audit trail
  • Highload, PCI-DSS-grade architecture experience
  • Call recording, redaction, QA scoring, and incident review
Guardrails

Guardrails are part of the runtime, not a checklist

Enterprise agents need deterministic boundaries around what they can say, what they can do, when they must ask for clarification, and when they must escalate.

1
Policy

Approved scripts, prohibited claims, regulatory wording, jurisdiction rules.

2
Identity & permissions

Who the agent is talking to, what it may disclose, and which actions it may take on your systems.

3
Runtime checks

Grounding, contradiction detection, generated-response checks, refusal logic.

4
Human handoff

Escalation triggers, call summary, disposition, and next-step routing.

Typical pilot plan

Designed for business validation

Week 1
Scope
Select one role, process, product, call types, and KPI targets.
Weeks 2–3
Build
Connect telephony, knowledge sources, and one action API. Configure persona, stages, and compliance steps.
Weeks 4–5
Live traffic
Run controlled pilot traffic with QA scoring, transcript review, and script iteration.
Week 6
Decide
Review containment, conversion/recovery, quality, and compliance exceptions against agreed thresholds.
Required inputs from you
  • Call recordings / scripts
  • Compliance policies
  • Knowledge base
  • Pilot traffic rules
  • Tool / API access
  • KPI baseline

Success decision: expand if the pilot beats agreed thresholds on containment, conversion or recovery, quality, and compliance exceptions.

Start a Fintech pilot

Request pricing for your pilot

Six questions, under a minute. We respond within one business day to schedule a scoping call, where pricing terms are discussed.

Full request form →
FAQ

Fintech questions, answered

How does AgentUnicorn handle compliance for regulated financial services?
Voice AI employees may run with rule-locked scenarios and guardrails for compliance-sensitive steps (KYC, AML, disclosures), with full call recording, redaction, and audit trails. Deployment can be fully on-prem to keep PII and transaction data inside your perimeter.
Can AI employees verify identity and authenticate customers?
Yes — KYC, AML screening, transaction verification, and step-up authentication are standard roles. The agent integrates with your IDV, core banking, and fraud systems to verify and act in the same call.
How fast can we go live for a bank or lender?
Production deployments typically take a few weeks. Adding a new role (collections, win-back, cross-sell) is configuration on the same platform — you don't rebuild the agent.
Which languages are supported for fintech deployments?
Standard global languages plus regional languages where we train custom ASR/TTS/LLM models to close the gap public models leave for local dialects and financial terminology.

Get pricing for Fintech

Share your deployment preference, languages, and target FTE. We'll respond within one business day to schedule a scoping call.