Use casesحالات الاستخدام

One platform, five regulated conversations

Every deployment shares the same spine: the customer's own language, a guardrail policy the institution signs, protective actions that are pre-approved, and a human in the loop for anything the agent must not decide alone. Only the conversation changes.

01

Real-Time Fraud Intervention

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When a bank detects a suspicious login, a stolen card or an anomalous payment, outbound contact is often too slow to change the outcome. The agent calls the customer the moment a risk signal is raised, in their language — identifies itself as the institution's AI, verifies through the bank's approved challenge flow without requesting a PIN or password, executes a pre-approved protective step such as a temporary card freeze, and hands to a human agent for anything irreversible.

WHAT THE AGENT DOES
  • Outbound call within 60 seconds of the risk signal — 61s signal-to-freeze in this demo
  • Identity verified by transaction challenge — PINs, passwords and OTPs are structurally impossible to request
  • Pre-approved protective actions only: temporary card freeze, transfer hold, payee block
  • Warm handoff to the human fraud desk with full bilingual context
IN SCOPE
  • Time-critical calls triggered by a live risk signal
  • Pre-approved protective actions from the signed policy
  • Verification through the bank's approved challenge flow
OUT OF SCOPE
  • Irreversible account actions — decided by the bank's human fraud team
  • Routine reminders and scheduled calls
BUILT FOR
Head of Fraud, retail bankHead of Cards, retail bank
02

Governed Collections & Early Arrears Resolution

Pilot pipelineArabic, Hindi & Urdu voices shipping today — same guardrail engine

Missed loan payments, insurance renewals, expiring ID documents and payment-plan check-ins are commonly outsourced to third-party agencies, which creates conduct risk under CBUAE consumer protection rules. And contact in the customer's own language is not consistently available across a largely expatriate borrower base. This voice channel follows approved treatment strategies without deviation, operates in the languages that base speaks — from Emirati Arabic to Urdu — and records every call.

WHAT THE AGENT DOES
  • Executes the approved treatment strategy exactly — no deviation, no improvisation
  • Four languages live today (EN · AR-Gulf · HI · UR) across an expatriate borrower base
  • Permitted calling hours enforced by configuration; every opt-out honoured and logged
  • Every call recorded with an immutable audit trail
IN SCOPE
  • Scheduled, routine calls about an outstanding or expiring obligation
  • Approved wording only, within permitted calling hours
  • No pressure — every opt-out honoured
OUT OF SCOPE
  • Disputes, hardship claims and vulnerability signals — passed to a human agent
BUILT FOR
Head of Collections & RecoveriesChief Distribution Officer, insurerHead of Compliance Operations
03

Provider Pre-Authorisation Intake & Triage

Reference buildSame guardrail engine, B2B intake flow

Health cover is mandatory across Dubai. Business-to-business callers can hold for extended periods on a pre-authorisation while a patient waits — although a large share of those requests are rule-based decisions. The agent answers the business caller — a clinic, a broker, or a supplier checking onboarding — takes the full request, checks it against the applicable rules, and prepares the decision for a qualified employee to approve, so the caller receives an answer on the same call. A later phase allows the clinic's agent to call the insurer's agent directly, subject to separate written authorisation.

WHAT THE AGENT DOES
  • Takes the complete pre-auth request over one call — no hold queues for rule-based cases
  • Checks the request against written rules and prepares the recommendation
  • A qualified employee approves every authorisation or denial before it is issued
  • Caller hears the decision on the same call
IN SCOPE
  • Business-to-business calls where the answer follows from written rules
  • Agent prepares the recommendation; humans approve the outcome
OUT OF SCOPE
  • Agent-to-agent dialling — removes the human from the call and requires its own written sign-off
BUILT FOR
Chief Claims Officer, health insurerHead of Broker DistributionHead of SME Banking
04

Support Through Difficult Moments

Reference buildCase-state engine, multi-call memory

Bereavement, serious illness and job loss trigger account freezes, succession requirements and claims processes. These are typically handled by separate departments, requiring the customer to repeat their circumstances at each step. One agent handles the case end to end: the customer explains once, the agent retains the context, tracks required documents and status, provides updates over the duration of the case, and refers any legal or financial question to a qualified person.

WHAT THE AGENT DOES
  • The customer explains once — context carries across every later call
  • Document checklist and case status tracked and proactively updated
  • States the institution's published process and document requirements as fact
  • Legal and financial advice questions are handed to a qualified person
IN SCOPE
  • Long-running, sensitive cases handled across multiple calls
  • Process information stated from the institution's published facts
OUT OF SCOPE
  • Legal or financial advice — always routed to a qualified person
BUILT FOR
Head of Customer Experience, retail & private bankChief Claims Officer, life insurer
05

Multilingual Everyday Servicing

Pilot pipelineAll four voices live in the demo today

The UAE is one of the world's largest outbound remittance markets. Retail phone channels typically operate in English and Arabic, which leaves a substantial share of customers unable to obtain a factual answer to a routine question. This line answers everyday queries in the language the caller uses: the posted remittance rate, the status of a transfer, or the entitlements attached to a salary card.

WHAT THE AGENT DOES
  • Answers in the caller's language — four live today, selected per customer profile
  • Factual answers only, sourced from published information
  • Posted remittance rates, transfer status, salary-card entitlements
  • One call, one answer — no queue, no language surcharge
IN SCOPE
  • Factual questions answered in a single call from published information
OUT OF SCOPE
  • Product recommendations or financial decisions — advice requests and complaints route to a human agent
BUILT FOR
Chief Operating Officer, exchange houseChief Customer Officer, insurerHead of Retail Banking
Hear the platform speak

Four languages, three triggerable fraud cases, one guardrailed engine — 61 seconds, signal to freeze.