MULTILINGUAL ORCHESTRATION

Multilingual CX Platform

INVOQ brings true native fluency to every interaction, capturing the exact intent behind regional Arabic and everyday English without delays or awkward misunderstandings.

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Word Error Rate (WER)

Benchmark accuracy across Khaleeji and Arabizi phonetic streams.

Cross-Lingual Latency

Real-time semantic decoding across simultaneous voice and text interactions.

Regional Accents & Dialects

Native comprehension of Gulf varieties and English.

100% In-Region Data Residency

Zero cross-border data transit, compliant with UAE PDPL, CBUAE and Saudi SAMA cybersecurity frameworks.

CORE ENGINE CAPABILITIES

Deep Dive into the Functions

Purpose-built linguistic modeling engineered to eliminate intent collapse, synchronize cross-lingual agent context and automate multi-dialect compliance auditing across contact centers in the MENA region.

ACOUSTIC ENCODING

Dialect-Native Acoustic Parsing & Code-Switching Ingestion

Regional callers alternate fluently between Arabic and English mid-sentence ("Check al-balance fi al-account please"). INVOQ dynamically isolates phonemic boundaries to prevent automated intent collapse across voice and WhatsApp Conversations.

BENCHMARK < 220ms Phonemic Boundary Lock
REAL-TIME HUD SYNC

Cross-Lingual Telemetry & Real-Time Agent Guidance

INVOQ feeds phonetic tone matrices directly into Customer Sentiment Analysis. Normalized MSA and English transcripts stream simultaneously into the Agent Workspace and Productivity console, while Aura AI for Agents delivers localized objection guidance.

HUD STREAM Synchronized Bilingual Ingestion
COMPLIANCE ASSURANCE

Automated Multilingual Taxonomy & QA Benchmarking

INVOQ normalizes diverse regional transcripts straight into the Automated QA Bot and Agent Interaction Analysis. The platform continuously audits regulatory disclosure and script conformity across every Arabic accent.

COVERAGE 100% Multi-Dialect Interaction QA
LIVE WORKSPACE SIMULATOR
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Interaction Analysis

Summary EN Translated

The customer sought information on taxi fares and booking options, transitioning from English to Arabic during the conversation.

Key Points
Topics
  • Taxi Services
  • Airport Services
  • Vehicle Options
  • Booking Process
  • Customer Service
Keywords
bot how let say yes book taxi dubai airport تسع حجز فان فيه كيف أعرف احجز
😊
Positive
Transcript
Agent
Hello this is dubai taxi customer service how can i help you. Today.
07:59:09
Customer
Hello?
07:59:17
Agent
Hi there how, can i assist you today.
07:59:20
Customer
what to do started.
07:59:25
Agent
I understand you might be having an issue. Could you please tell me more about what's happening.
ENTERPRISE TELEMETRY IN ACTION

Industry Use Cases

See how INVOQ eliminates linguistic friction across banking, real estate and public sector services

01 Banking & Finance

Banking & Finance

01
Sharia Compliance & Bilingual Contracts
OPERATIONAL FOCUS

Automatically parses Sharia-compliant terminology, Murabaha contracts and bilingual wire instructions without misinterpreting regional financial phrasing.

MULTILINGUAL CX EXECUTION
  • Dialect & Sharia Terminology: Fine-tuned acoustic encoders comprehend specialized Islamic financial structures without phonetic breakdown.
  • Bilingual Code-Switching Ingestion: Resolves simultaneous Arabic-English phrasing during identity verification and cross-border transactions without tripping routing logic.
  • Live Agent Guidance: Transmits normalized transaction summaries and compliance-approved responses directly onto the Agent Workspace.
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02 Master-Planned Real Estate

Master-Planned Real Estate

02
Multilingual Investor Care & Handover Support
OPERATIONAL FOCUS

Instantly translates snagging issues and payment schedule inquiries across Arabic and English on voice calls and messaging apps.

MULTILINGUAL CX EXECUTION
  • Cross-Channel Dialogue Translation: Consolidates multilingual interactions across voice channels and WhatsApp Conversations into a single translated thread.
  • Technical Property Lexicon: Accurately translates regional construction snagging terminology and milestone schedules between English and GCC Arabic.
  • Dialectal Sentiment Triggers: Detects passive frustration markers in regional dialects via Customer Sentiment Analysis and auto-escalates VIP investor tickets through Smart Routing.
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03 Government & Public Utilities

Government & Public Utilities

03
Dialect-Native Citizen Services & Taxonomy Mapping
OPERATIONAL FOCUS

Transcribes citizen service requests and municipal utility disputes in Emirati and Khaleeji phrasing, mapping queries directly to structured administrative taxonomies.

MULTILINGUAL CX EXECUTION
  • Vernacular Phonetic Ingestion: Accurately transcribes Emirati and Gulf Arabic dialects across municipal contact lines via Speech-to-Text.
  • Administrative Taxonomy Classification: Categorizes unstructured citizen complaints and billing disputes into structured governmental workflows automatically.
  • Intelligent Route Escalation: Passes verified citizen context from the AI-Conversational IVR directly to senior case officers alongside complete bilingual transcripts.
Explore Citizen Engagement Solutions
ECOSYSTEM SYNCHRONIZATION

Interconnected Platform Synergies

Purpose-built modular architecture designed to eliminate operational silos and synchronize live interaction context across the entire INVOQ ecosystem

AUDIT AUTOMATION

Automated QA Bot

Feeds call acoustic markers into Automated QA Bot to eliminate manual scorecard grading.

IN-CALL GUIDANCE

Agent Workspace and Productivity

Injects real-time sentiment alerts into the Agent Workspace and Productivity interface to guide frontline dialogue.

FLOOR ESCALATION

Supervisor Console

Drives automated supervisory escalations on the Supervisor Console for immediate floor intervention.

EXECUTIVE METRICS

Performance Management & BI

Correlates emotional telemetry against agent handling metrics inside Performance Management and Business Intelligence.

MODEL TUNING

AI Instruction Manager

Informs continuous training updates inside the AI Instruction Manager to optimize bot responses based on real customer reactions.

Power Your Contact Center with Dialect-Native Multilingual Intelligence

Connect with our solutions engineering team to evaluate live Arabic-English code-switching.