INTERACTION ANALYTICS

Business Intelligence

Get complete visibility into every customer call, chat and automated interaction in one clear dashboard. INVOQ transforms daily contact center conversations into instant quality scores, customer sentiment trends and team performance insights.

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100% Interaction Coverage

Audits every voice call and digital thread autonomously, eliminating legacy manual sampling limits.

< 500ms Telemetry Sync

Ingests live streams directly from our Speech-to-Text pipeline and Omnichannel Platform.

4-Factor Quality Scoring

Algorithmic calculation of Communication, Resolution, Professionalism and Overall Interaction Quality.

Zero Cross-Border Data Transit

Operates strictly within local sovereign cloud environments via Flexible Deployment.

OPERATIONAL CAPABILITIES

Deep Dive into the Functions

Eliminate blind spots with 100% conversational auditing, live queue telemetry, frontline wellbeing indicators and closed-loop enterprise orchestration.

Interaction Analysis & Quality Auditing

INVOQ indexes 100% of interactions through deep conversational ingestion. As calls terminate or digital sessions close, the engine immediately compiles an executive summary, extracts chronologically ordered key discussion points and classifies conversations into structured business topics.

Sentiment Drift & Agent Wellbeing

INVOQ’s live interaction registry tracks incoming sessions by caller ID, assigned agent, language model and real-time resolution indices. Direct integration with Customer Sentiment Analysis applies instant polarity tags (Positive, Neutral, Negative), alerting supervisors when queue stress escalates.

Cross-Platform Integration & AI Orchestration

INVOQ’s Business Intelligence layer acts as the centralized brain connecting every modular platform capability. Transcripts from the AI-Conversational IVR, customer chats from WhatsApp Conversations, inbound inquiries from Email Management and campaign streams from Outbound Voice feed continuously into central data lakes via Smart Integrations.

Dashboard > Home
My Stats
Customer Insights
Interaction Analysis
Agent Wellbeing
Connected RT
580
Missed RT
79
ASA
:14
Happiness
😊 63%
FCR
24%
Escalation Risk
16%
RT
68% Service Level ▼
Sentiment Distribution
Positive Neutral Negative
By Channel
Sentiment FCR
6040200
Chat
Voice
Happiness Trend Sentiment
❤️ 😊 😐
Most talked about
chat cause first portal soft AI call
Real-Time Ingestion Active
Last Updated: 04/17/26 - 13:35:34
Dashboard > Home
My Stats
Customer Insights
Interaction Analysis
Agent Wellbeing
Recent Interactions Click row to open analysis →
UID Agent Language Sentiment Score Queue
200829657460 Sheethal en Neutral 63% GOV Chat POD2
390829633179 Sheethal en Neutral 52% YellowKart Chat POD2
008001303217 Sheethal en Positive 100% Gov V POD2
170829545377 Sheethal en Neutral 86% YellowKart Chat POD2
008001249317 Sheethal en Negative 54% BlueLine V POD2
300829040730 Reema en Negative 53% GOV Chat POD1
008001150517 Reema en Positive 56% Gov V POD1
828948000 Sheethal en Neutral 61% BlueLine Chat POD2
Real-Time Ingestion Active
Last Updated: 04/17/26 - 13:38:20

Interaction Analysis

Summary

The conversation began with the agent introducing themselves as Sheethal and asking how they could assist the user. The user requested a delivery before noon, to which the agent confirmed.

Key Points
  • User requested delivery before noon.
  • Agent confirmed the delivery request.
  • User expressed gratitude and ended the conversation.
Topics
Delivery Customer Service
Keywords
Sheethal delivery agent noon user thanks
Quality Assessment
Overall 82%
Communication 82%
Resolution 82%
Professionalism 82%
😊 Positive
Transcript
Agent 13:17:59

Hello, I am Sheethal. How can I assist you today?

Customer 13:18:30

deliver pizza before noon

Agent 13:18:45

sure

Customer 13:18:52

thanks bye

Forensic Audit Verified
100% Ingestion Recorded
ENTERPRISE INTELLIGENCE IN ACTION

Proven Impact Across Regional Sectors

See how leading organizations turn everyday customer conversations into strategic visibility, complete compliance and faster service.

01 Banking & Financial Services (BFSI)

Banking & Financial Services (BFSI)

01
Dispute Resolution, Regulatory Checks & Customer Retention
OPERATIONAL FOCUS

When customers call about a disputed charge or transfer error, every second counts. INVOQ automatically audits every conversation in Arabic and English, verifying that agents read mandatory regulatory disclosures while catching signs of customer frustration before accounts are closed.

BUSINESS INTELLIGENCE IN ACTION
  • 100% Automated Call Auditing: Replaces random manual sampling by scoring every dispute and support call against Central Bank compliance guidelines.
  • Mandatory Script Verification: Instantly verifies that required disclosures, fees and security warnings are read clearly in Arabic or English without manual QA overhead.
  • Early At-Risk Account Alerts: Identifies rising dissatisfaction and account friction early, helping relationship managers step in to retain valuable clients before they leave.
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02 Master-Planned Real Estate

Master-Planned Real Estate

02
Investor Care, Handover Tracking & Snagging Cycles
OPERATIONAL FOCUS

Property handovers and off-plan launches generate massive conversation volumes. INVOQ organizes investor calls and WhatsApp messages by project and unit number, giving developer leadership instant visibility into contractor delays, repair issues and buyer mood.

BUSINESS INTELLIGENCE IN ACTION
  • Unit-Level History: Groups every phone call, email and WhatsApp inquiry under specific villa or apartment numbers so agents have full context immediately.
  • Milestone Satisfaction Tracking: Tracks buyer mood across key stages—from installment schedules and title deeds to final key handover—spotting friction before it escalates.
  • Contractor & Defect Insights: Uncovers repeated maintenance complaints and snagging bottlenecks across contractor teams, helping project managers resolve issues early.
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03 Government & Public Utilities

Government & Public Utilities

03
Citizen Inquiries, Service SLAs & Sovereign Data Privacy
OPERATIONAL FOCUS

Public sector contact centers handle thousands of daily inquiries across diverse regional accents. INVOQ listens to citizen calls, transcribes local Arabic dialects accurately and automatically categorizes service requests so municipal teams resolve cases within national service standards.

BUSINESS INTELLIGENCE IN ACTION
  • Dialect-Native Classification: Automatically routes requests spoken in Arabic to the right municipal department without manual sorting.
  • Live Service SLA Tracking: Gives department heads real-time dashboards on response times, queue volume and first-contact resolution rates across citizen touchpoints.
  • 100% In-Country Data Security: Processes and stores every citizen interaction strictly within local sovereign cloud infrastructure, fully complying with UAE PDPL and GCC government data mandates.
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Turn Customer Conversations into Clear Business Decisions

Speak with our team to see how INVOQ automatically audits call quality and tracks satisfaction,
giving leadership complete operational visibility without manual spreadsheets.