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CX Intelligence · KRC

The CEO's
CX Cockpit.
Questions → Answers.

Ask any business question about your customers. Get precise, leadership-ready answers — instantly, from your own data.

"What are our customers really telling us?" — KRC was built to answer that question at the speed of a conversation.

KRC — Konnect Research Cloud CEO Mode
Why is customer trust declining in Q3?
📦 What product issues are customers complaining about most?
⚠️ Which accounts are at highest churn risk this month?
📡 How does our brand perception compare to competitors?
👥 Should we hire more agents or invest in automation?
KRC Answer — Trust Analysis Q3
Trust declined 14% in Q3, driven primarily by payment failure complaints (+38%) and delayed resolution times in the Delhi and Mumbai clusters. 73% of affected customers also had a prior unresolved social mention. Recommended action: SLA review + proactive outreach to 847 at-risk accounts.
-14%
Trust score Q3
▼ Alert
847
At-risk accounts
⚠ Action
+38%
Payment complaints
▼ Spike

🗂️
CX Operations layer
Tickets · Responses · SLA tracking · Agent reports
📡
Listening & Analytics layer
Social signals · Sentiment · Campaign · Competitor data
The gap
Raw data · Dashboards · Operational metrics
Leadership still asks: "But what does this actually mean?"
🧠
CX Intelligence — KRC
Natural language Q&A · Strategic signals · Executive-ready insights
💡
KRC is not a CX feature. It is CX Intelligence — a research layer that turns millions of customer conversations into decisions leadership can act on today.
What is CX Intelligence?

Your CX teams have data.
Leadership needs answers.

Most CX platforms were built for agents and supervisors — not for CEOs, CMOs, or boards making strategic decisions. They measure activity. They rarely explain reality.

📊
Beyond dashboards
Dashboards show you what happened. CX Intelligence tells you why it happened, who is at risk, and what to do next.
🔬
KRC — Konnect Research Cloud
A research intelligence layer built on your brand's own data. Ask any business question in plain English. Get board-level answers instantly.
From weeks to seconds
What once required weeks of analyst work — trend analysis, competitive benchmarking, VoC summaries — now takes seconds.

How it works

From Conversation to C-Suite Decision

KRC ingests every customer signal — support tickets, social posts, reviews, call transcripts — and surfaces the intelligence leadership actually needs.

🎙️
Capture
Every conversation across social, support, calls, reviews — ingested in real time
🧬
Structure
AI clusters topics, detects sentiment, identifies patterns and anomalies
💬
Ask
Ask any business question in plain English — no SQL, no analyst needed
🎯
Decide
Receive board-ready answers, risk signals, and recommended actions
📦
Product intelligence
Surface product issues before engineering dashboards do. Know exactly which features are causing friction and for which segments.
"Customers in the 25–34 age segment are flagging checkout bugs 3× more frequently than last month."
⚠️
Customer risk signals
Predict churn before it happens. KRC combines support + social + sentiment patterns to score account risk in real time.
"12 enterprise accounts show combined negative social + unresolved tickets — high churn probability this quarter."
📡
Brand & competitive intelligence
Understand brand perception vs reality. Track how social signals differ from internal metrics and benchmark against competitors.
"Your NPS is +42 internally, but public sentiment on delivery has declined 18% over the past 6 weeks."
👥
Workforce & WFM insights
Should you hire more agents or invest in automation? KRC analyses conversation volumes, resolution patterns, and agent efficiency to answer.
"Hiring 10 more agents in the current mix will only reduce backlog by 8%. Automation would reduce it by 34%."
🏢
Operational risk detection
Hidden operational risks — seasonal spikes, channel bottlenecks, policy failures — are surfaced before they become crises.
"Refund policy language is generating 4× more escalations than any other issue in fintech accounts."
📋
Executive summaries
Board-ready reports generated automatically. No analyst needed. Present CX intelligence at the leadership table with confidence.
"Monthly CX Intelligence brief — 3 strategic opportunities and 2 risk areas identified from 2.4M conversations."
Platform capabilities

What CX Intelligence
Unlocks for Your Teams

Six core capabilities that transform how your organisation understands and acts on customer intelligence.

🗣️
Natural language Q&A
Ask complex business questions in plain English. No SQL, no technical expertise, no waiting for analysts.
"What are our top 3 friction points for first-time customers this month?"
🧠
AI-powered sentiment & intent
Understand not just what customers say, but how they feel — including sarcasm, frustration, and urgency signals.
"Detect early frustration signals before they escalate to social complaints."
📈
Competitive benchmarking
Track how your brand perception compares to competitors across social, reviews, and digital mentions in 190+ languages.
"How does our delivery sentiment compare to Competitor A across the last 90 days?"
Predictive risk scoring
Combine support history, social signals, and sentiment trends to predict churn, crises, and operational risk before they materialise.
"Score every enterprise account by churn probability based on last 30 days of signals."
🎯
Executive dashboards & reports
Dynamic dashboards generated from plain-language prompts. Instantly turn CX data into board-ready visual summaries.
"Generate a monthly CX intelligence brief for the leadership team."
🔗
Omnichannel signal unification
Stitch together social, support, calls, reviews, and chatbot data into a single intelligence layer. No silos.
"Give me a 360° view of Acme Corp across every channel we have data on."

Who it's for

Questions That Every Leader
Has Been Asking

KRC was designed for leaders who need intelligence, not just data. Here's how each role gets value.

CEO / Board
"What is actually happening with our customers right now?"
Why is trust improving or declining?
Where is operational risk quietly building?
How are competitors shaping perception?
Executive-ready CX intelligence summaries
CMO / Marketing
"Which campaigns drove real sentiment — and which didn't?"
Campaign sentiment vs. stated KPIs
Share of voice vs. competitors
Influencer and channel effectiveness
Brand perception gaps across segments
CX Leader / CCO
"Should I hire more agents or invest in automation?"
Workforce planning based on signal volume
Agent productivity vs. conversation outcomes
Channel bottleneck identification
Predict churn risk by account cluster
Questions & answers

Everything You Need to Know
About CX Intelligence & KRC

Browse by topic or search below. Every question your leadership, IT, and CX teams typically ask — answered.

Understanding CX Intelligence & KRC
The fundamentals — what it is, how it differs, and why it matters for leadership.
What exactly is CX Intelligence, and how is it different from a CX dashboard?
+

CX dashboards show you what happened — ticket volumes, response times, sentiment scores. CX Intelligence tells you why it happened, who is at risk, and what to do next.

The distinction matters enormously at the leadership level. A dashboard requires an analyst to interpret it. CX Intelligence — through KRC — is designed to be queried directly by a CEO or CMO in plain English, and returns a decision-ready answer in seconds.

Dashboard

CSAT dropped 6% this month

Ticket volume up 18%

Average handle time: 4.2 mins

CX Intelligence

CSAT dropped due to payment failure spike in 25–34 segment

8 accounts now at high churn risk

Recommended: SLA review + proactive outreach

What is KRC — Konnect Research Cloud?
+

KRC (Konnect Research Cloud) is the CX Intelligence layer of the Konnect Insights platform. It is a research intelligence engine that ingests millions of customer interactions across every channel and makes them queryable by leadership in natural language.

Think of it as your brand's private "Ask Me Anything" engine — with Perplexity-level capability, built entirely on your own secure, proprietary data. No generic AI. No external data leakage. Answers come from your customers, not the internet.

KRC Intelligence sources
Support tickets
85%
Social mentions
72%
Reviews & surveys
58%
Call transcripts
44%
How is KRC different from traditional social listening tools?
+

Social listening tools monitor what people are saying about your brand in public. KRC goes much deeper — it unifies your private support conversations, your internal CRM, your social signals, and your call centre data into a single intelligence layer.

The result: you're not just tracking brand mentions. You're understanding the full arc of customer experience — from first contact to churn risk — and surfacing the patterns that drive strategic decisions.

Who is KRC designed for — agents, managers, or executives?
+

KRC is specifically designed for senior leadership — CEOs, CMOs, CXOs, and board members who need CX intelligence, not CX operations data. The rest of the Konnect Insights platform (ticketing, listening, analytics) serves agents and managers. KRC serves the C-suite.

That said, insights analysts and strategy teams also use KRC heavily for competitive research, VoC synthesis, and quarterly intelligence briefings that feed into board presentations.

Why can't we just use our existing BI tools and dashboards for this?
+

BI tools answer structured questions about structured data. CX conversations are unstructured — sentiment, intent, frustration, and trust can't be captured in a spreadsheet or a SQL query.

KRC uses NLP and AI models trained on CX data to interpret the emotional and strategic meaning of millions of conversations — then surfaces insights in natural language. Your BI tool can tell you ticket volume went up. KRC tells you why customer trust is declining and what to do about it.

How KRC Works
The technical and practical details of how the intelligence engine operates.
What data sources does KRC connect to?
+

KRC connects to every data source within the Konnect Insights ecosystem — which covers social media channels (Twitter/X, Instagram, Facebook, LinkedIn, YouTube), support ticketing, email, WhatsApp, app store reviews, web mentions, news, call transcripts, and chatbot conversations.

Through integrations, KRC can also pull in data from Salesforce, HubSpot, Zendesk, and other CRMs to give a truly unified 360° view.

Twitter/XInstagramFacebookLinkedInYouTubeSupport ticketsEmailWhatsAppApp Store reviewsNews & blogsCall transcriptsSalesforceHubSpot
How does KRC understand natural language questions?
+

KRC uses a combination of large language models fine-tuned on CX conversation data, NLP (Natural Language Processing) trained on customer service interactions, and a proprietary query engine that maps plain English questions to structured queries across your data.

Unlike generic AI tools, KRC only draws on your brand's own data — meaning answers are specific, accurate, and confidential. It cannot hallucinate answers based on the internet; every response is grounded in real conversations from your customers.

How quickly does KRC generate insights?
+

Most intelligence queries return answers in seconds. Real-time signals (social mentions, new tickets, live sentiment) are available instantly. Historical trend analysis and large-scale VoC synthesis across millions of conversations typically completes in under a minute.

For scheduled reports (weekly CX briefs, monthly board summaries), KRC can be configured to auto-generate and distribute them to specified stakeholders at any cadence.

Does KRC support multiple languages?
+

Yes. Konnect Insights' underlying platform supports 190+ languages for listening and analytics. KRC inherits this coverage, meaning you can ask questions about customer sentiment in Arabic, French, Spanish, Japanese, or any other supported language — and receive intelligence in your preferred language.

For global enterprise teams, this means a single intelligence query can surface insights from regional markets simultaneously, removing the need for separate regional research teams.

CX Intelligence Use Cases
Real examples of how enterprise teams use KRC to make faster, smarter decisions.
How can a CEO use KRC in a weekly leadership meeting?
+

A CEO can open KRC before any leadership meeting and ask questions like: "What are the top 3 customer issues from this week?", "Which markets are showing the highest churn risk?", or "How has our brand perception changed since the product launch?"

KRC returns structured, data-backed answers with supporting charts that can be shared directly in the meeting. No analyst prep, no manual reports — just questions and answers from your customers' own voice.

How does KRC help predict and prevent customer churn?
+

KRC monitors support interactions, social signals, and sentiment patterns simultaneously. When an account shows a combination of unresolved tickets, negative social mentions, and declining sentiment scores, KRC flags it as a churn risk — often weeks before traditional CRM systems would detect it.

This early warning allows CSMs to intervene proactively, turning potential churns into retention opportunities. Enterprise teams using KRC report identifying churn signals 3–4 weeks earlier than before.

Can KRC surface product feedback that goes directly to the product team?
+

Absolutely. KRC clusters product-related signals from support tickets, app reviews, and social mentions — and surfaces structured product feedback themes that can be directly fed into roadmap discussions. No more manual tagging of tickets or reading through thousands of reviews.

Product teams can subscribe to a weekly "product signals brief" generated by KRC, showing the top recurring issues, feature requests, and positive feedback sorted by volume and sentiment impact.

How can marketing teams use CX Intelligence for campaign analysis?
+

Marketing teams can ask KRC to analyse the sentiment impact of any campaign — not just engagement metrics, but how people actually felt about the messaging, which segments responded positively, and whether any claims in the campaign generated customer complaints downstream in support.

This closes the loop between marketing performance and real customer experience — giving CMOs a full-funnel view of how campaigns translate into actual customer sentiment and trust.

Can KRC help with workforce planning decisions?
+

Yes — and this is one of the most powerful and underused applications. KRC can analyse ticket volumes by channel, time of day, issue type, and agent handling patterns to model the impact of hiring decisions vs. automation investments.

Rather than guessing, a CX leader can ask: "If we hire 15 more agents next quarter, what will our backlog reduction be vs. deploying an AI chatbot for the top 3 issue categories?" KRC runs the model and gives a data-backed recommendation.

Data Privacy & Security
How KRC handles your data — with enterprise-grade security and compliance built in.
Is my customer data used to train shared AI models?
+

No. KRC is built on your brand's private, proprietary data only. Your customer conversations, support tickets, and social signals are never used to train models shared with other customers or exposed to external AI systems.

This is a fundamental design principle of KRC — it operates as your brand's private intelligence engine, not a shared cloud AI. Every answer is grounded in your data, and your data only.

What compliance certifications does Konnect Insights hold?
+

Konnect Insights is GDPR compliant, ISO certified, SOC2 audited, and HIPAA ready. Data is stored in secure, regionally compliant data centres with options for EU, US, UAE, Saudi Arabia, and other regions based on your requirements.

For enterprise customers with specific data residency requirements, Konnect Insights provides full transparency on data location and handles all data in accordance with local regulations including CCPA and other applicable laws.

GDPR CompliantISO CertifiedSOC2 AuditedHIPAA ReadyCCPAEnd-to-end encryptionRole-based accessMFA
Where is my data stored, and can I choose the region?
+

Konnect Insights offers flexible data residency options. Secure, compliant data centres are available in multiple regions — EU, US, UAE, Saudi Arabia, and others — ensuring full adherence to your country or region's specific data residency requirements.

You retain full control over where your data lives, and Konnect Insights provides complete transparency about data location and handling practices.

How does KRC handle PII in customer conversations?
+

KRC applies automatic PII detection and masking across ingested data. Names, email addresses, phone numbers, and other personally identifiable information are redacted before being processed through the intelligence layer — ensuring compliance with GDPR and equivalent regulations.

Role-based access controls mean that analysts and executives only see the intelligence outputs appropriate to their access level, not raw customer data.

Getting Started with KRC
Implementation, onboarding, and what to expect in your first weeks with KRC.
How long does it take to implement KRC?
+

Most enterprise customers have KRC operational within 2–4 weeks. The onboarding process covers data source connection, historical data ingestion, access configuration, and a structured onboarding session with the customer success team to train leadership on how to query effectively.

Konnect Insights provides a dedicated implementation team and a 30-day onboarding programme designed to ensure your leadership team is getting value from KRC from day one.

Do we need technical expertise to use KRC?
+

No technical expertise is required to use KRC as a leadership tool. Queries are entered in plain English — no SQL, no coding, no configuration. The interface is designed to be used directly by a CEO or CMO without any analyst support.

Implementation does require a brief technical setup to connect data sources, which the Konnect Insights team handles as part of onboarding. Once live, the day-to-day experience is fully non-technical.

Can KRC integrate with our existing CRM and helpdesk?
+

Yes. KRC integrates with thousands of applications through the Konnect Insights Marketplace, including Salesforce, HubSpot, Zendesk, Microsoft Dynamics, and most major CCaaS platforms. Custom integrations are also available via REST APIs and webhooks.

The goal is to make KRC the intelligence layer that sits on top of your existing stack — not to replace it. Your CRM, helpdesk, and analytics tools continue to operate as before; KRC simply adds a strategic intelligence layer on top.

Is there a trial or pilot programme available for KRC?
+

Yes. Konnect Insights offers a 30-day trial that includes access to all platform features including KRC. For enterprise teams with specific pilot requirements — for example, a limited-scope deployment across one business unit or geography — a customised pilot programme can be arranged through the sales team.

At the end of the trial, your data and configuration remain fully intact, making the transition to a paid plan seamless.

CX Intelligence · KRC

Stop asking analysts.
Start asking KRC.

Turn millions of customer conversations into leadership intelligence — in seconds, not weeks.