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Analytics & Insights

Conversation Analytics — Real-Time CX Insights, Not Last Week's

Live dashboards for response times, resolution rates, and sentiment — as conversations happen.

+130M
Engagements analysed
Real-time
Dashboard updates
+40%
CSAT improvement
+61%
Faster response

In short

Tactful AI analytics show what happens in every customer conversation, live. Teams see CSAT, sentiment, AI topic detection and root-cause analysis across WhatsApp, Instagram, Facebook, webchat and email. Supervisors use the same data to spot queues, slow replies and recurring problems before customers complain.

Most CX teams run on dashboards that show what happened yesterday. By then, the damage is done.

Tactful AI is conversation analytics software that shows what is going wrong now. Historical reports only show what went wrong last week.

+61%
Faster response time
Real-time
Sentiment tracking
AI
Bottleneck detection
100%
Conversation coverage
Platform Capabilities

Analytics designed for operational decisions

Not vanity metrics. Every data point connects to an action your team can take — right now.

Real-time dashboards

Live queue status, response times, resolution rates, and workload — updated as conversations happen.

AI sentiment analysis

Every conversation scored for sentiment in real time. Spot frustration and intervene before escalation.

Bottleneck detection

Auto-identifies queue buildups, routing failures, and SLA risks before customers notice.

Topic clustering

AI groups conversations by topic — tracking, complaints, returns. See what drives volume.

Actionable reports

Pre-built and custom reports. Export-ready for boards. Scheduled delivery to stakeholders.

Capacity forecasting

Volume patterns plus staffing data — know when to scale up, rely on AI, or scale down.

Real-time monitoring

Live operational dashboard with AI insights.

app.tactful.ai/monitor
Realtime

Realtime Monitor

All systems operational
0
+12%
All Interactions
0
+5%
With Operator
0
–2
Queued
0
+8%
Active
0
–1
Snoozed
0
+18%
Resolved
AI Sentiment · Today
1,847 conversations analysed
Positive71%
Neutral19%
Negative10%
Workgroup
Agents
Active
Resolv.
AI Score
Online Sales
8/1241490
92%
Support Team
5/1611354
78%
Ecommerce Hub
4/929881
96%
AI Insight

⚡Queue spike predicted in ~18 min based on historical patterns

app.tactful.ai/analytics/csat
Live

CSAT Dashboard

All channels · Last 30 days

+4.2 pts this month
0.0%CSAT Score
Good
Fair
Poor
Weekly Trend
12 weeks agoThis week
CSAT by Channel
WhatsApp
0%
Messenger
0%
WebChat
0%
Instagram
0%
Email
0%
4.2 / 5 average rating across all surveyed conversations
Customer Satisfaction

CSAT isn't a number. It's an early warning system.

The CSAT dashboard breaks scores down by team, agent, queue and channel, so you know where to focus the same day.

  • Per-channel comparison — which channels delight, which frustrate
  • Per-agent scoring surfaces coaching opportunities with data
  • Weekly trends catch dips before they become sustained problems
  • Satisfaction reasons categorised — customers tell you why
Sentiment & Comments

Every comment. AI reads them all.

Customer sentiment analysis classifies every comment by sentiment, topic and root cause, automatically.

  • AI classifies every comment by sentiment — with root cause
  • Topic clustering reveals what customers discuss
  • Negative sentiment mapped to actionable operational improvements
  • Daily volume tracking catches storms before they trend
app.tactful.ai/analytics/sentiment

Comments & Sentiment Analysis

All comments analysed in real time · All channels

AI Classified
Sentiment
Sentiment
Positive 0%
Neutral 0%
Negative 0%
Comment Topics
Product inquiry0%
Post-delivery0%
Payment inquiry0%
Complaint0%
Delivery issues0%
Other0%
Negative Root Causes
Slow customer service0%
Delayed deliveries0%
Product defects0%
Billing errors0%
Policy confusion0%
Daily Comment Volume
Negative
All
app.tactful.ai/analytics/sales

Sales Insights

AI-generated · Updated nightly

AI Powered
Revenue
Sales Tracked
Auto-classified
All
Conversations
Sales-tagged
2–3x
Conversion Lift
From abandoned
Root
Cause Analysis
AI-classified
Weekly Sales Performance
W1W2W3W4W5W6W7W8
Confirmed
Recovered
Abandoned
Abandoned Order Causes
Price concern
0%
Out of stock
0%
Shipping cost
0%
Payment issue
0%
Other
0%
AI Insight

📈WhatsApp drives 43% of confirmed sales — 2.1× higher conversion than other channels

Sales Intelligence

Every conversation has a revenue signal. AI finds it.

AI classifies sales conversations as confirmed, abandoned, or recovery opportunity.

  • Sales value tracked per conversation, channel, and agent — automatically
  • Abandoned order causes identified: price, stock, shipping, payment
  • Recovery rate measured — see how much revenue is saved
  • Channel comparison shows where sales conversations convert best

See your real-time CX dashboard

Teams using Tactful Analytics achieve +40% CSAT. See the data.

SLA Management

SLA compliance tracked in real time. Not after the breach.

SLAs per workgroup, channel, and priority — at-risk conversations surfaced before breach.

  • First response SLA — time to first reply, per channel and priority
  • Resolution SLA — time to resolution with configurable targets per workgroup
  • At-risk alerts — approaching breach triggers flagging and escalation
  • Breach analysis — drill into why: queue depth, agent capacity, routing delays

Team leads work from the Supervisor dashboard for live queues. Our own commitments to you are set out in the Service Level Agreement.

SLA Dashboard
Real-time compliance view
Overall SLA Compliance96.3%
First Response
1m 23s
Target: < 2 min
Resolution
11m 47s
Target: < 15 min
Queue Wait
28s
Target: < 30s
3 conversations at risk
Suki L.WhatsApp
Resolution2m 15s
Ines R.WebChat
First Response45s
Owen D.Email
Resolution4m 02s
By Workgroup
VIP Support
99.1%
General Support
94.8%
Sales Team
97.2%
AI - Support
99.8%
AI Intelligence Engine

Four intelligence domains.
One engine.

Revenue signals, bottlenecks, experience gaps, and compliance risks — surfaced in real time.

app.tactful.ai / analytics · AI Intelligence
Analysing
42,891
Conversations analysed
6
Active insights
91.4
Avg sentiment score
+61%
Faster responses
Sentiment trend+14 pts / 30 days
30 days agoToday
AI Insight
1 / 6
Revenue

Order tracking queries spike 43% after campaigns — proactive dispatch notifications could cut WISMO volume by ~60%

+$124K est. recovery
Topics
Order tracking34%
Complaints22%
Product info18%
Shipping issues15%
Returns11%
38s
Avg resolve time
↓ 67% vs baseline
80%
Automation rate
↑ 28 pts this quarter
4.7
CSAT signal /5
↑ 0.8 pts this month
Revenue Intelligence
  • Identify recovery opportunities from conversation patterns
  • Track conversion signals across digital channels
  • Surface revenue-at-risk before it affects quarterly results
Operations Intelligence
  • Identify bottlenecks and optimise automation coverage
  • Reduce cost-per-resolution with AI-guided recommendations
  • Spot queue trends from historical patterns
Experience Intelligence
  • Real-time CSAT signals and early churn indicators
  • Sentiment trends surfaced before they hit quarterly reports
  • Channel-level satisfaction comparison
Compliance Intelligence
  • Flag risky interactions automatically
  • Monitor SLA adherence across teams and channels
  • Surface audit-ready evidence for regulated industries

From data to decisions in real time

Analytics that don't require a data team to interpret.

01

Every conversation is processed

Platform captures sentiment, intent, topic, resolution, and agent performance automatically.

02

AI surfaces what matters

The intelligence engine identifies patterns, anomalies, and opportunities. Revenue signals, operational risks, experience gaps — surfaced as they emerge, not in next week's report.

03

Your team acts on insight

Dashboards, alerts, reports for each stakeholder. Queues, trends, bottlenecks.

Use Cases

Intelligence that drives action

Analytics that translate directly into operational improvements and recovered revenue.

Ecommerce

Spot conversion killers in real time

34% of conversations involve one carrier's delays. Reroute, notify, recover orders.

Retail

Measure service quality across locations

Compare sentiment, resolution, and topics across stores. Invest and replicate.

Hospitality

Track guest sentiment across the journey

Pre-stay, during-stay, post-stay sentiment shows where experience breaks down.

Financial Services

SLA compliance and risk monitoring

Automated SLA tracking, compliance flagging, and audit-ready reporting. Every interaction logged, every metric defensible.

The right view for every role

One engine, multiple perspectives. Everyone sees what they need.

Team Leaders

Live queue status, agent workload, response times, and SLA adherence. Spot pressure building and rebalance in real time.

Queue depthWait timesAgent availabilitySLA status

CX Directors

Channel performance, sentiment trends, resolution rates, and automation ROI. The executive view of your entire CX operation.

CSAT trendsChannel mixAutomation rateCost per resolution

Operations Heads

Bottleneck detection, volume forecasting, topic clustering, and workflow performance. Data to optimise how your operation runs.

Volume patternsTopic clustersRouting efficiencyWorkflow hits
FAQ

Analytics questions

Which AI support tools show analytics for CSAT and conversations the AI Agent resolved?

Tactful AI reports CSAT and conversation outcomes in the same dashboards. You can see CSAT by team, agent, queue and channel. Conversation reports show which conversations the AI Agent resolved and which were handed over to your team. Supervisors use both views to find where customers are happy and where they wait too long.

Can I see topic clusters and sentiment for every conversation?

Yes. Every conversation and comment is classified by topic, root cause and sentiment. Topic clusters show what customers talk about most, and sentiment trends show how they feel about it over time. You can filter by channel, team or date to see where a problem started and how far it has spread.

How do I turn customer conversations into insights without manual analysis?

Tactful AI processes each conversation as it happens. AI topic detection, sentiment and root-cause analysis run automatically, and the results appear in live dashboards. Your team does not need to tag or read conversations by hand to find patterns. Managers see recurring problems, slow replies and CSAT dips the same day.

Is there an SLA dashboard?

Yes. You set first response time targets as SLA policies, and the dashboard shows each conversation's SLA status against them. Conversations approaching an SLA are flagged with alerts before the target is missed, so supervisors can step in.

What uptime and support commitments do you offer?

Our service levels are published in the Service Level Agreement. It sets out our availability commitments, how we handle support requests and how incidents are reported. Any specific terms for your setup are agreed with our team during the sales process, and you can review the full agreement before you sign.

Analytics

Your CX data is 24 hours stale. Fix that today.

Teams achieve +40% CSAT by acting on real-time data, not historical reports.

+40%CSAT Improvement
+130MEngagements Analyzed
+61%Faster Response

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