CSAI Monitor — analytics for Zendesk + the bot you already run

You don't need another AI. You need to know if the one you bought is working.

CSAI Monitor sits on Zendesk and your existing bot. It scores AI vs human CSAT, maps escalations by topic, and shows cost per resolved conversation — so Friday's leadership question has an answer.

7-day trial. Zendesk webhook. We store metadata (CSAT, topic, escalation, cost). Transcripts only if you opt in.

Cost & performance overviewSample

Cost per resolved conversation

$1.84down 18%

Escalation rate

11.2%

AI vs human CSAT
4.1vs4.6
Top cost driver

Billing & refunds — high escalation + low CSAT

Product preview · sample data. Connect Zendesk to load your topics.

Your AI costs are leaking money. We stop it.

Who is this for?

  • Customer Support leaders tracking AI chatbot ROI
  • Support teams using Zendesk
  • Companies spending $1K+ monthly on AI

What pain does it remove?

  • Unknown AI costs bleeding budget
  • Can't prove ROI to leadership
  • AI annoying customers (low CSAT)

What happens if I ignore this?

  • Waste $10K+ monthly on ineffective AI
  • CSAT drops, escalations rise, and support costs go up
  • Leadership cuts AI budget

You can't improve what you can't see

Most teams using AI support track surface metrics:

  • number of conversations
  • response time

But miss what actually matters:

  • where AI fails
  • when users get frustrated
  • how much it really costs

The result? Hidden inefficiencies and misleading ROI.

Finally, real visibility into AI support performance

CSAI Monitor connects to your support system and shows:

What you'll see, instantly

  • Escalation rate by topic
  • AI vs human CSAT
  • Cost per resolved conversation
  • Where your bot is failing — and why

So you can fix what matters, not guess.

Product preview

Sample data

Escalation rate
11.2%
trending down
Cost per resolution
$1.84
down 18%
AI vs Human CSAT
4.1 vs 4.6
gap closing
Monthly savings
$2,450
detected

Failure hotspot

Billing & refunds — high escalation + low CSAT

The turning point

CSAI Monitor connects the missing layer.

We unify:

  • AI bot logs
  • Zendesk tickets
  • CSAT signals
  • escalation paths
  • cost per interaction

Into one thing:

A clear map of where your AI support is winning — and where it's bleeding money.

Features

Keep it simple — everything you need to steer AI support without noise.

Core capabilities

The control layer for your AI support operation

Understand quality, cost, and escalation behavior in one view so your team knows what to fix first.

  • Unified view of AI + human outcomes
  • Actionable alerts by topic and failure type
  • Cost and quality trends over time
  • Clear proof of ROI for leadership
Feature 1

Escalation Tracking

Know exactly when and why AI hands off to humans

Prioritize fixes by escalation cost

Feature 2

CSAT Comparison

Compare AI vs human performance side by side

See quality gaps at a glance

Feature 3

Cost Analysis

Understand the real cost of each conversation

Tie spend to resolution outcomes

Feature 4

Failure Insights

Identify weak topics and improve your bot faster

Turn failure signals into action

Sample dashboard

Product preview

Example metrics after you connect Zendesk:

What you'll see in your dashboard

  • See movement, not just totals
  • Tie costs to outcomes (CSAT + escalations)
  • Spot failure hotspots before CSAT drops
  • Prove ROI with one screenshot

Real-time clarity without building a BI pipeline.

SnapshotSample data
  • Escalation rate11.2% trending down
  • Cost per resolution$1.84 18%
  • AI vs Human CSAT4.1 vs 4.6
  • Monthly savings detected$2,450

How it works

From raw support data to clear action in four steps.

Implementation flow

Launch quickly, improve continuously

~15-minute Zendesk webhook setup. No migration — keep your bot and helpdesk, then iterate using real failure and cost signals.

Works with Zendesk + custom AI bots
Tracks every conversation outcome
Surfaces high-impact optimization tasks
1

Connect

Plug into Zendesk or your AI support system via webhook/API

2

Track

We capture:

  • conversations
  • CSAT signals
  • escalation events
  • topic classification
3

Analyze

We automatically detect:

  • failure patterns
  • cost drivers
  • weak knowledge areas
4

Optimize

You get prioritized, concrete next steps:

  • Close gaps in your knowledge base by topic
  • Improve flows where conversations fail or stall
  • Tune routing and escalation before issues spread
What you'll measure

What you'll measure

The metrics support leaders use in weekly reviews:

Core dashboard metrics

Track movement in escalations, CSAT, and cost-per-resolution — with a direct line back to which topics and intents drove the change.

Escalations
By topic
CSAT
AI vs human
Cost
Per resolution

Measured in your real support workflow — not vanity dashboards.

  • Escalation rate by topic
  • AI vs human CSAT comparison
  • Cost per resolved conversation
  • Knowledge-gap hotspots
  • ROI view for leadership reviews
Built for scale

Built for teams using AI support at scale

Visibility into AI vs human performance — without building analytics in-house.

Designed from real challenges faced by SaaS and support teams using Zendesk and custom AI bots.

Setup
~15 min Zendesk
Built for CS
Zendesk-first
Real ROI
Cost + CSAT

Stop guessing if your AI support is working.

Start measuring what actually matters.

Start 7-day trial

Simple, transparent pricing

Choose the plan that's right for your team. All plans include a 7-day free trial.

Starter

For small support teams

$149/month
  • 2,000 conversations/month
  • Up to 5 AI agents
  • CSAT (Customer Satisfaction Score) tracking
  • Escalation patterns
  • ROI (Return on Investment) calculator
  • Email support
  • 30-day data retention
Most Popular

Professional

For growing Customer Support teams

$299/month
  • 8,500 conversations/month
  • Up to 25 AI agents
  • Advanced analytics
  • Knowledge gap detection
  • Priority support
  • 90-day data retention
  • API access

Enterprise

For large organizations

$599/month
  • 25,000 conversations/month
  • Up to 500 AI agents
  • Custom integrations
  • Dedicated support
  • SLA guarantee (99.9%)
  • 1-year data retention
  • White-label options
  • Full API access

Frequently Asked Questions

Everything you need to know about CSAI Monitor