Support AI
Ticket Deflection

Brainfish Case Study: AI Support Ticket Deflection

83% of support tickets resolved without human intervention. Brainfish's AI doesn't just answer questions—it resolves issues, escalates intelligently, and makes agents more productive.

83%

Ticket Deflection

95%

Faster Response

4.8/5

CSAT Score

Deflection Funnel

Incoming Queries

100,000

AI Understands Intent

97,000

Instant Resolution

83,000

Agent Handoff

17,000

Case Study Overview

The Challenge: Brainfish's support team was overwhelmed by high-volume, repetitive customer inquiries—with analysis showing 78% of incoming tickets were answerable directly from existing product documentation. Average response times had stretched to 48 hours during peak periods, increasing churn among new users who needed immediate help. Support costs were scaling linearly with user growth, threatening unit economics.

The Solution: AGIX built an AI knowledge engine that ingests Brainfish's full documentation library, product update history, and resolved ticket archives. A conversational interface delivers instant, context-accurate answers using semantic search and retrieval-augmented generation. The system automatically identifies gaps in documentation based on unanswered queries and routes genuinely complex or sensitive cases to human agents with full context.

The Impact: 83% of support tickets now resolve fully through AI without any human intervention. Average first response time dropped from 48 hours to under 2 minutes. Support team headcount requirements scaled five times more slowly than user growth, generating $2.1M in avoided operational costs in the first year. Customer satisfaction scores for support interactions improved 31%.

The Challenge

Support Teams Drowning in Repetitive Tickets

Knowledge bases became content graveyards—outdated articles that customers couldn't find, and when they did find them, the information was often wrong. Support teams answered the same questions thousands of times per month while ticket queues grew faster than headcount. Customers waited days for responses to simple questions, tanking NPS scores and driving churn.

47%

Documentation outdated

100K+

Monthly support tickets

4.2 hrs

Avg first response time

Interactive Demo

Knowledge Distillation Lab

See how Brainfish AI handles real customer intents with instant, accurate responses

Select Intent

Account & Billing

28% of queries

91%

Product How-To

24% of queries

94%

Technical Issues

22% of queries

78%

Order Status

15% of queries

99%

Returns & Refunds

11% of queries

72%
Brainfish AI
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Impact Analysis

Support Deflection Funnel

Incoming Queries100,000/mo
100%
AI Understands Intent97,000/mo
97%
Instant Resolution83,000/mo
83%
Agent Handoff17,000/mo
17%

Monthly Savings from Automation

$847,000

Based on $10.20 avg cost per human-handled ticket

"We went from drowning in tickets to actually getting ahead. The AI handles the repetitive stuff instantly, and when it hands off to our team, agents already have full context. Our CSAT went up while our team size stayed flat—that's the dream scenario for any support leader."
TC

Thomas Chen

Head of Customer Care Automation, Brainfish

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