Customer support · Production

Freddy AI brings intelligent routing, summarization, and response generation to Freshdesk helpdesk teams

The problem

Customer service agents spend time on busywork — writing responses, searching for articles, and manually handling routine queries — preventing them from focusing on higher-value customer interactions.

Workflow diagram · grounded in source
1
Query routing and prioritization
routing
“prioritizing and routing customer queries”
2
Sentiment-based priority bump
ai_action
“Sentiment Analysis bumps up priority cases”
3
Situation summarization for agent
ai_action
“quickly summarizing the situation for agents”
4
AI-assisted response drafting
ai_action
“AI features like Summarizer, Tone Enhancer, and Draft Email Generator help agents meet customer needs faster”
5
Tone-appropriate response delivery
output
“serving up helpful, tone-appropriate responses”
6
Article retrieval for agents
ai_action
“Article Suggester finds the right article”
7
Knowledge base article creation
ai_action
“Freddy AI is on it, creating a full article from a few brief bullets. Hours? More like seconds. Freddy even suggests articles to add next”
Reported outcome

Hinge Health achieved 85% CSAT with Freshworks, and first-response times that previously took hours now happen in minutes.
Coricraft reported massive impact from Freddy AI Copilot.

Reported metrics
CSAT score (Hinge Health)85%
first-response time (Hinge Health)hours to minutes
Article creation timeHours? More like seconds
business impact (Coricraft)massive impact
Reported stack
Freddy AIFreddy AI CopilotSummarizerTone EnhancerDraft Email GeneratorArticle SuggesterSentiment AnalysisFreshdeskFreshdesk Omni
Source
https://www.freshworks.com/freshdesk/freddy-ai-for-cx/helpdesk/
Read source ↗

Frequently asked questions

What did this team achieve with this AI workflow?

Hinge Health achieved 85% CSAT with Freshworks, and first-response times that previously took hours now happen in minutes.

What tools did this team use?

Freddy AI, Freddy AI Copilot, Summarizer, Tone Enhancer, Draft Email Generator, Article Suggester, Sentiment Analysis, Freshdesk, Freshdesk Omni.

What results were reported?

CSAT score (Hinge Health): 85%; first-response time (Hinge Health): hours to minutes; Article creation time: Hours? More like seconds; business impact (Coricraft): massive impact (source-reported, not independently verified).

How is this customer support AI workflow structured?

Query routing and prioritization → Sentiment-based priority bump → Situation summarization for agent → AI-assisted response drafting → Tone-appropriate response delivery → Article retrieval for agents → Knowledge base article creation.

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