Automatically analyze and route customer feedback to your team

Feedback from email, chats, and calls is gathered, summarized into themes, and routed to the right team automatically.

How the work actually flows

From the manual situation today to what runs on its own.

flowchart TD trig>"Analysis run started"]:::trig s0["Feedback gathered from all channels"]:::task trig --> s0 s1["AI summarizes into signals"]:::task s0 --> s1 s2["AI groups into themes"]:::task s1 --> s2 s3["Right action triggered"]:::task s2 --> s3 out[/"Ticket, alert, or note created"/]:::out s3 --> out pay{{"Nothing falls through the cracks"}}:::pay out --> pay classDef task fill:#e7f6fe,stroke:#34b8f0,color:#2c2a29 classDef trig fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef out fill:#1f9d6b,stroke:#167a53,color:#fff,font-weight:bold classDef pay fill:#06314c,stroke:#021f33,color:#fff
Starts itA stepResultPayoff
Build size
Advanced

A larger build with multiple systems, AI reasoning, and custom rules.

Business functions
AI Agents & Autonomous SystemsCRM & Sales PipelineEmail AutomationMessaging & NotificationsSurvey & FeedbackCustomer Support & Ticketing
Connects
GmailPipedriveZendeskSlackNotionOpenAI

The problem it solves

Customer feedback is scattered across email, support tickets, sales calls, and chat, so real patterns are easy to miss. Manually reading through all of it to spot trends and decide who should act on each issue takes hours you don't have.

Who it fits

Customer success, product, and support teams drowning in feedback spread across too many channels.

How it works

  1. You run the analysis
  2. The system gathers recent customer interactions from Gmail, Pipedrive, Zendesk, and Slack
  3. AI condenses the raw feedback into short, clear signals
  4. AI groups related signals into labeled themes like Billing or Feature Request
  5. AI routes each theme to the right action: a Zendesk ticket, a Slack alert, a Notion page, or a direct email for urgent accounts
What you get

Feedback themes routed to the right team

Customer feedback from every channel gets summarized into themes and routed to the right team.

What you get

Feedback automatically sorted into themes, with tickets, alerts, and notes created for the right team.

What you need

Accounts for Gmail, Pipedrive, Zendesk, Slack, and Notion, plus an OpenAI API key.

We can build this. But should you?

The hard question is not how to build it. It is whether this is the right thing to build first.

That is what a Fractional Chief AI Officer figures out with you, before anyone writes a line of code.

Let's Talk Strategy

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