Monitor and trace your AI chatbot's conversations automatically

Tracks every conversation your AI chatbot has, so you can review quality and catch issues over time.

How the work actually flows

A straight line.

Pattern: Sequence (1)

flowchart TD trig>"customer sends chatbot message"]:::trig s0["generate AI response"]:::task s1[("log conversation trace")]:::store trig --> s0 s0 --> s1 out[/"conversation logged and traceable"/]:::out pay{{"visibility into chatbot quality"}}:::pay s1 --> out out --> pay classDef task fill:#e7f6fe,stroke:#34b8f0,color:#2c2a29 classDef svc fill:#f6f8fa,stroke:#7c8795,color:#2c2a29 classDef mi fill:#e7f6fe,stroke:#0079a8,color:#2c2a29,stroke-width:2px classDef human fill:#fff,stroke:#0079a8,color:#0079a8 classDef store fill:#f6f8fa,stroke:#0079a8,color:#2c2a29 classDef trig fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigtime fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigdata fill:#8ad4f5,stroke:#0079a8,color:#06314c,font-weight:bold classDef gate fill:#fff,stroke:#e8a23d,color:#6b4708,font-weight:bold classDef out fill:#1f9d6b,stroke:#167a53,color:#fff,font-weight:bold classDef pay fill:#06314c,stroke:#021f33,color:#fff
Starts itA stepA record or sheetResultPayoff
Build size
Standard

A mid-size build with several tools working together.

Business functions
AI Agents & Autonomous SystemsAI Chatbots & Assistants
Connects
Google GeminiLangfuse

The problem it solves

Once you launch an AI chatbot, it's hard to know what it's actually saying to customers or where it's getting things wrong. Without visibility into real conversations, quality issues can go unnoticed until a customer complains.

Who it fits

Businesses running an AI-powered chatbot who need visibility into how it performs.

How it works

  1. Starts when a customer sends a message to the chatbot
  2. The AI generates a response using Google Gemini
  3. Every interaction is logged and traced in Langfuse
  4. You can review conversation quality and performance over time
What you get

Chatbot conversations you can review any time

Every conversation your chatbot has gets logged and traced automatically, giving you a running view of how it's performing over time.

What you get

A traceable log of every chatbot conversation, viewable in Langfuse for quality review.

What you need

A Google Gemini API key and a Langfuse account.

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

Related automations

Build a chatbot that remembers each user's conversation history

Runs a chatbot that remembers up to 10 past messages per user, so replies stay relevant and personal.

Standard

Automatically post AI-written articles to LinkedIn

Picks the most relevant industry news, writes an article in your voice, and posts it to LinkedIn automatically.

Advanced

Scrape and organize website content with AI for search and research

It reads a list of website URLs, cleans and classifies the content with AI, and stores it for fast search later.

Advanced

Manage your Google Calendar and get a daily AI briefing by chat

Book, reschedule, and cancel meetings by chatting or talking, and get a morning summary of your day.

Advanced
Back to the AI Playbook