Every conversation becomes a shipped fix

Darwin is a product-intelligence layer for SaaS. Drop in one script tag. Every user conversation is analyzed, issues are auto-extracted, and they flow directly into your pipeline — with context.

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Conversations become issues

Every chat is analyzed for bugs, friction, and feature requests. Issues land in your pipeline automatically — no tagging, no manual triage.

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Real prioritization signal

Darwin surfaces what's actually blocking users, ranked by frequency and impact. Build what matters — not what's loudest in Slack.

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Resolution closes the loop

Ship a fix. Update the knowledge base. The next user asking the same question gets the answer — not a workaround. The loop is closed.

How Darwin Works

Add one script tag

Drop it into any SaaS app. Configure system prompt, knowledge base, and webhook tools via the admin dashboard. No backend changes required.

Users get answers — and actions

Darwin answers questions from your knowledge base. When users need something done, it calls your webhook tools — search, create, navigate — without leaving the chat.

Every conversation becomes an issue

Darwin auto-extracts bugs and feature requests from conversations. They land in your backlog with context — user intent, frequency, resolution status.

Ship the fix. The loop closes.

Resolve the issue. Update Darwin's knowledge base. The next user hitting the same wall gets the answer. Conversation volume drops. Product quality compounds.

Drop-in Integration

<script
  src="https://darwin.clerkfinance.com/widget/darwin.js?v=20260222-0152"
  data-app-slug="your-app"
  data-mode="public"
  data-brand-color="#4f46e5"
></script>

One tag. Full product-intelligence layer in your app.

Ready to close the loop?

Set up your first app in minutes. No backend changes. No ongoing maintenance.

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