Top 5 First AI Features Startups Ship
- Customer support deflection (38%) — RAG over docs + tickets
- Lead qualification (27%) — CRM sync + meeting booking
- Internal knowledge search (18%) — Notion/Confluence RAG
- Sales outreach drafts (11%) — human-approved email sequences
- Ops automation (6%) — invoice parsing, scheduling
Stack Preferences
Models: Claude 3.5+ and GPT-4o tied at ~45% each for greenfield builds; Azure OpenAI leads enterprise pilots.
Frameworks: LangChain/LangGraph 52%, custom Python 31%, Voiceflow/other low-code 17%.
Written by GKAI Studio Engineering
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