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Client Worklive

Sales Agent

All machines managed via telegram, Telegram fully conversational interface, Auto lead dedup & enrichment.

Sales Agent
Flow Coffee

Flow Coffee operates a network of self-service coffee machines across Singapore, serving thousands of cups daily. They're a fast-growing F&B automation company expanding into new locations.

Their sales pipeline was managed manually. Lead information was scattered across chats and spreadsheets, duplicates went unnoticed, and there was no systematic way to evaluate new locations.

We built a Sales Agent accessible via Telegram that maintains their CRM, captures and structures lead information, flags duplicates, and recommends new locations based on proximity, competition density, and target customer profile.

  • Sales lead database management via Telegram messaging
  • Automatic lead extraction, structuring, and duplicate flagging
  • Location prospecting based on area, competition, and customer profile
  • Structured shortlists with contextual information for visit planning
PythonOpenAITelegram Bot APIGoogle Sheets

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