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Across 14+ industries, the same four conversations keep coming back.

Arabic support, lead qualification, structured intake, and the handover to a person. The patterns below are anonymized: what varies between a bank and a restaurant is the content of the answer, not the shape of the conversation.

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  • 35+AI personas in production
  • 14+industries deployed
  • Secondsto a routine reply
  • AllArabic dialects
  • After hoursroutine questions answered

  • Arabic customer support automation

    Answers routine questions in the customer's own Arabic — fees, hours, documents, availability — and frees agents for the conversations that need a person. Replies arrive in seconds on the routine automated path; human escalation depends on team availability.

    See it in retail

  • Lead qualification before handoff

    Captures budget, timeline, and intent up front, so leads reach your sales team pre-enriched instead of as cold inquiries. A pattern Sheba runs across real estate, automotive, and B2B.

    See it in real estate

  • Structured order and booking intake

    Walks customers through ordering, reservations, and appointments with structured slot-filling — items, quantities, dates — and writes clean data into the CRM. Common across F&B, healthcare, and travel.

    See it in F&B

  • Escalation with explicit triggers

    Nearly every deployment defines what the AI must not answer — complaints, legal questions, custom pricing, medical advice — and hands those to a human with full context. Defensive design is the norm, not the exception.

    See it in banking

Try it live

The clinic assistant runs the archetypal pattern — appointments and intake, end to end.

Healthcare Clinic assistant opens in a new tab on our demo platformA clinic assistant that takes appointment requests, answers general patient questions, and routes you to the human team when needed.Open the chat

See the pattern that fits your business.

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