Case studies

Real outcomes from AI agents and automation for SMBs.

• Legal

  Law firm: faster document triage

  Document Agent summarizes contracts and triages intake — partners focus on judgment work.

  −60% Triage time

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• Real estate

  Real estate: qualified leads 24/7

  SDR Agent qualifies Telegram leads and books visits — agents only get ready buyers.

  < 2 min First response time

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• Clinics

  Clinic: fewer no-shows with Retention Agent

  Automatic appointment confirmation and smart reminders cut no-shows and freed the front desk.

  up to ~30% No-show reduction

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• Public bids

  Public bids: tender analysis with Bid Agent

  Automated first-pass tender review — the team decides faster whether to bid.

  −~90% Manual analysis time (pilot)

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• Ecommerce

  Ecommerce: cart recovery with Concierge Agent

  Pre-sale Q&A and cart follow-up on Telegram — the store recovers conversion after hours.

  ~28% Cart recovery (pilot)

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