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Case studies

Real problems, solutions in production, measured numbers.

Solar installer

Grid-connection requests filled in by hand on the portal, one by one.

An AI system fills it out itself: the operator types the client's name, the rest is automatic.

Claude CodePlaywrightZoho CRMGitHub ActionsPython
5 min
per request, down from 45 min on average
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Retail

Ad creatives wear out fast, and producing new ones took days.

Each week an AI measures, proposes and produces new creatives; nothing goes live without the client's OK.

Claude CodePythonMeta Marketing APIMCPHiggsfieldGitHub Actions
1 sessione
for a full round of creatives, down from days
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Hospitality resort · Sardinia

Review replies written by hand, one by one, across languages.

An AI pipeline drafts replies in the house tone: a human reviews and publishes.

ClaudeMake.comApifyGoogle Sheets
1000+
reviews analysed
17%
multilingual reviews
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Tattoo studio · Spain

People who submit the form with their tattoo idea go cold before the studio follows up, and the discounts sent out go unused.

On form submit an automated WhatsApp goes out with a randomly drawn discount; then an AI assistant continues the chat in 3 languages, collects the details and keeps the lead warm until the studio takes over.

Logo GPT ChatbotGPT ChatbotWordPressMake.comMeta Business Management APIMeta Developer AppsClaudeGPTGeminiDeepSeekWhatsAppInstagramFacebook Messenger
2x
offer redemption
3
languages handled by AI (EN·ES·DE)
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Aesthetic medicine

The skin report had to be read and rewritten by hand into a patient presentation, one report at a time.

A Telegram bot takes the report link: a scraper pulls the data, AI turns it into a summary and treatment plan, and the system builds a ready-to-share Google Slides deck on its own.

Telegramn8nPythonOpenRouterGoogle Slides API
45 min
from report link to a patient-ready deck
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Bike rental · Arizona (USA)

Several booking sites, inquiries at all hours and in many languages, all handled by hand. And someone who wants a bike today won't wait.

An AI assistant on each site, trained on its own content (bikes, sizes, locations, trails, prices), with the same voice everywhere and a handoff to a human for urgent cases.

Logo GPT ChatbotGPT ChatbotWordPressMeta Business Management APIClaudeGPTGeminiDeepSeekWhatsAppInstagramFacebook Messenger
100+
messages handled per day
3
sites, one voice
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