Solutions
Production-grade solutions that turn our open-source packages into deployable AI systems for specific business problems. Pick one, follow the DIY tutorial to see how it's done, download the examples and deploy them on your own infrastructure — for free — or tell us which ones you want customized and deployed.
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4 solutions
agnostic-reservation-cancellation-predictor
The restaurant manager or host at a small hospitality group dreads the nightly rush of last-minute cancellations and no-shows. They manually call through a waitlist, often too late to fill the table. This reactive process loses revenue every shift, especially during peak hours. With no tech budget for expensive reservation systems, they rely on spreadsheets and gut feel. The manager needs a predictive system that automatically backfills cancellations by contacting waitlisted guests via SMS or voice, maximizing table turns without extra labor.Fill no-shows automatically with AI-driven waitlist activation.
agnostic-review-response-agent-4
The owner or general manager of a 1-5 location independent restaurant spends hours each week manually crafting responses to Yelp, Google, and TripAdvisor reviews. Responses are often delayed, inconsistent in tone, or skipped entirely, damaging the restaurant's online reputation. With thin margins and a lean team, there's no budget for a dedicated marketing person. The GM needs a way to automatically generate appropriate, on-brand replies that maintain a positive presence without adding to their administrative burden.Never miss a Yelp or Google review again with consistent, on-brand replies.
agnostic-review-response-agent-2
The restaurant manager spends 30 minutes each morning scanning review sites, but replies are rushed, defensive, or forgotten entirely. Inconsistent tone frustrates guests and hurts the restaurant's online reputation. With thin margins and a skeleton crew, there's no dedicated marketing person to handle this. A single bad review left unanswered can snowball into lost reservations.Consistent, on-brand replies to every Yelp/Google/TripAdvisor review without staff effort.
agnostic-review-response-agent
The general manager or owner of a 1-5 location restaurant spends hours each week manually replying to online reviews. Replies are often delayed, inconsistent in tone, or missed entirely, hurting the restaurant's online reputation. With thin margins and no dedicated marketing staff, this task falls through the cracks.Automatically craft consistent, on-brand replies to Yelp, Google, and TripAdvisor reviews.