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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6 solutions
agnostic-listing-copy-multiplier-2
As a listing agent, you spend hours rewriting the same property description for MLS, Zillow, social media, and printed brochures. Each platform has different character limits, tone requirements, and SEO keywords. You often miss updates across channels, leading to inconsistent messaging and lost showings. This manual copy-paste grind eats into prospecting time and frustrates your team.Generate MLS, Zillow, social, and brochure copy from one draft in seconds.
openai-cost-control-for-servicetitan-small-business-agent-spend
SMBs deploying AI-driven scheduling and dispatch agents on ServiceTitan risk runaway costs if one tenant floods the system with requests; without per-tenant budgets, a single bad day can exceed the entire month's budget.Cap and monitor OpenAI tokens per ServiceTitan tenant so field-service AI automation never blows the monthly budget.
agnostic-prior-auth-agent
A dental or optometry clinic's billing specialist spends up to 25 minutes per prior-authorization request, manually filling payer-specific forms. Each payer requires different fields, and errors cause rework and delays. With 10-20 requests per day, this consumes 4-8 hours of staff time, delaying care and increasing administrative costs. The specialist needs a tool that auto-fills forms from the EHR and submits them via payer portals.Cut prior-auth processing from 25 minutes to under 2 minutes per request.
google-gemini-rag-product-search-for-square-online-smb-stores
Small Square Online merchants lose sales because customers can't find products using the default keyword search.AI-powered natural language product search that answers customer queries by indexing Square Online catalog items.
mistral-ai-spend-governance-for-stripe-smb-subscription-billing
An SMB using Stripe for subscription payments runs multiple AI agents that process invoices, analyze churn, and generate support replies. Without cost controls, a single runaway agent can drain the monthly API budget, causing unpredictable Stripe invoices from their LLM provider.Enforce per-customer LLM spend caps for Stripe billing workflows, automatically downgrading models when budgets are exceeded.
cohere-ai-spend-control-for-budget-conscious-smbs
Small businesses deploying AI agents often see unpredictable monthly bills because every customer interaction triggers expensive model calls. They need a way to cap spending, pick the right model for each query, and audit costs without hiring an MLOps engineer.Enforce daily AI spend limits, automatically downgrade to cheaper Cohere models, and get real-time cost dashboards without modifying existing agent code.