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.
294 solutions · page 1 of 25
google-gemini-lead-intake-for-chili-piper-smb-sales-booking
Small sales teams spend hours manually qualifying leads and scheduling meetings, often losing hot leads due to delayed follow-up.Qualify inbound leads through a conversational interface, then automatically book meetings via Chili Piper based on lead score and availability.
agnostic-punch-list-field-capture-agent
A superintendent walks a job site with a clipboard, snapping photos and scribbling notes. Back at the trailer, they manually type punch items into Procore or Buildertrend. Items get lost, photos are mislabeled, and the owner's rep waits days for a consolidated list.Snap photos, record voice memos, and auto-sync punch items to your PM software in real time.
agnostic-plan-takeoff-to-rfp-agent
A general contractor's estimator spends 2-3 days manually measuring plans, counting fixtures, and typing up scopes for each trade. Mistakes in takeoff lead to under-bid jobs or angry subs. The process is tedious, error-prone, and scales poorly with project volume.Convert plan sets and spec docs into a bill of materials and RFP drafts in minutes, not days.
azure-ai-email-guardrails-for-smb-microsoft-365-protection
Small businesses that use Azure Open AI to draft or summarise Microsoft 365 emails risk sending personally identifiable information to the model or having a prompt injection turn an auto‑reply into a security incident. The business owner lacks the tooling to intercept every prompt and response without slowing down email workflows.A guardrail service that sits between Azure Open AI and Microsoft 365 email, redacting PII, blocking prompt injections, and repairing malformed LLM outputs before they reach a user’s inbox.
vertex-ai-inventory-mcp-server-for-shopify-merchants
Shopify merchants want AI agents to answer inventory questions like “which products are low on stock” or “show me variants under $20”, but exposing raw Shopify Admin API keys to a shared agent risks data leakage and API abuse. They need a secure, multi‑tenant gateway that enforces per‑store permissions and prevents one client from overwhelming the API.Multi‑tenant MCP server that gives Vertex AI agents secure, rate‑limited access to real‑time Shopify inventory data, isolated per merchant store.
openai-code-sandbox-for-veterinary-practice-performance-analytics
Veterinary practices generate appointment, revenue, and treatment data that managers want to analyze to improve margins, but they can’t share proprietary patient and financial records with a public AI assistant. They need a safe, isolated environment where they can ask natural-language questions and get answers backed by real clinic data.Secure, cost-capped AI data sandbox that lets veterinary practice managers run ad‑hoc analysis on clinic data without exposing sensitive information to external services.
vertex-ai-knowledge-agent-for-bigquery-smb-data-queries
Small businesses store critical data in BigQuery but non-technical staff can't write SQL; they wait days for reports or make decisions with stale information.Index business data from BigQuery into a vector knowledge base and let users ask natural language questions, with budget-aware caching and step-by-step answer generation.
openai-voice-agent-for-square-online-order-status-inquiries
Small online stores using Square Online lose sales when customers can't get quick order updates and end up calling the owner's personal phone repeatedly.Let customers call and check their Square Online order status with a conversational AI that looks up real-time order data.
mistral-ai-lead-intake-for-activecampaign-smb-lead-scoring
SMBs using ActiveCampaign manually sort incoming leads, missing high-intent prospects and wasting time on unqualified contacts.Automatically qualify and score leads from web forms, chat, or email using Mistral AI and push prioritized contacts to ActiveCampaign.
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.
vertex-ai-agent-mesh-for-smb-multi-channel-marketing
Small marketing teams spend days bouncing between copy drafting, compliance checks, and channel posting. Without orchestration, brand voice slips and publishing deadlines get missed because no one agent owns the full workflow.Coordinate a mesh of AI agents that draft, review, and publish marketing content across channels — gated by automated confidence scores.