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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21 solutions · page 1 of 2
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.
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.
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.
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.
vertex-ai-contract-pay-app-extraction-for-smb-construction
SMB construction project managers spend hours manually entering payment application data from PDFs into accounting software, leading to errors, delayed payments, and cash flow issues.Extract line items, retainage, and change orders from contractor payment applications using Vertex AI and automated repair.
vertex-ai-voice-agent-for-buildium-maintenance-requests
Property management companies using Buildium lose after‑hours calls from tenants reporting leaks or HVAC failures. Manual entry into Buildium is slow, and missed requests lead to unhappy tenants and damage escalation.A 24/7 voice receptionist that authenticates tenants, creates work orders in Buildium, and provides real‑time status updates — so property managers never miss a maintenance call.
vertex-ai-mcp-server-for-smb-data-analytics
Small business owners can’t afford a data team. They have data in spreadsheets, a CRM, or a simple database, but translating a question like ‘Which product had the highest margin last month?’ into SQL is beyond their self‑serve abilities.Launch a multi‑tenant MCP server that lets your small business customers ask analytics questions in natural language – powered by Vertex AI and your own BigQuery datasets.
vertex-ai-lead-intake-for-jobber-field-service-booking
Home service businesses miss after-hours calls and struggle to convert leads efficiently, as manual booking from voicemails and web forms causes double-booking and lost opportunities.AI-powered 24/7 phone lead capture that qualifies callers and books new jobs directly in Jobber, even after business hours.
vertex-ai-multi-agent-handoff-for-smb-field-service-dispatch
SMB field service dispatchers juggle multiple systems (booking, parts lookup, invoicing) and often lose context when transferring a customer. A single generic chatbot cannot handle domain-specific logic, leading to misrouted requests and missed up-sells.Route incoming field service requests to specialist AI agents for scheduling, inventory, and billing, with confidence-based human fallback and spend-aware model selection on Vertex AI.
vertex-ai-sandboxed-data-analysis-with-budget-guardrails-for-smbs
SMB analysts want to use AI to generate and execute data analysis code, but raw LLM outputs are often malformed, execution can runaway, and costs spiral without per‑job budgeting.Run AI-generated code safely inside a sandbox with per‑analysis spend limits and automatic output repair.
google-gemini-knowledge-agent-for-ebay-smb-seller-support
eBay sellers often lose sales because they can't respond to buyer inquiries about order status, shipping, or product details fast enough, especially during high-traffic events.A knowledge agent powered by Google Gemini that instantly answers buyer questions by pulling live data from your eBay seller account.
vertex-ai-lead-intake-for-amazon-sp-api-smb-seller-acquisition
SMBs wanting to sell on Amazon face a cumbersome registration process; filling forms manually causes drop‑offs. An AI‑driven chat that guides sellers and directly calls SP-API would improve conversion.A conversational agent that qualifies prospective Amazon sellers, collects required documents, and registers them via SP-API – replacing static forms.