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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77 solutions · page 1 of 7
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.
aws-bedrock-contract-clause-extraction-for-smb-legal
Small law firms and contract-heavy SMBs manually review every agreement to find renewal dates, liability caps, and termination clauses. Missing a deadline or misreading a clause leads to unbilled work and client disputes.Automatically extract key clauses, dates, and parties from contracts using AWS Textract and Bedrock, with structured output and cost tracking.
mistral-ai-voice-agent-for-servicetitan-field-service-scheduling
Field service businesses miss after-hours booking calls, forcing dispatchers to spend mornings returning voicemails and manually entering job details into ServiceTitan, leading to scheduling delays and lost revenue.After-hours voice agent that books field service jobs directly into ServiceTitan, freeing dispatchers from voicemail and reducing scheduling lag.
vllm-voice-agent-for-after-hours-small-business-support
Small service businesses miss after-hours calls, losing customers because they can't afford a 24/7 receptionist. Existing AI voice solutions require expensive cloud LLM APIs and send sensitive call data off-site.A self-hosted voice agent that answers after-hours calls using your own vLLM inference, with customizable workflows for appointment booking and FAQs.
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.
cohere-reliability-suite-for-xero-smb-accounting-ops
AI accounting agents that pull invoices, bank feeds, and payments from Xero break silently when rate‑limited or when the connection drops, forcing bookkeepers to restart sessions manually and risk double‑counting.Runbook automation, circuit‑breaking, and session continuity for AI agents accessing Xero financial data—keeping accounting workflows resilient when APIs fail or models falter.
anthropic-multi-agent-handoff-for-clio-smb-legal-case-management
Small law firms receive client inquiries across email and web; manually logging them in Clio, drafting initial replies, and assigning the right attorney consumes hours of non‑billable time.A multi‑agent system that triages client messages, drafts initial legal responses, and updates Clio case records with automation.
xai-grok-lead-intake-for-mailchimp-smb-email-marketing
SMBs rely on generic contact forms that dump leads into a single email inbox. There is no real‑time qualification, no tagging, and no immediate segmentation for email nurturing, causing lost opportunities.Capture website leads, qualify them with xAI Grok, and automatically sync to Mailchimp audiences without manual sorting.
openrouter-budget-guardrails-for-bigcommerce-smb-customer-support
BigCommerce merchants running AI-powered customer support chatbots face unpredictable LLM costs, risking budget overruns. Without real-time spend governance, a traffic spike can lead to surprise bills.A cost-control layer that enforces budget limits, routes to cheaper models when needed, and tracks spending for BigCommerce support chatbots.
cohere-knowledge-agent-for-postgresql-backed-financial-analytics
SMB finance teams waste hours querying SQL databases manually for transaction details, cash flow patterns, and expense trends. Existing BI tools require technical expertise, leaving non-technical staff reliant on ad-hoc data pulls.A conversational knowledge agent that answers financial questions by querying a PostgreSQL-backed knowledge base with semantic caching.