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.
158 solutions · page 1 of 14
anthropic-code-sandbox-for-smb-data-cleansing-pipelines
Small businesses often need to clean and transform CSV, JSON, or database exports but lack the infrastructure to safely execute LLM-generated code. Running it directly risks data corruption, runaway costs, or exposure of sensitive records.Safely run LLM-generated data transformation code in an isolated sandbox, with cost tracking and automatic output repair.
mistral-ai-document-pipeline-for-shopify-tax-document-extraction
E‑commerce merchants on Shopify manually re‑type tax details from PDF invoices and receipts into accounting software, leading to errors, delays, and compliance risks.Extract tax IDs, totals, and line items from Shopify PDF invoices and receipts, ready for QuickBooks or Xero.
mistral-ai-voice-agent-for-after-hours-customer-support
SMBs lose business when customers call outside business hours. They can't afford 24/7 staff, and simple IVRs frustrate callers.A voice AI receptionist that handles after-hours calls, answers FAQs, and books appointments using Mistral's LLM.
aws-bedrock-reliability-suite-for-auth0-smb-auth-operations
SMBs relying on Auth0 for customer login experience silent outages or lockouts from misconfigured secrets, quota spikes, or expired certificates, with no automated recovery.Circuit-break Auth0 API calls, rotate secrets automatically, and auto-run incident runbooks when authentication failures spike—keeping SMB login flows resilient.
anthropic-document-pipeline-for-netsuite-smb-invoice-processing
SMB bookkeepers waste hours on manual entry from supplier invoices into NetSuite, leading to errors, late payments, and missed early-payment discounts.Extract invoice fields from PDFs and emails using Claude, push to NetSuite, with per-invoice cost caps and semantic caching for recurring vendors.
google-gemini-lead-intake-for-jotform-smb-lead-qualification
SMBs using Jotform get flooded with submissions, but manually sorting qualified leads from spam and tyre-kickers wastes sales team hours and lets good leads go cold.Ingest form submissions from Jotform webhooks, classify lead quality with Gemini, auto-route hot leads to sales and ask clarifying questions for ambiguous entries.
ai-runbook-automation-for-agent-failure-recovery
Small businesses relying on AI agents for customer support or operations face unpredictable outages and errors; when an agent goes down or returns garbage, the business needs automatic failover and recovery without 24/7 ops staff.Automatically trigger health checks and runbooks when AI agents fail, with circuit breakers and idempotent retries—no single provider lock-in.
xai-grok-invoice-extraction-for-quickbooks-smbs
Small businesses receive hundreds of invoices in PDF format that need to be manually entered into QuickBooks; existing OCR is brittle and expensive, and LLMs sometimes produce unparseable JSON.Extract structured invoice data from PDFs using xAI Grok, with automatic repair of malformed LLM output and cost monitoring.
databricks-mcp-server-for-smb-data-analytics
SMBs using Databricks for business intelligence struggle to let AI agents interact with their data safely—each customer needs isolated access, rate limits, and audit trails, which are complex to build from scratch.Expose Databricks SQL queries as secure, multi-tenant MCP tools for AI agents, with built-in auth, rate limiting, and observability.
databricks-code-sandbox-for-secure-smb-data-analysis
Small businesses with data in Databricks need ad‑hoc reports and analyses, but hiring a data engineer for every query isn’t feasible. Non‑technical staff often write inefficient or unsafe code, risking runaway costs.An AI agent that translates natural language into safe SQL and Python queries, runs them on Databricks, and returns results with cost tracking and guardrails.
cohere-knowledge-agent-for-plaid-smb-financial-insights
SMB owners waste hours manually combing through bank statements and spreadsheets to answer basic questions about cash flow, vendor spending, and recurring costs.Answer questions about your small business finances by connecting your Plaid-linked bank accounts to a natural language Q&A agent powered by Cohere.
aws-bedrock-mcp-server-for-github-small-business-devops
Small dev teams waste time navigating GitHub's UI to gather information across repos, losing context when switching between tasks and needing answers from past pull requests and issues.Give your developers an MCP server that lets AI agents query GitHub repositories, issues, and pull requests using natural language through AWS Bedrock.