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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14 solutions · page 1 of 2
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.
aws-bedrock-document-pipeline-for-magento-invoice-automation
Small e‑commerce businesses receive dozens of supplier invoices weekly as PDFs or images. Entering each manually into Magento is tedious, introduces errors, and delays payment tracking, causing late fees and stock discrepancies.Automatically extract vendor invoice data from PDFs and emails, then reconcile and post them as Magento purchase orders or payments without manual data entry.
aws-bedrock-rag-eval-harness-for-smb-customer-support-bots
SMB support teams rely on RAG chatbots to handle customer questions, but hallucinations or irrelevant answers slip through unnoticed, damaging trust. They have no systematic way to continuously measure answer quality and catch regressions before customers do.Automatically score RAG answer quality, track evaluation costs, and block deployments when your AI support bot’s accuracy dips.
aws-bedrock-knowledge-agent-for-buildium-tenant-self-service
Property managers spend hours answering repetitive tenant inquiries; after-hours questions go unanswered, frustrating tenants and increasing churn.Answer tenant questions about leases, payments, and maintenance schedules by pulling real‑time data from Buildium and a knowledge base of property documents.
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.
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.
aws-bedrock-document-pipeline-for-appfolio-lease-data-extraction
Property managers waste hours manually transcribing lease documents into AppFolio, leading to errors and slow tenant onboarding.Extract lease data from PDFs and scanned images, push structured records to AppFolio with Bedrock, tesseract, and REAA’s structured repair.
aws-bedrock-knowledge-agent-for-appfolio-tenant-inquiries
Property managers spend excessive time answering routine tenant questions via email and phone, reducing time for higher-value tasks like leasing and maintenance coordination.A self-service AI knowledge base that answers tenant questions about policies, maintenance, and lease terms using AppFolio data.
aws-bedrock-security-guardrails-for-stripe-payment-agents
Small e-commerce businesses adopt AI agents to handle payments and fulfillment, but a hallucinated or misrouted Stripe call can issue refunds, alter subscriptions, or expose cardholder data — and they lack the tooling to audit and block those actions in real time.A guardrail layer that inspects and secures every Stripe API call initiated by AI agents, stopping unauthorized charges and PII leaks.
aws-bedrock-multiagent-handoff-for-slack-support-triage
Support teams in Slack are flooded with requests, and manual triaging to the right expert delays responses, hurting customer satisfaction and agent productivity.Triages incoming Slack support requests by automatically routing to specialist AI agents for billing, technical issues, or account management.
aws-bedrock-multi-agent-handoff-for-zendesk-ticket-triage
Small customer support teams are overwhelmed by repetitive ticket classification and routing, causing delays and inconsistent responses.Route Zendesk support tickets to specialized AI agents based on topic, with seamless context handoff and escalation to human agents.
aws-bedrock-lead-intake-for-small-business-growth
SMBs lose 40% of leads because calls go unanswered and form submissions sit in an email inbox. Manual data entry and follow‑up delays crush sales velocity.Phone calls and web forms become structured, qualified leads—automatically routed to your CRM with AI voice analysis and document extraction.