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
openai-lead-intake-with-adaptive-routing
SMB sales teams lose revenue because inbound leads fall through the cracks or receive no timely follow-up. Manual qualification is slow, inconsistent, and often misses key buyer signals hidden in form submissions and attached documents.Automatically capture, qualify, and route inbound leads using AI, so your sales team only works the opportunities that are ready to close.
perplexity-market-research-document-pipeline-for-smbs
Small businesses drown in market reports, PDFs, and industry analyses but lack a way to turn them into actionable insights quickly. Manually sifting through hundreds of pages is slow and often misses critical connections across internal and external data.Transform scattered market reports into a searchable research assistant powered by your documents and live market data.
vllm-security-guardrails-for-smb-api-gateways
SMBs exposing self-hosted vLLM APIs risk sensitive data leaks and misuse, but lack the security expertise to build custom guardrails.A drop-in API proxy that adds PII redaction, prompt injection defense, and content safety checks to any vLLM endpoint.
anthropic-security-guardrails-for-smb-ai-chatbots
Small businesses deploying AI chatbots face regulatory and reputational risks when user‑supplied PII leaks through, prompt injections manipulate the model, or the LLM produces harmful content. They lack an easy, self‑hosted way to enforce safety rules without relying on expensive API gateways.Pluggable Express middleware that scrubs PII, blocks prompt injections, and enforces content policies on Anthropic-powered chatbots — no vendor lock‑in.
openrouter-agent-mesh-for-smb-workflow-automation
Small businesses struggle to adopt multi-agent AI because orchestrating different models and services reliably—without runaway costs or fragile handoffs—is beyond their in‑house engineering capacity.Coordinate multiple specialist AI agents across teams using a single low-cost routing layer with built‑in observability and spend controls.
mistral-ai-invoice-reconciliation-for-stripe
Accountants manually match dozens of emailed PDF invoices to Stripe payment records, leading to errors and hours of tedious verification.Automatically extracts structured data from PDF invoices and reconciles them against Stripe transactions, flagging discrepancies for your finance team.
mistral-ai-invoice-extraction-for-smb-accounting
SMB accountants spend hours manually entering invoice data into accounting software. Errors and delays cost money.Automatically extract vendor, amount, and line items from invoices using Mistral Large, with cost-aware processing.
xai-grok-pii-detection-for-smb-customer-communication
SMBs using Grok for customer support risk exposing personal data or generating offensive content, leading to lawsuits and reputation damage.Protect customer data by scanning Grok-powered messages for PII and offensive content before they reach end users.
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.
langchain-observability-for-smb-ai-workflow-monitoring
SMBs adopting LangChain for multi‑step LLM workflows have no built‑in way to see where latency piles up, which chain step costs the most, or why a particular prompt is bleeding tokens. They either fly blind or pay for a separate SaaS with complex setup.Plug‑and‑play tracing and cost observability for LangChain‑based pipelines, built on REAA’s open‑source instrumentation stack.
azure-ai-multi-agent-handoff-for-e-commerce-customer-support
E‑commerce SMBs field support queries that span order tracking, returns, product recommendations, and tech support. A single monolithic chatbot can't handle the breadth, and human agents are overwhelmed during sales spikes.A routing mesh that classifies customer intents and hands off conversations between specialist AI agents — all hosted on Azure AI, so SMB e‑commerce teams can scale support without hiring.
vertex-ai-budget-guardrails-for-multi-agent-systems
Small businesses using multiple AI agents on Vertex AI often exceed their monthly budget due to unpredictable model calls and no per-agent cost controls.Keep your AI costs predictable with per-agent budget limits and automatic model routing on Vertex AI.