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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10 solutions
vllm-reliability-suite-for-netsuite-smb-financial-operations
SMBs using NetSuite need to classify transactions, detect anomalies, and enrich vendor data, but manual processes and unreliable point‑to‑point scripts cause data drift and missed insights.A durable sync pipeline that uses vLLM to enrich NetSuite records, with circuit breakers and idempotency so no transaction is lost or duplicated.
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.
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.
langchain-reliability-suite-for-smb-support-agents-with-auto-runbooks
Small businesses rely on AI support agents, but LLM provider outages, API rate limits, and configuration drift can bring the agent offline for hours, costing sales and trust. They need a robust reliability layer they don’t have to build themselves.Keep SMB AI support agents operational 24/7 with circuit breakers, idempotent workflows, automatic API key rotation, and self‑generating runbooks.
vertex-ai-reliability-suite-for-smb-agent-operations
Small business AI agents regularly fail due to downstream tool outages, LLM hallucinations, and retry storms, causing customer-facing disruptions and uncontrolled costs without dedicated SRE teams.Keep AI agents running reliably with automated circuit breakers, idempotent retries, and self-healing runbooks backed by Vertex AI.
mistral-ai-agent-reliability-suite-for-smb-customer-support
SMBs running AI customer support agents experience cascading failures when one downstream API (like order lookup, return portal) becomes slow or unavailable, leading to lost customer interactions and manual intervention.Keep your Mistral‑powered customer support agents resilient to tool failures with automatic circuit breaking, retries, and incident playbooks.
openai-multi-agent-handoff-for-e-commerce-order-handling
Small e-commerce teams are overwhelmed by repetitive order support requests and risk double-refunding customers when multiple agents manually process the same issue.Handle order status, modifications, and cancellations via a Mastra-orchestrated multi-agent system with OpenAI, preventing duplicate refunds and runaway costs.
azure-ai-reliability-suite-for-smb-ai-operations
Small businesses running AI agents on Azure often face unpredictable outages, silent failures, and runaway costs without dedicated SRE teams to monitor, alert, and recover.Proactive incident detection, self-healing, and cost-aware failure recovery for SMB AI agent operations, powered by Azure AI.
google-gemini-reliability-suite-for-smb-ai-operations
SMBs relying on AI agents experience frequent tool failures, duplicate operations, unhandled errors, and uncontrolled costs, which erode trust and delay critical processes.Resilient Gemini-powered agents with built-in circuit breakers, idempotency, incident runbooks, and budget controls for SMBs.