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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6 solutions
databricks-code-sandbox-for-netsuite-smb-financial-modeling
Small finance teams using NetSuite struggle to run custom financial models and what-if analyses because they lack safe, isolated execution environments and must manually pull data from NetSuite, often resorting to error-prone spreadsheet macros.Run safe, budget-aware financial models on NetSuite data using natural language queries, eliminating spreadsheet errors and manual data pulls.
google-gemini-medical-claim-extraction-for-smb-practices
Small medical practices spend 5–8 hours per week manually rekeying data from faxed or scanned claim forms. Errors in insurance coding cause denials and delayed payments, while privacy regulations demand strict data handling.Automatically pull patient demographics, diagnosis codes, and billing line items from scanned claim forms and PDFs, with built-in PII redaction and audit.
vllm-ai-spend-control-for-smb-agent-workflows
Small businesses running agents on self‑hosted vLLM struggle to see aggregated LLM spend per customer, team, or use case. Without built‑in budgeting, a runaway prompt or misconfigured agent can balloon compute costs before anyone notices.Track, cap, and forecast LLM costs across all your agents powered by self‑hosted vLLM models, without slowing down responses.
vercel-ai-gateway-observability-for-smb-ai-agent-operations
Small businesses deploying AI agents on multiple models through Vercel AI Gateway lack visibility into token consumption, latency, and failure rates across providers. Without centralized monitoring, they cannot pinpoint cost spikes, detect degradation, or enforce budgets, leading to runaway bills and unreliable customer experiences.Unified OpenTelemetry tracing, cost tracking, and performance alerts for every LLM call routed through Vercel AI Gateway.
cohere-agent-mesh-for-multi-channel-customer-support-triage
SMB support teams juggle inquiries from multiple channels—email, live chat, and social media—often with manual routing to specialists. They need an automated system that intelligently classifies and routes each request to the right agent, avoiding misrouting and high operational costs.Orchestrate multiple Cohere-powered specialist agents to triage customer support tickets across email, chat, and social media with confidence-based routing and cost tracking.
agnostic-ai-cost-control-for-quickbooks-online-smbs
SMBs using multiple LLM providers for different tasks have no unified view of their AI spend, making it impossible to budget or allocate costs to the right projects without manual spreadsheet work.Monitor and cap AI spending across any LLM provider, then sync categorized costs directly into QuickBooks Online as operational expenses.