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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13 solutions · page 1 of 2
openai-code-sandbox-for-veterinary-practice-performance-analytics
Veterinary practices generate appointment, revenue, and treatment data that managers want to analyze to improve margins, but they can’t share proprietary patient and financial records with a public AI assistant. They need a safe, isolated environment where they can ask natural-language questions and get answers backed by real clinic data.Secure, cost-capped AI data sandbox that lets veterinary practice managers run ad‑hoc analysis on clinic data without exposing sensitive information to external services.
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.
openrouter-budget-guardrails-for-bigcommerce-smb-customer-support
BigCommerce merchants running AI-powered customer support chatbots face unpredictable LLM costs, risking budget overruns. Without real-time spend governance, a traffic spike can lead to surprise bills.A cost-control layer that enforces budget limits, routes to cheaper models when needed, and tracks spending for BigCommerce support chatbots.
xai-grok-tax-form-extraction-for-smb-accounting
SMB accountants spend hours transcribing numbers from PDF tax forms into spreadsheets. Manual entry is slow and error-prone, and off-the-shelf OCR often produces garbled or malformed JSON that downstream systems can’t use.Automatically extract and normalize line items from tax forms (1040, W-2, 1099) for small business bookkeeping using Grok’s reasoning and REAA’s output repair engine.
vertex-ai-sandboxed-data-analysis-with-budget-guardrails-for-smbs
SMB analysts want to use AI to generate and execute data analysis code, but raw LLM outputs are often malformed, execution can runaway, and costs spiral without per‑job budgeting.Run AI-generated code safely inside a sandbox with per‑analysis spend limits and automatic output repair.
xai-grok-secure-code-sandbox-for-smb-data-pipelines
Small businesses want to use LLMs to automate Excel transformations, CSV analysis, or generate reports, but blindly executing generated code risks data corruption, infinite loops, and unpredictable cloud costs.Empower SMBs to safely run AI-generated code on their data with cost controls and execution quarantine, preventing runaway bills and destructive operations.
cohere-code-sandbox-for-mixpanel-small-business-analytics
Small businesses using Mixpanel struggle to extract deeper insights beyond dashboards—they need custom queries but lack data science skills and fear runaway cloud costs from AI-generated code.Let SMBs ask natural-language questions about their Mixpanel data and get safe, budget-constrained Python code executed in a sandbox.
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.
xai-grok-cost-control-for-smb-customer-support-agents
SMBs deploying AI customer support agents often face unpredictable monthly bills as chat volume spikes, with no built-in controls to limit spending per customer or automatically switch to cheaper models when budgets are exhausted.Prevent runaway AI spending by enforcing per-tenant daily budgets and fallback routing for xAI Grok-powered support agents.
cohere-lead-intake-agent-for-hubspot-smb-sales
SMB sales teams spend hours manually entering leads from various channels, leading to data entry errors, slow follow-up, and missed opportunities.An AI intake system that processes documents, emails, and chat messages to capture leads and auto-populate HubSpot CRM with accurate, categorized data.
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.
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.