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.
Filtering by
5 solutions
openrouter-code-sandbox-for-smb-financial-modeling
Small business analysts need to run what‑if financial scenarios but lack coding skills or safe execution environments. Manual spreadsheets are error‑prone, and exposing LLM‑generated code to a live environment risks data loss or cost overruns.A secure, budget‑aware AI code sandbox that lets non‑technical SMB analysts run Python financial models and get repaired, validated results without writing code.
databricks-code-sandbox-for-secure-smb-data-analysis
Small businesses with data in Databricks need ad‑hoc reports and analyses, but hiring a data engineer for every query isn’t feasible. Non‑technical staff often write inefficient or unsafe code, risking runaway costs.An AI agent that translates natural language into safe SQL and Python queries, runs them on Databricks, and returns results with cost tracking and guardrails.
xai-grok-code-sandbox-for-small-business-financial-modeling
SMB owners often lack the technical skills to build complex financial models in spreadsheets or Python, and sharing sensitive data with unvetted code execution environments is risky.An AI sandbox that lets SMB owners safely run AI-generated financial models and analyses with controlled execution and cost visibility.
perplexity-code-sandbox-for-smb-data-reporting
Small business analysts need custom reports but can’t write code. Asking an LLM to generate SQL or Python is one step — safely executing it against production data without destroying anything or blowing cloud budgets is the real challenge.Run AI‑generated analytics code in a safe, budget‑controlled sandbox with real‑time data hooks.
anthropic-code-sandbox-for-smb-data-analysis
Small businesses collect sales, inventory, and customer data but can't afford a data analyst. They need a way to ask business questions in plain language and receive trustworthy, actionable answers without risking runaway cloud costs or data breaches.Turn plain-English questions into safe, budget-controlled data analyses in a secure sandbox.