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
ollama-ai-observability-with-cost-allocation-for-smbs
On-prem LLM deployments lack visibility: IT teams can't tell which departments are consuming tokens, how much each call costs in terms of compute or proxy fees, or where bottlenecks occur. Without observability, they can't optimize or perform internal chargebacks.Gain OpenTelemetry tracing and per-department cost attribution for your Ollama LLM deployments running on-prem or at the edge.
ollama-agent-eval-harness-for-on-prem-smb-support-qa
SMBs running on-prem LLMs with Ollama lack automated QA to catch regressions in agent performance before customers encounter errors, leading to support drift and quality degradation.Run continuous quality evaluation on local AI agents using Ollama, with regression gating and cost tracking, all from a CLI.
ollama-reliability-suite-for-on-prem-smb-agent-operations
Small businesses running local AI agents on Ollama face silent failures when models return garbled JSON, hits rate limits, or crash mid-session, leaving customers hanging. They lack the ops tooling to detect and recover from these failures without a dedicated SRE.Keep local Ollama agents running 24/7 with automatic circuit breaking, runbook generation, session durability, and repair of broken structured outputs.
ollama-agent-mesh-for-small-business-workflow-automation
SMBs need multi‑step automation across email, spreadsheets, and web research but can't afford enterprise RPA and are wary of sharing sensitive client data with third‑party AI services.Orchestrate a fleet of local LLM specialists that handle email triage, CRM updates, and report generation without sending data to the cloud.
ollama-code-sandbox-for-smb-financial-analysis
SMB analysts need to run custom data processing scripts and financial models, but cloud sandboxes raise data privacy concerns and unpredictable costs. They lack a self-hosted solution that keeps sensitive financial data on-premises while providing robust code execution with governance.Self-hosted, on-premises code execution environment that lets small business analysts run Python and SQL queries with automatic cost controls and reliability safeguards.
ollama-rag-knowledge-base-for-retail-inventory
Small retailers waste hours searching through scattered PDFs and spreadsheets to answer customer questions about inventory, causing delays and lost sales.Self-hosted knowledge base that lets retail staff query product inventory docs using natural language, fully local with Ollama.