Activeautomation
Local AI Automation Stack
Self-hosted AI tooling for automation workflows with controlled infrastructure.
OllamaOpen WebUIn8nDockerLinux
Context
Businesses want AI capabilities but need control, privacy, and governance over automated processes.
The Problem
Off-the-shelf AI solutions lack governance, can be expensive, and create dependency on external providers.
The Solution
Implemented local AI stack using Docker with Ollama, n8n for orchestration, and Open WebUI for interface.
Implementation
- •Ollama installation and model management
- •Open WebUI interface setup
- •n8n workflow automation
- •Document indexing pipeline
- •Prompt template system
- •Human review checkpoints
Features
Local model hostingWorkflow automationDocument QA capabilityControlled executionAudit loggingHuman-in-the-loop reviews
Outcome
Governed AI automation without blind execution. Created safer automation with review points and auditability.
Efficiency
Automated document processing with human oversight
Impact
Safer AI adoption with governance
Related
Skills Used
Automation & AI-Assisted WorkflowsIT Support, Diagnostics & Infrastructure
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