Zimbra is an open-source email and collaboration suite that bundles messaging, calendaring, contacts, and shared documents. Organizations choose it when they want more control over where their email lives, whether self-hosted or run by a provider. We can integrate Zimbra with other systems or help plan a migration to or from it.
AI that learns your workflow, instead of a workflow that bends to the AI.
The practice of embedding artificial intelligence tools into an organization's existing systems and workflows. It involves analyzing business processes, selecting appropriate models or platforms, and connecting them to data, applications, and decision logic, producing operational systems with built-in intelligence.
Vibe Coding Support
Recommendation Engine Development
Workflow Automation
Retrieval Augmented Generation (RAG) Configuration
Python Development
n8n Consulting
Custom MCP Development
AI-Enhanced Systems
Consulting
Model Context Protocol
Large Language Model (LLM)
Rails
Python
JavaScript
n8n
ChatGPT
Turning email into structured data takes information from the inbox to your indexable database.
Integration
AI Integration
Web Development
Workflow Automation
Migrate from Excel
Workflow Intelligence with Claude Cowork
Flexibility, data integrity, and performance through local file record editing.
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FileMaker Performance Improvement
Code Optimization
Code Readability
Code Maintenance
FileMaker Development