# AI Agents & Automation

We put language models to work on real operations: extracting structured data from messy input, wiring agents into the systems you already run, and automating the handoffs that currently happen by hand.

- **Provider:** Paraline Tech
- **Page:** https://paralinetech.com/services/ai-automation

## What you get

- LLM integration and provider routing
- AI agents and tool definitions
- MCP servers
- Document and data extraction
- Workflow automation and chatbots

## Tools

OpenAI, Gemini, LangGraph, n8n, MCP

## How it runs

1. **Audit.** We look at what exists: the site, the accounts, the numbers. You get a written list of what is wrong and what it costs you.
2. **Plan.** A short, ordered plan: what we do first, what it needs from you, and how we will know it worked.
3. **Execute.** The work itself, shipped in small pieces you can see, with a weekly note on what changed.
4. **Report.** A monthly report in plain language: what moved, what did not, and what we are doing next.

## Where Paraline Tech has done it

- [Volnyn: AI Website Builder & LLM Gateway](https://paralinetech.com/work/volnyn): Multi-provider LLM platform that generates and live-previews websites via SSE streaming, then deploys each one to its own volnyn.app subdomain. Freemium quotas, tiered plans, Gemini/OpenAI routing by tier.
- [Volnynx: MCP Integration for a Freelance Marketplace](https://paralinetech.com/work/volnynx-mcp): Remote HTTP MCP endpoint that lets AI assistants act on a Laravel marketplace, with no client package required.