Automation Architecture

n8n workflows that connect your tools and automate your processes. Smart routing keeps costs near zero without sacrificing capability.

The problem

You're paying for multiple SaaS tools that don't talk to each other. Data lives in silos. Manual copy-paste between systems creates errors and wastes time.

Our approach

We design n8n-first automation architectures where every repeatable task becomes a workflow, not an LLM call. This means most operations run for free — intelligence is added only where it's needed.

How we automate

Workflows first, AI second.

1

Audit your tools

We map every SaaS tool, spreadsheet, and manual process in your operation. We find where data gets stuck.

2

Design workflows

Each integration is an n8n workflow with error handling, rate limiting, and cost tracking built in from the start.

3

Connect and optimize

Workflows go live with monitoring dashboards. We track execution counts, durations, and costs — then optimize continuously.

What you get

Tools that finally talk to each other

Email, CRM, calendar, invoicing, project management — connected through structured workflows, not fragile Zapier chains.

Near-zero running costs

n8n community edition is free. Most workflows cost nothing to run. LLM calls are cached and routed through Ollama first.

Error handling that works

Every workflow has built-in error triggers, Telegram alerts, and automatic retries. You know when something breaks — immediately.

Stop copying data between tools

Let's connect your systems and automate the boring parts.