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The System

Automation Engineering

Custom workflows, system integrations, and AI-powered automation that eliminate the manual work your team shouldn't be doing.

The Problem

Most businesses lose hundreds of hours a month to work that shouldn't be manual. Dragging files between platforms. Copy-pasting into spreadsheets. Compiling reports nobody reads until they're stale. Transferring data between systems that should already be talking to each other.

It's not that your team isn't capable — it's that they're spending their capability on the wrong things.

What We Build

We design and build automation systems using tools like n8n, Make, Python, Claude Code, and agentic AI. We integrate with the platforms your team already uses — Monday, Airtable, Asana, Trello, and your CRM — so nothing changes about how your team works except the manual parts disappear. The outcome is always the same: less manual work, fewer errors, and more time for the things that actually grow your business.

Common Projects

Data Pipeline Automation

Pull, transform, and push data between systems on a schedule. No more manual exports.

AI-Powered Workflows

Use Claude, GPT, or Gemini to classify, summarize, extract, or generate content inside your existing workflows.

System Integration

Connect tools that don't natively talk to each other. Monday, Airtable, Asana, Trello — CRM to accounting to project management to reporting, all synced.

Report Automation

Auto-generate weekly/monthly reports from live data. Delivered to Slack, email, or a dashboard.

Lead Routing & Notification

New lead comes in, gets scored, gets assigned, rep gets notified. All automatic.

Document Processing

Extract data from PDFs, invoices, forms. Classify and route to the right place.

Services

Workflow Automation

Custom n8n, Make, or Zapier workflows that connect your tools and automate repetitive processes.

You describe the process. We build the automation. It runs on a schedule, on a trigger, or on demand — whatever fits. Includes monitoring, error handling, and documentation so your team understands what's happening.

AI Agent Development

Purpose-built AI agents that handle classification, extraction, generation, and decision-making inside your workflows.

Not chatbots. Functional agentic AI that processes your data, makes decisions based on rules you define, and takes action inside your systems. Built with Claude Code, Claude, GPT, Gemini, or open-source models depending on the use case.

System Integration

Connecting the tools you already use into a single, coherent system.

You shouldn't need to manually move data between platforms. We build the bridges — APIs, webhooks, database syncs — so information flows where it needs to go without anyone touching it.

Still doing it manually?

Tell us about the workflow that's eating your time. We'll scope out what automation looks like.

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