AI Automation that Actually Ships.

We build custom AI apps, agents, and automations for businesses – and ship our own products. Flow generates validated n8n workflows in minutes.

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Services

We build it. You run your business.

Custom AI apps, agents, and the automations around them – delivered by our senior product-engineering team. Every engagement starts with a free discovery call.

Build your AI workflows

Build your AI workflows

$5,000–$20,000+ per project

Your highest-ROI workflows, built, tested, and running in production.

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Build a custom AI app

Build a custom AI app

Fixed-fee pilot then monthly retainer

When a workflow isn't enough – a custom app, agent, or modernized system.

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Run your AI ops

Run your AI ops

$10,000–$30,000+ /month

We keep building, watching, and improving. You run your business.

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Products

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Live

WotAI Flow

Generate n8n workflows in minutes, not hours.

Validated, deployable n8n workflows built from real node schemas – not broken chatbot JSON. Free plan available.

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Open Source

WoterClip

Stop babysitting your AI coding agent.

Open-source Claude Code plugin for multi-agent orchestration – persona routing over GitHub Issues. MIT, free forever.

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From the blog

What we're shipping, learning, and publishing.

AI readiness checklist: five checks before you automate a workflow
AI for BusinessAI Automation

AI readiness checklist: five checks before you automate a workflow

Readiness gets assessed at two levels. Organization readiness plans the program; workflow readiness picks the next build. This is the second one: five checks, scored out of 25, in about five minutes, with your weakest check named so you know what to strengthen first.

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11 min
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Claude for Small Business (2026): all 15 workflows, the real cost, and when to skip it
AI for Business

Claude for Small Business (2026): all 15 workflows, the real cost, and when to skip it

Claude for Small Business is a plugin for Claude Cowork with 15 ready-to-run workflows and 15 skills. Here's what's in it, how it compares to ChatGPT Team, and a decision tree for picking the right setup.

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16 min
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The Gauntlet Loop, tested: four runs of Matt Shumer's method
AI DevelopmentVibe Coding

The Gauntlet Loop, tested: four runs of Matt Shumer's method

Matt Shumer's Gauntlet Loop, run four times on real projects: three browser games and an SEO overhaul. What the viral prompt leaves out, and what actually decides success.

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16 min
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Ready to put AI to work?

Book a free discovery call and we'll tell you what we'd automate first – and what we wouldn't touch yet.

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30 minutes. No pitch. You keep the plan.

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