AI Automation that Actually Ships.
We build custom AI apps, agents, and automations for businesses – and ship our own products. Echo turns your brand DNA into content that sounds like you; Flow generates validated n8n workflows in minutes.
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
$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
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
$10,000–$30,000+ /month
We keep building, watching, and improving. You run your business.
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Prefer to build? Start with our products.
WotAI Echo
The content engine your agents call.
Brand-first content marketing as MCP tools and a CLI – Brand DNA, audits, gated generation, and publishing.
Learn moreWotAI Flow
Generate n8n workflows in minutes, not hours.
Validated, deployable n8n workflows built from real node schemas – not broken chatbot JSON. Free plan available.
Learn moreWoterClip
Stop babysitting your AI coding agent.
Open-source Claude Code plugin for multi-agent orchestration – persona routing over GitHub Issues. MIT, free forever.
Learn moreFrom the blog
What we're shipping, learning, and publishing.
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.
How to Automate Invoice Processing: An Operator's Guide
The five steps every invoice automation runs, the extraction step where projects actually fail, real 2026 pricing from $0 to $89 per user, and the invoices you should not automate at all.
Your CLAUDE.md File Is Too Long: The Context Diet That Cut Mine 87%
Anthropic removed ~80% of Claude Code's system prompt for Claude 5, and the internet decided that means delete your CLAUDE.md. Don't. Here's the four-bucket diet that took mine from 1,204 lines to 151 without losing a single incident-earned warning.
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.
30 minutes. No pitch. You keep the plan.
Prefer to build it yourself? Try Flow free