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.

Claude Code on Amazon Bedrock: when a team should route through AWS
AI for BusinessAI

Claude Code on Amazon Bedrock: when a team should route through AWS

Route Claude Code through Amazon Bedrock when AWS has to process your prompts and code, or your compliance program needs it. What a team gives up on Bedrock, what it gains, and the AWS-billed middle option, Claude Platform on AWS.

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11 min
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Claude Code permissions: allow, ask and deny rules that hold
AIAI Development

Claude Code permissions: allow, ask and deny rules that hold

Claude Code permission rules run in a fixed order, deny, then ask, then allow, and the first match decides. How to write Bash, file and MCP rules that match what you meant, where a path anchors, and where a rule stops protecting you.

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12 min
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Claude Code settings.json: every scope, and which file wins
AIAI Development

Claude Code settings.json: every scope, and which file wins

Claude Code reads settings from four JSON files plus managed settings, and the highest level that sets a key wins. Where each file lives, who it reaches, how lists merge, and why a key you commit can still miss a teammate.

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14 min
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