How to know if your business needs AI automation
A simple filter for owners and operators: look for repeated work, clear rules, and enough volume to make the build pay back.
Insights
Practical guides for buyers choosing what to automate, price a first sprint, and decide what is worth building.
A chatbot is only useful when it is connected to the work behind the conversation: data, tools, routing, approvals, and follow-up.
1 workflow
before one chatbot
A practical pricing guide for small and mid-sized businesses comparing audits, first sprints, custom builds, and retainers.
$4k+
serious first sprint
Use this rule to spot internal tasks that are repetitive enough, painful enough, and structured enough for AI automation.
10 hours
per week threshold
For founders with an AI idea, the first version should prove the hardest assumption instead of trying to look like a full product.
4 weeks
to test the riskiest part
Need the shortcut?
Bring the messy process. We will help decide what to automate, what to ignore, and what a first build should cost.