Automation fit6 min read
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 AI advice for owners, operators, and founders.
Practical guides for buyers choosing what to automate, price a first sprint, and decide what is worth building.
AI strategy5 min read
Stop asking for an AI chatbot. Start with the workflow.
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
Buying guide7 min read
What AI automation should cost in 2026
A practical pricing guide for small and mid-sized businesses comparing audits, first sprints, custom builds, and retainers.
$4k+
serious first sprint
Framework5 min read
The 10-hour rule: when a task is ready for automation
Use this rule to spot internal tasks that are repetitive enough, painful enough, and structured enough for AI automation.
10 hours
per week threshold
Founder guide6 min read
AI MVP vs normal MVP: what founders should build first
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
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We can map the first AI opportunity with you.
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