Insights
Notes fromthe work itself.
Practical writing on AI operations, automation and running a business with systems that actually work. Case studies from our own builds, plus plain-language explainers with sources you can check.
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Airbnb’s AI Travel Agent: What It Means for Small Hospitality Businesses
Airbnb is launching a custom AI travel agent in early 2027. Here is how this shift in user interface and service delivery affects independent hosts and local service providers.
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Airbnb’s AI Travel Agent: What It Means for Small Business Travel
Airbnb is launching an AI agent in 2027 to handle complex trip planning. Here is how this shift affects small business travel management.
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Dify: Open-Source AI App Builder for Small Business Workflows
Dify lets small businesses build AI workflows and RAG pipelines without coding. Deploy on your own servers.
Not sure where to start?
Find your most promising first project.
The free AI Opportunity Snapshot takes about two minutes and points at the places automation is most likely to pay off.