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you don't need to overthink this
when you look at this goldman sachs chart long enough it becomes pretty obvious how people will build the next wave of $10m-$100m+ ARR vertical ai companies
ill break it down
so we all know every business function produces something tangible
1. a recruiting pipeline produces candidate summaries
2. a finance team produces monthly reporting packages
3. a real estate team produces market analyses and listing packages
those outputs come from repeatable processes that pull information from a handful of systems and sources. builders who win in this environment start by understanding how those outputs get created today
they collect real examples, reconstruct the process step by step, then design software that gathers the inputs and assembles the finished output automatically
as adoption grows, the system expands into adjacent responsibilities until the product becomes the infrastructure that function runs on
most people still think in terms of software categories. CRM. ATS. ERP. project management. that framing misses what is happening
the next great vertical ai companies will be built around finished work. they will own the artifact the customer actually cares about, then expand outward until they own the function
so the opportunity isnt really “build an ai tool for real estate” which is what i see a lot of on twitter
the opportunity is much more specific:
1. build the ai employee that creates the broker opinion of value
2. build the ai employee that prepares the insurance renewal package
3. build the ai employee that drafts the first version of the investment memo
4. build the ai employee that assembles the lender reporting package every month...
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