抓住中型企业的AI机会

the people moving on this now will own entire verticals. two years from now, everyone will see it. here's how to start before it's obvious. everyone's shipping vibecoded slop. openclaw bullshit. AI wrappers that sound good on a twitter thread and die before they make a dollar. meanwhile there's a market sitting right in front of you that nobody is serving. mid-market businesses. companies doing $1M-$50M+ in revenue. the ones running the actual economy. and almost none of them have a single AI system running. why mid-market these companies are stuck in a weird spot. too big for cookie-cutter solutions (generic SaaS that doesn't fit their workflows). too small for enterprise consulting (the McKinseys of the world won't return their calls under $500K). drowning in manual workflows. have budget but zero AI expertise.

that's most companies, by the way. they know AI is here. they've seen the headlines. their competitors are starting to move. but they're frozen. no internal team to build it. no idea where to start. no one they trust to guide them. the math there are roughly 1.7 million mid-market businesses in the US alone that need AI implementation right now. the number of people actually serving them? almost nobody. the entire AI industry is focused on two ends of the spectrum. consumer tools for individuals. enterprise platforms for the fortune 500. the middle is wide open. traditional marketing took 25 years to saturate as a service industry. AI implementation has existed for 2-3 years. you're early. stupid early.

the labs know it this isn't speculation. look at what the biggest AI companies on the planet are doing right now. openAI is in talks for a $10 billion joint venture with TPG, bain capital, advent, and brookfield. the entire purpose is pushing AI into the portfolio companies these PE firms control. anthropic is doing the same thing with blackstone, permira, and hellman & friedman. before that, openAI partnered with mckinsey, bcg, accenture, and capgemini. why? because enterprise companies won't adopt AI until a consulting firm they already pay millions tells them it's safe. anthropic launched a $100 million partner network. accenture is training 30,000 people on claude deployment. cognizant opened claude access to all 350,000 employees. both companies are spending billions to solve one problem. getting businesses to actually use AI. and who are they targeting? fortune 500. longest sales cycles. most bureaucracy.

the mid-market? nobody is solving it for them. the consulting firms charge $2M for what a lean team does for $50K. the PE ventures are focused on portfolio companies. the labs are fighting over the enterprise. that entire middle layer is wide open. the agent economy is coming zuckerberg said it on camera. every business will have its own AI. handling customers. running support. selling products. as standard as having a website. cuban has been saying it even longer. help businesses implement. they have budget but zero expertise. they're not waiting for AGI. they're waiting for someone to show them what's possible. the "agent economy" is coming. and most businesses are still running everything manually. the token math corporate AI spend is heading toward $10K in tokens per employee per year.

a mid-market company with 50+ employees? that's a six-figure AI budget. $500K+ in annual token spend. with zero internal expertise to deploy it. someone has to build those systems. someone has to manage those agents. someone has to make sure $500K+ in spend turns into ROI and not a line item that gets cut next quarter. if you show clear cost savings, time savings, or more coverage on something they're already doing, they buy. every time. how to break in you don't need clients. you need partners who already have them. there are thousands of fractional consultants working inside mid-market companies right now. fractional CFOs, COOs, operations people. they're embedded in these businesses. they know the workflows. they have the trust. and every single one of them feels the same thing right now. AI is coming for their value prop and they have no way to deliver it. that's your opening.

go to them and say "i'll attach AI development services to your consulting. you keep the relationship. you keep the retainer. i give you an upsell you don't have." they go from feeling like they're about to be replaced to feeling like they have a competitive advantage. you go from cold outreach to warm introductions into $10M+ companies. on the other side, there are thousands of AI engineers and developers looking for work right now. talented people. the supply of technical talent has never been higher. you don't need to be the developer. you need to connect the demand to the supply. the fractional consultant has the client. the developer has the skill. you sit in the middle and own the relationship on both sides. that's leverage. the play find a mid-market operator doing $5M-$10M+. become their AI department for a piece of the upside. fix their workflows. increase EBITDA. then productize the system. your JV partner introduces you to every other operator they know in the vertical. one deal turns into five. same pain points. same fix. different equity check.

that's how you build a portfolio. not by raising a fund. by delivering results and letting the network do the distribution. the positioning the mistake everyone makes is positioning themselves as a vendor. someone who builds a thing and walks away. vendors compete on price. they get replaced the second a cheaper option shows up. position yourself as a transformation partner. you're not selling a build. you're selling a business outcome. increased EBITDA. reduced costs. faster operations. the build is how you deliver it, not what you sell. sell the transformation. outsource the execution. the window two years from now this will be a crowded market. prices compressed. easy wins gone. right now there are 1.7 million businesses that need help and almost nobody positioned to give it to them.

the people moving today will own their verticals before the competition shows up. not because the work is hard, but because they started before it was obvious. markets open to those with balls and a cold email sequence.