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The First Conversation: What I Actually Ask When a Business Owner Calls About AI

By Jay Cosby, September 23, 2026
Most business owners who reach out about AI already know something feels broken or slow, but they are not always sure AI is the answer. They have heard the noise, read the headlines, and now they want to know if any of it matters for them. The first conversation I have with someone is not a sales call. It is a diagnosis. I start by asking what is taking too much time or costing too much attention. Not in abstract terms, but in their actual day. What are they doing manually that they wish they were not? What are their people spending hours on that feels like it should be faster? Where are leads, calls, or tasks falling through the cracks? I am listening for patterns. If someone tells me their phone rings all day and they miss half the calls because they are on job sites, that is a signal. If a real estate agent tells me they are retyping the same follow-up messages or manually tracking every lead in a spreadsheet, that is a signal. If a law firm is paying someone just to answer the phone and schedule consultations, that is a signal. These are problems AI can solve right now, reliably, without reinventing the business. But not every problem is an AI problem yet. If the issue is that they do not have a system at all, AI will not fix that. If they do not know what their process should be, automating confusion just makes it faster confusion. I tell people that plainly. Sometimes the answer is to build a basic workflow first, or fix something manual, and come back to AI later. Once I understand what is actually broken, I decide whether to point them to something I already run or build them something custom. I run live platforms across different industries: an AI voice receptionist and back office system, an operating system for real estate agents, a game film analyst for coaches, a legal receptionist and practice OS for law firms, software for government contractors, and a tax and finance operating system. If what they need fits one of those, I point them there. It is faster, it is proven, and it costs less than starting from scratch. But if their situation does not fit a platform I already have, and the problem is real and repetitive and worth solving, I will build something custom. I have spent over twenty years doing financial planning and analysis, business requirements, and IT project management for organizations including the Missile Defense Agency, NASA, and Army programs. I know how to define what a system needs to do, how to measure whether it is worth building, and how to make sure it actually fits the business instead of the other way around. The whole first conversation is about being honest. I am not trying to sell someone on AI if it is not the right move. I am trying to figure out whether it will actually save them time, handle real work, and justify what it costs. If it will, we move forward. If it will not, I say so. This is what I do for small and local business owners. If you want to have that first conversation, start one for free at jaycosby.com.

About Jay Cosby

Jay Cosby is a solo founder who designs, ships, and runs AI software for real businesses, from voice receptionists to full operating platforms, and applies the same disciplined systems to real estate investing.