Why OpenAI's $750 Billion Spend Will Fatten Your 2026 Profit Margins

By Brian Hanson · Published 2026-07-23 · Updated 2026-07-24 · 4 min read

A large scale data center facility representing massive AI infrastructure investment for business utility.

Key takeaways

AI costs are expected to drop significantly as massive data center projects are completed.
Treat AI as a business utility like water or power rather than a luxury software.
Small businesses can increase 2026 margins by automating high-frequency manual tasks now.
The first step to benefiting from cheap AI is centralizing all business data digitally.
Preparing for cheap AI infrastructure allows you to outprice competitors who rely solely on manual labor.

The Massive Supply Wave Is Coming

OpenAI is planning to spend $750 billion on data centers and energy infrastructure to power its next generation of tools. You can see the full scope of this spending in the recent report from TechCrunch. Most people look at a number that large and think about big tech wars or stock prices. I look at it and see a massive drop in the price you'll pay to run your business in 18 months.

Think back to the early days of residential electricity. When the grid is being built, costs stay high because supply is limited. Once the wires are in the ground, the service becomes a commodity. We're watching the construction of the global AI grid right now. When $750 billion worth of specialized chips and power plants come online, the cost of the intelligence they produce will likely fall toward zero.

Intelligence as a Utility

Stop thinking of AI as a luxury software expense. Start thinking of it like the water bill. Right now, you might pay a few hundred dollars a month for various seats or tools. As this project scales up, the cost of processing a customer service request or drafting a contract will drop by 90% or more. OpenAI is betting that by building this supply, they can make AI so cheap it becomes the default way every business task is handled.

This is where your 2026 margins come into play. If your competitors still pay humans to manually enter invoices while you're using low-cost AI utilities, your profit per customer will be significantly higher. You can pocket that difference or use it to lower your prices and take their market share. The goal is to bake AI into your cost structure while it's getting cheaper every day.

From the Trenches

When I talk to business owners about AI infrastructure for small business, I tell them to ignore the hype and look at the capacity. Every time a new data center opens, the brain power available to your business increases. We're moving to a world where you use AI as freely as you use the lights in your office. The winners will be the ones who've already wired their businesses to accept that power before the price bottom falls out.

How to Prep Your Business This Week

You don't need to understand how a data center works to benefit. You just need to prepare your workflows to be plugged in to this cheaper power source. Here's how I'd start preparing your margins for 2026.

First, audit your recurring labor tasks that involve moving data. This includes taking info from a lead form and putting it into your CRM (Customer Relationship Management software). These are the first tasks where the cost will plummet. Write down exactly how long these tasks take and what you pay for them today.

Second, start centralizing your data. AI can't help you if your customer notes are in a paper notebook and your schedule is on a wall calendar. Bolt everything down into digital formats now. Digital data is the fuel these data centers run on. If your data is messy, you can't take advantage of the cheap processing power when it arrives.

Third, look at your customer touchpoints. Identify where a 2-minute delay in responding is costing you money. As the cost of AI drops, you can afford to have an agent (a small AI program) standing by for every single customer 24/7. Start mapping out what those conversations should look like today.

What to Watch Next

Watch for OpenAI to start offering unlimited tiers or massive price cuts on their API (the way different softwares talk to each other) costs. When you see those prices drop, don't just celebrate the lower bill. Use that extra room in your budget to automate the next most expensive human task in your office. If you want to see exactly how to wire these tools into your specific business, my 3-day training walks through the setup step-by-step.

Frequently asked questions

What does $750 billion in spending mean for my small business?

It means the supply of AI processing power will explode, which usually leads to much lower prices for the tools you use to automate your office.

Is AI still too expensive for a business with 5-10 employees?

Currently, many tools are affordable, but this infrastructure surge will make it so cheap that not using it will be more expensive than the subscription itself.

What is AI infrastructure for small business?

It refers to the physical data centers and hardware that run AI models. For you, it means the grid that provides the intelligence you use to answer emails or sort data.