Founder Notes · Article

Why I started XataTech

On the gap between knowing how to build software and helping a business actually use it.

John Soriano John Soriano / / 2 min read

There is a gap I kept running into as a product engineer, and it took me a few years to understand what it actually was.

The gap is this: building software well and helping a business use software well are different skills.

A lot of teams focus on the first skill and assume the second one follows. It does not. You can build something technically solid that a team never adopts, never trusts, and eventually works around with spreadsheets, side chats, or manual fixes.

XataTech exists because I wanted to work in that gap directly.

What the gap looks like in practice

The projects that frustrated me most were not the technically hard ones. They were the ones where the engineering was fine but the rollout was not.

A system did what it was supposed to do, but nobody used it because the workflow had not been designed alongside the technology. Or one person understood it, while everyone else waited for that person to explain, fix, or operate it.

The root cause was usually simple: the software was designed without enough understanding of how the team actually worked.

The requirements were written. The build was done. The handoff happened. But nobody owned the space between “here is how it works technically” and “here is how your team will use this on a busy Thursday when customers are waiting.”

Why international operators, why now

XataTech is built for operators, founders, and teams that need software, automation, and AI to work inside real business constraints.

That includes companies trying to move faster without adding more manual process. It includes teams that need efficient systems while staying thoughtful about customer data, review paths, and operational accountability. It includes international businesses with distributed teams, messy tool stacks, and work that crosses time zones.

The opportunity I see is not just AI or automation. It is implementation maturity.

Most businesses already have tools. What they lack is a clear operating system around those tools: how work moves, who owns each step, where data lives, what gets automated, what stays human, and how the team knows whether the system is working.

What XataTech is here to do

I started XataTech to provide more than software delivery.

The work is understanding the operation, finding the friction, designing the system, building the missing pieces, and helping the team actually use what gets built. Sometimes that means a custom application. Sometimes it means AI-assisted workflow design. Sometimes it means connecting the tools the business already pays for.

The point is not to build something impressive and leave the team to adapt around it.

The point is to build something that fits: a system the business can trust, maintain, and improve after the first launch is over.


John Soriano, founder of XataTech
John Soriano
Developer · AI Builder · Systems Thinker

I help founders and companies design and implement AI, software, and operational systems that create real business value. Founder of XataTech.

Let's talk

Looking at AI for your business?

Tell me the workflow that quietly costs you the most. I'll help you figure out whether AI actually belongs there — and what it would take to make it stick.