The Story Behind SpatzAI

Preparing Teams for the Small Failures Before They Become Big Ones

Over 20 years ago, I was in a travel startup meeting with my brother and a well-known industry advisor.

We were discussing a potential investor relationship. I raised a concern bluntly, saying that we should warn the investors about us. In my view, we were not well matched.

The response was immediate. I was labelled a loose cannon. My brother agreed. I withdrew, feeling like the odd one out.

The investment went ahead.

Looking back, I don’t think the real failure was simply that I spoke up, or that others pushed back. I think the deeper failure was that we had no agreed way to dissent.

There was no shared process for raising a concern.

There was no structure for challenging how that concern was delivered.

There was no agreed response when someone felt unfairly treated.

There was no fair pathway for resolving the friction in real time.

So the dissent became personal. The delivery became the issue. The content of the concern was never properly tested.

I think this happens in workplace teams every day.

Someone believes they are raising a fair concern. Someone else experiences it as disruptive, badly timed, too blunt, or unfairly delivered. Without a shared process, both sides can feel right, both sides can feel wronged, and the team is left to guess what really happened.

That is the gap SpatzAI was created to address.

SpatzAI gives teams a simple agreed process for handling minor workplace spats before they become disputes, conflicts, or HR problems.

It helps team members:

  • raise concerns earlier,

  • caution poor delivery in real time,

  • document unresolved spats,

  • escalate proportionately,

  • and resolve issues through team and AI-assisted review.

The aim is not to encourage more conflict.

The aim is to help teams prepare for the small failures that naturally happen when people work, think, decide, and disagree together.

Because dissent is not enough.

Teams also need an agreed way to handle dissent fairly.

Without that agreement, dissent can feel like disruption.

With it, dissent can become part of better teamwork.