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All issuesVolume 337, Issue 2IT NewsTechstrong.IT

Nine Out Of Ten Isn't Good Enough

Techstrong.IT, Wednesday, April 8th, 2026

One of the things you learn running infrastructure is that percentages can lie. Back in the dot-com days, I spent a good amount of time in the hosting industry. Reliability was the name of the game. And very early on, I learned that a number that sounds good in marketing can be terrible in the real world.

ake uptime guarantees.

Early hosting providers used to brag about 90% uptime. On paper, it sounded respectable. In reality, it was a joke, because 10% downtime translates into weeks of outages over the course of a year. No serious business could operate that way.

Eventually, the industry got religion about reliability. Four nines became the standard. Then five nines. Even then, you were still talking about a few minutes of downtime each month, and those minutes mattered when real systems were involved.

I learned the same lesson again with early text recognition software. Vendors proudly claimed their software was 90% accurate. Sounds great until you run a 1,000-word document through it and realize you now have roughly 100 mistakes to fix.

Suddenly, that 90% number feels a lot less impressive.

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