Speed Isn’t the Metric. Value Is.

Everyone wants to tell you how fast their AI is. Fast to deploy, fast to answer, fast to spit out the deck, fast fast fast. And yeah, speed sells, because it’s easy to feel. You watch something happen in three seconds that used to take three hours and your brain just goes “righto, this is the future.”

But here’s the bit nobody wants to sit with. Speed on its own doesn’t mean a thing if what comes out the other end isn’t actually worth having.

I mean, think about it. If I can bang out a bad strategy doc in ten seconds instead of two days, I haven’t saved any time at all. I’ve just gotten to a useless outcome faster. The speed didn’t create value, it just sped up how quickly you find out you’ve got nothing.

Everyone’s chasing the wrong number

And so this is where I reckon a lot of organisations are getting it twisted right now. They’re measuring the wrong thing. Every meeting’s about turnaround time, response time, time-to-first-draft, and everyone’s nodding along because the number’s going down and down feels like progress. But nobody’s asking the harder question, which is, is the thing any good? Did it actually move something forward? Would a smart, busy person look at this and go yep, worth my time, or would they quietly file it under “technically done, practically useless”?

Speed’s sexy because you can see it. You can put it on a slide. “We cut processing time by sixty percent” and everyone claps. Value’s a much harder sell in a boardroom because it shows up slower and it’s messier to measure. It’s not a stopwatch, it’s a judgement call. Did the decision get better. Did the customer actually feel understood. Did the work hold up when someone with real standards looked at it properly.

At the end of the day, that’s the whole game, isn’t it. Not how fast the machine moved, but whether what it made was actually worth having.

Speed’s a multiplier, not a foundation

Now I’m not saying speed doesn’t matter, because it does. Nobody wants a slow tool clogging up their day. But speed’s a multiplier, not a foundation, and that’s where most of the confusion comes from. Multiply zero by anything and you still get zero. You can be lightning fast at producing average work and all you’ve really done is scale mediocrity. You’re just making more of the thing nobody needed, quicker, and with more confidence than it deserves.

And here’s the sneaky part. Speed doesn’t just fail to create value on its own, it can actually hide the fact the value was never there to begin with. Something that takes two days to make, you’ve got time built in to notice it’s not quite right. Someone reads the draft, pulls a face, sends it back. But when the same average thing gets churned out in eight seconds, there’s a real pull to just ship it, because the speed itself feels like proof something good happened. It’s not. It’s just proof a process ran quickly. Two very different things, and organisations keep mixing them up.

What value actually looks like

The mob getting something real out of AI right now aren’t the ones bragging about speed in the all-hands. They’re the ones who slowed down at the start, worked out where the actual value gap was in their business, and then bolted speed on top of that. Speed in service of value, genuinely one of the best force multipliers going around. Speed as the whole story on its own, with no real judgement behind it, that’s just noise wearing a progress costume.

Kind of how I think about it, ask yourself what a genuinely excellent version of this looks like if a sharp person with unlimited time made it by hand. That’s your value bar. Then ask how AI gets you there faster or more consistently. Completely different question to “how do we make this faster,” and it leads you to a completely different set of calls about where you actually plug this stuff in.

None of this is new, and that’s kind of the point

Look, none of this is groundbreaking, I know that. Say it out loud and most people would nod along, yeah course value matters more than speed. But knowing it and actually living by it are two different things, and that gap is what I keep running into. Everyone’s chasing the flashy metric because it’s easy to point at and it feels good in a quarterly review. Value doesn’t give you that same hit. It’s quieter. Takes longer to prove out. Doesn’t fit neatly on a slide with an arrow pointing up and to the right.

But value’s the thing that actually compounds. A genuinely good piece of work, a genuinely well made decision, a tool that’s actually useful in someone’s hands, that keeps paying off long after the moment it got made. Speed without value just gives you more nothing, faster than before.

So if you’re sitting there working out how to bring AI into your organisation properly, don’t start with how do we make this faster. Start with what would actually be valuable here, and would a real person notice and care. Get that sorted first. Build the judgement in before you build the speed in. The speed follows once you actually know what you’re optimising for, and when it does, it’ll mean something, instead of just looking good on a dashboard.