Hi, I’m Livingstone Mumelo
a AI & Data Expert AI Practitioner. Data Advocate.

Why Small Numbers Win: What Formula 1, Road Trips, and Your Organization Have in Common

A data advocate’s case for paying attention to the numbers everyone else ignores

The Sport That Runs on Seconds

I love watching Formula 1. Ask most people why the sport is captivating, and they’ll talk about the glamour — the paddock, the networking, the luxury of it all. That’s not what draws me in.

What draws me in is the numbers.

Formula 1 is a sport where seconds decide championships. Not minutes. Not laps. Seconds — sometimes fractions of a second — separate a driver who lifts the trophy from one who watches someone else lift it. And behind every one of those seconds is data: tire degradation curves, fuel load calculations, brake temperatures, wind resistance, pit-stop timing down to the tenth of a second.

Listen to any race broadcast and you’ll hear it constantly: “We’re collecting data.” Engineers say it like a mantra, because it is one. Every small number a team gathers — however insignificant it looks in isolation — shapes a decision that could win or lose the race. Nothing is too small to measure. Nothing is too small to matter.

The Airport, the Speed Limit, and a Lesson I Didn’t Expect

I learned this lesson again, far from any racetrack.

I was once driving from a rural village, three hours out, with a flight to catch. My friend, riding along, was nervous about the time pressure and told me, “Don’t rush — we’d better arrive alive than dead.”

He wasn’t wrong to worry. But I told him my plan wasn’t to rush. It was to trust the numbers.

Every time we passed a stretch marked 80 km/h, I held the car at 75 km/h — steady, consistent, never drifting far from the limit, never wasting the margin I had. The car had cruise control and real power under the hood, but power wasn’t the point. Discipline with the numbers was. We made it to the airport with time to spare, and I caught my flight.

It’s the same instinct that kicks in when I’m running late and glance at Google Maps: it’s about the numbers. Not hope, not urgency, not luck — the number on the screen is what gets me there, if I respect it.

The Real Point: Life — and Business — Runs on Numbers Too

Here’s what I’ve come to believe, on the track, on the road, and in the organizations I’ve worked with:

Numbers decide outcomes. Whether you’re running a business, leading a team, or managing your own life, the small datasets you overlook today are quietly shaping the big results you’ll see tomorrow.

Too often, leaders focus only on the headline metrics — revenue, growth, quarterly targets — while dismissing the smaller data points as noise. But the data a security guard logs at your gate every morning is not fundamentally different from the data a cashier captures at the point of sale. Both are signals. Both, combined with everything else your organization collects, tell a fuller story than either can alone.

Three Things Every Data-Driven Organization Needs

1. A strategy that consolidates every dataset. Fragmented data is wasted data. Organizations need integrated systems that bring every data source — however minor it seems — into one place where it can be analyzed, reported on, and acted upon. There is no dataset in your organization that holds zero value; there’s only data that hasn’t found its use yet.

2. Clarity on what you’re trying to achieve. Data without a goal is just noise. Before you can decide which numbers matter most, you need clarity on what outcome you’re driving toward. Your goals define your metrics — not the other way around.

3. A culture that values data, not just tools. Data is ultimately about people. Systems and dashboards mean little if the people generating and using the data don’t understand why it matters. Involve your teams in the outcomes their data produces. Show them the impact. Teach the habit of noticing small numbers — because that habit, multiplied across an organization, is what builds a genuine data culture.

The Takeaway

Formula 1 taught me that seconds win championships. A rural road taught me that discipline with a speed limit gets you to the airport on time. And years of working with data across organizations have taught me the same lesson, over and over:

Every number is valuable. It’s only a matter of whether you’re paying attention.

I write about data, humanitarian AI, and the intersection of African entrepreneurship and technology. If this resonated, let’s connect.

AI ADS PERFORM WORSE THAN HUMAN ONES

AI can make advertising faster, cheaper, and easier to scale.

But there’s a catch: looking good isn’t the same as performing well.

A recent study of 3,000 consumers found that AI-generated ads were difficult for people to distinguish from human-made ads — yet, on average, they performed 14% worse on short-term sales potential and 17% worse on long-term brand equity.

That distinction matters far beyond advertising.

The lesson for businesses adopting GenAI is simple:

Don’t measure AI by how much content it produces or how much it saves. Measure it by the outcomes it creates.

AI is excellent for:
→ Scaling and versioning
→ Prototyping and experimentation
→ Localization
→ Repetitive, conventional creative work

But humans still matter most where context, emotion, culture, originality, and judgment are involved.

The future isn’t AI vs. humans.

It’s AI + human judgment — with the discipline to know where each creates the most value.

#GenerativeAI#ArtificialIntelligence#AI#Marketing#Innovation#DataDriven

I grew up in Kenya watching Arsenal. 22 years later, the data finally makes sense.

Last night, Arsenal won the Premier League for the first time in 22 years.

I am a Gooner. Have been since I was a kid in western Kenya, watching grainy replays of Thierry Henry glide past defenders like they weren’t there. For many of us who grew up in Africa, Arsenal wasn’t just a football club. It was a feeling. A way of seeing the world.

But today I’m not writing as a fan. I’m writing as a data person. And the data behind this club tells a story that goes far beyond football.

Let me start with the season just won.

Arsenal conceded only 26 goals all season. The fewest in the league. Their goalkeeper, David Raya, kept 19 clean sheets. But what strikes me most isn’t that number. It’s what it represents: a team that decided the most reliable path to winning was making it almost impossible to lose. They didn’t dazzle every week. They were just relentlessly, quietly, difficult to beat..

Since 2022, Arsenal spent 562 days at the top of the Premier League table — more than any other club. For three years in a row, they finished second. The trophy kept escaping them. But they never left the top.

That is not bad luck. That is character. And eventually, character converts.

Now here is where it gets interesting for me as a data person.

Arsenal have an estimated 100 million fans worldwide. Indonesia and the USA each generate roughly 9% of their global search traffic. Brazil contributes 6%. And Africa? Africa is woven through this club in ways that rarely get spoken about.

Aliko Dangote — the wealthiest person on the African continent, worth over $30 billion — has been publicly trying to buy this club for years. Khaligraph Jones, Kenya’s most prominent rapper, literally rapped about Arsenal in a hit song. Raila Odinga was a Gooner. Paul Kagame is a Gooner. The current UK Prime Minister gifted Arsenal merchandise to a sitting US President as one of his first diplomatic acts in office.

Arsenal’s fanbase includes a sitting head of government, Africa’s richest person, a 7× Formula 1 world champion, a reigning NBA champion, and four Oscar-winning actors. This is not a coincidence.

I want to sit with that for a moment.

We live in a world where people constantly debate what it means to belong. Where you grew up. Which passport you carry. Which language you think in. But 100 million people, from Lagos to Jakarta to Rio to Munich, woke up this morning connected by the same red shirt.

Here is what the data is actually saying, if you look past the numbers:

Arsenal are the most hated fanbase in the Premier League right now — 43% negative sentiment online, the joint highest in the division. Meanwhile Manchester City, who face 115 alleged financial rule breaches, sit at just 25%.

You know what that tells me? We are hated because we are present. Because we refuse to be quiet. Because we kept showing up at the top of the table for three years with nothing to show for it, and still believed.

Hate is data too. It tells you who people feel threatened by.

I work in data every day — building AI systems to predict floods, estimate crop yields, understand where hunger is heading before it arrives. And one thing this work has taught me is that the most important data is not always the numbers themselves. It is the story the numbers are trying to tell.

Arsenal’s story is this:

Stay consistent long enough and the results catch up. Build something that people across cultures and continents feel belonging to, and you have something that lasts. Be so good — and so present — that even the people who hate you cannot ignore you.

That is not just a football philosophy. That is a life one.

22 years. 562 days at the top. 100 million people.

We are home.

— A Gooner from Kenya, writing from Munich 🔴

#Arsenal #PremierLeague #DataStorytelling #Football #Leadership #Africa #COYG