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Writing · five chapters · about 17 minutes

The Financial Truth: Running the Business of You

Chapter 1 · 3 min read

The Anatomy of Self-Mastery

Why do we assume meticulous tracking is only for sports science or corporate metrics? Think about an elite athlete training for the Olympics. They do not lace up their shoes and train entirely by how they feel that morning. They track every data point available: heart rate variability, sleep quality, recovery metrics, and the fractions of a second on their split times.

They don't do this to restrict themselves or turn their life into a mechanical prison. They do it because operating at their peak requires objective clarity. They need to see when their body is improving, notice early signs of injury before they feel the pain, and know when they have earned the leeway to rest.

The same reality holds in the organisational world. Every successful institution on earth, from global tech giants to small local non-profits, tracks its income, expenses and operational pipelines. While the phrase "corporate management" can evoke images of cold greed or unfeeling profit-chasing, the structural reality stays intact: no organisation can survive, let alone achieve its mission, if it runs blind. Whether a company is chasing a bottom line or a non-profit is trying to feed a community, both must govern themselves using a clear baseline of objective truths rather than guesswork.

Yet when it comes to our personal finances, the very engine that fuels our day-to-day lives, we often manage everything by feel.

There is a line you will meet in every productivity book:

"What gets measured gets managed."

Usually credited to Peter Drucker. The Drucker Institute itself says he never wrote it, and the idea is older than him. It holds all the same.

If you do not have the data to begin with, there is nothing to drive or improve. Without it, you are forced to rely on "vibes". But vibes are inherently biased. They are mood-dependent, subject to recency bias, and deeply affected by our own personal histories. Vibes are not objective. Numbers are the objective truth, provided we are honest enough to track what is actually happening, rather than logging the data points we like and omitting the ones that make us uncomfortable.

When people hear the term "spend tracking", they immediately assume it means limitation, forced budgeting and restriction. But true tracking is non-judgmental. It is simply clear, unvarnished information showing you what is happening and where.

The Dynamic Filter of Progress

To understand the value of data, we have to look at an old argument between two schools of thought. On one side, pioneers of progress like the physicist Lord Kelvin argued that measurement is the only road to real comprehension:

"When you can measure what you are speaking about, and express it in numbers, you know something about it; but when you cannot measure it, when you cannot express it in numbers, your knowledge is of a meagre and unsatisfactory kind."

Lord Kelvin, "Electrical Units of Measurement", a lecture of 3 May 1883, in Popular Lectures and Addresses, vol. 1 (1889)

On the other side stood people who had watched what measurement does to organisations. W. Edwards Deming, the statistician behind Japan's post-war quality movement, put it this way, crediting a colleague:

"The most important figures that one needs for management are unknown or unknowable, but successful management must nevertheless take account of them."

W. Edwards Deming, Out of the Crisis (1986), p. 121, quoting Lloyd S. Nelson. See the Deming Institute on unknown and unknowable figures

And the economist Charles Goodhart's observation, in the words it is usually remembered by:

"When a measure becomes a target, it ceases to be a good measure."

Marilyn Strathern, "'Improving ratings': audit in the British University system", European Review (1997), stating Goodhart's law

The management scholar V.F. Ridgway had catalogued the same trouble as early as 1956: pick a number to manage by, and people start managing the number.

This counterpoint is true: a lot of what you can measure is fluff. You do not need to obsess over every irrelevant data point in your life.

However, the critics miss an operational reality: you can only know which numbers are irrelevant after you have measured them objectively. Otherwise you are still relying on feelings. Finding out that a category of spending has no impact on your long-term success is as valuable as finding out what is critical.

Just like an athlete tracking their bio-metrics or a non-profit monitoring its resource baseline, logging your data doesn't guarantee you will hit your goals or unlock perfect financial health. Data alone doesn't magically fix a problem. What it does do is remove the blindfold. It stops you leading with bias and starts you leading with objective measures. Once you track the data, the noise falls away, and you are left with the core metrics that actually matter to your lifestyle.

Ultimately, tracking your personal finances gives you the hard data to review, which then gives you the power to refine. The act of measuring is dynamic: it gives you a baseline so you can see your own changes and trends over time. Tracking doesn't force your behaviour to change, but it finally maps out the objective, unarguable path toward personal financial success.

Sources in this chapter
  1. Drucker Institute, "Measurement Myopia" (Paul Zak, 2013): Drucker never said "what gets measured gets managed"
  2. Lord Kelvin, Popular Lectures and Addresses, vol. 1 (Macmillan, 1889), at the Internet Archive
  3. The W. Edwards Deming Institute, "Unknown and Unknowable Data" (Out of the Crisis, p. 121)
  4. Marilyn Strathern, "'Improving ratings': audit in the British University system", European Review 5(3), 1997
  5. V.F. Ridgway, "Dysfunctional Consequences of Performance Measurements", Administrative Science Quarterly 1(2), 1956

Chapter 2 · 3 min read

The Two Faces of the Ledger (The Saver vs. The Spender)

When you look at the raw numbers gathered from tracking, a common misconception instantly falls away. Most financial tools assume that every user has the same problem: overspending. They treat tracking like a disciplinary principal whose only job is to shout, "Cut back!"

But data doesn't judge. It simply acts as a mirror. And when you look into that mirror, you quickly realise that personal finance psychology generally splits people into two different camps, the same split coaches watch for in training.

In athletic science, coaches look out for two dangerous extremes: the under-trainer and the chronic over-trainer.

For the Over-Spender, the financial equivalent of an under-trainer who ignores their metrics, objective data provides a gentle, necessary reality check. Human memory is deeply flawed; we naturally downplay our micro-transactions and forget convenience purchases. The ledger strips away this recency bias. It highlights exactly where the leaks are happening, so you can choose to reduce expenses intentionally and strategically, rather than guessing where your money went at the end of the month.

However, there is an entirely separate side to the coin that traditional financial advice ignores. For the Hyper-Saver, objective tracking doesn't act as a constraint. It acts as a permission slip.

Many individuals function like an anxious, chronic over-trainer. In sports, an over-trainer is a runner so afraid of losing their competitive edge that they push through exhaustion, skip their mandatory rest days, and run themselves into injury, because they manage their training by fear rather than metrics.

Financial hyper-savers do the same thing with their livelihoods. Driven by anxieties rooted in past financial scarcity or their upbringing, they are trapped in a constant need to save, plagued by an underlying feeling of falling behind. Because they manage their money by an anxious "vibe" rather than reality, they find themselves unable to enjoy life reflexively.

For this group, the unvarnished data has the potential to change everything. When an individual can look at an honest ledger and see, "I am consistently saving a healthy percentage of my income month after month, and my baseline is secure," the numbers dismantle their scarcity mindset.

The Psychology of the "Pain of Paying"

In behavioural economics, this psychological friction is formally known as the "pain of paying". The term was coined by Ofer Zellermayer in his 1996 thesis under George Loewenstein, and developed by Drazen Prelec and Loewenstein in their 1998 paper "The Red and the Black". It describes the emotional distress felt when parting with money. For hyper-savers the research is specific: a 2008 study by Scott Rick, Cynthia Cryder and Loewenstein found that people who feel that pain most keenly spend less than they themselves say they would ideally like to.

Behavioural scientists note that helping individuals overcome this distress requires breaking the psychological "coupling" between the joy of an experience and the pain of the transaction. This is where objective tracking serves as an essential stepping stone. While a data log cannot instantly erase years of conditioning, a clear awareness of abundance provides the factual foundation a hyper-saver needs. Just as a sports scientist shows an over-trained athlete the physiological data proving their body needs and has earned a recovery day, the ledger serves as a cognitive anchor, reassuring the brain that it is safe to move slowly toward a more open, fulfilling lifestyle.

The ledger proves that they have a verified cushion. It shifts their perspective from a forced limitation to a true awareness of abundance, showing them exactly how much leeway they safely have to spend on enjoying their life.

Ultimately, spend tracking isn't about forced deprivation; it is about alignment. Whether you need to tighten the valve or finally give yourself permission to open it, you cannot make an optimal decision until you see the objective truth of your current position.

Sources in this chapter
  1. Drazen Prelec and George Loewenstein, "The Red and the Black: Mental Accounting of Savings and Debt", Marketing Science 17(1), 1998
  2. Scott Rick, Cynthia Cryder and George Loewenstein, "Tightwads and Spendthrifts", Journal of Consumer Research 34(6), 2008
  3. Wikipedia, "Pain of paying" (Zellermayer's 1996 thesis and the term's history)

Chapter 3 · 3 min read

The Myth of the Average (Inflation vs. Your Reality)

Once you have stripped away personal biases and recognised your spending archetype, the next hurdle is navigating the external environment. Every day we are bombarded by a media cycle focused on macroeconomic headlines. We read stark statistics about the national rate of inflation, warnings about the soaring index of consumer goods, and sweeping declarations that "everything is getting more expensive."

It is easy to get caught up in this collective panic. But we have to understand the underlying reason it happens: fear sells. Media narratives are dramatised because anxiety drives engagement. While the baseline data they report might be accurate, the lens through which it is presented is designed to make you feel like you are drowning. When you manage your finances based on sensationalised national news, you are making a fundamental mistake: you are reacting to a phantom average.

The government's official inflation data is calculated using a generalised national basket of goods. It attempts to blend the spending habits of millions of people into a single, uniform metric. But you do not live your life in a macroeconomic simulation. You do not live in a national average. You live in a specific city, a specific neighbourhood, and you have highly specific personal habits.

Think about how an elite athlete operates. A world-class swimmer or runner does not measure their daily progress against the fitness average of the population, nor do they panic over the average statistics of their sport. They might stay broadly aware of what the field is doing, but they improve by measuring against their own baseline. They know that training to a "group average" is useless for their specific biology.

When you do not track your own data, you are forced to view your life through the lens of public data. This creates an immediate cognitive distortion. You see your bank balance dropping and automatically blame a generic, uncontrollable "cost of living crisis." You assume you are at the mercy of outside forces, which strips away your agency and leaves you feeling powerless.

Understanding Aggregation Bias

In economics this trap is known as aggregation bias, and the antidote is understanding your "personal inflation rate". The official statisticians say so themselves: the UK's Office for National Statistics publishes a personal inflation calculator precisely because a national index like the Consumer Price Index rarely matches one household's experience, and its own research found that households' inflation rates vary widely around the headline figure.

A study of household-level spending data by Greg Kaplan and Sam Schulhofer-Wohl reached the same conclusion for the United States: individual households' inflation rates spread widely around the national average. It stands to reason. A household that spends mostly on local services such as childcare faces a different price path from one that spends mostly on imported goods. Relying on headline CPI to dictate your personal choices means managing a life you aren't actually living.

Objective spend tracking breaks this spell and lets you take back control. You are no longer bound by what the media portrays or what the general consensus says about rising or falling prices. Your data gives you the sovereignty to steer your own path.

When you track your own data over time, you build a personal historical baseline. That lets you look at an increase in your expenses and diagnose the root cause.

Are you actually spending 15% more this year because of global inflation? Or is it because you moved to a part of the city where grocery prices are higher? Did your baseline shift because your family is growing, or because you let your lifestyle creep upward? If you have recently changed places, changed jobs, or welcomed a new child, your baseline should change. But you can only know the true reason behind that change if you have the numbers to back it up.

Spend tracking shifts you from defensive panic to offensive clarity. It gives you the power to form your own conclusions based on your truth, your city and your reality. At the end of the day, even if the media's statistics are one hundred percent true, you will still live your life your way, not in a national average way. You stop reacting to what the news says is happening to everyone else, and you regain the control to lead your own personal finances.

Sources in this chapter
  1. ONS, "How is inflation affecting your household costs?", the personal inflation calculator (2022, updated since)
  2. ONS, "Variation in the inflation experience of UK households: 2003 to 2014" (December 2014)
  3. Greg Kaplan and Sam Schulhofer-Wohl, "Inflation at the household level", Journal of Monetary Economics 91, 2017

Chapter 4 · 3 min read

Beyond the Budget (Understanding Ranges: Median and the Spread)

Once you reclaim your financial control from media-driven panic, you can begin to improve how you plan your day-to-day spending.

For decades, the standard advice for personal financial responsibility has been to build a traditional, rigid budget. This system assigns a strict dollar limit to a category, say exactly $400 a month for groceries, and you try your best to stay under that ceiling. For many people this structure works; it is a concrete gauge to measure against, and it keeps baseline expenses visible.

However, for many others, a strict ceiling can create an uncomfortable psychological cycle. Think back to our athlete. If a sports scientist told a marathon runner that they must hit an unyielding heart rate of exactly 150 beats per minute on every hill, it would destroy their training. Human biology has natural, healthy variance. Your body adjusts to changing terrain, heat and fatigue.

Because human life is not linear, our spending naturally fluctuates with the seasons, social events and minor household emergencies.

A hard ceiling makes sense in a company. Give every department a fluid budget and each one drifts to the top of its range at the same time; Parkinson's second law, that expenditure rises to meet income, was written about exactly that. One person running one household has no departments competing for the same pot. That makes it far more reasonable to think of your money as moving within a range than sitting under a hard ceiling. Treat it like an unyielding corporate ceiling anyway, and a single unexpected $50 overage can make you feel like you have failed, leading to "budgeting burnout", where people abandon tracking altogether just to escape the feeling of restriction and shame.

If traditional budgeting leaves you feeling constrained, you do not have to abandon financial planning. You can look instead at the framework data science uses to describe real-world performance: the median and the spread.

The Science of Volatility Bands

Institutions that watch household spending do not expect it to be a flat line. The Federal Reserve Bank of New York's Household Spending Survey, for instance, reports what households spend as medians, taken every four months, because the figure moves from one reading to the next. Stable financial health is not hitting an exact number every 30 days; it is staying within your own historical band.

Instead of viewing your money through a strict $400 ceiling, tracking your numbers over time lets you see your personal spending band. Your ledger might show that your usual grocery spend is $410, and that your months typically fall between $360 and $460.

This introduces a gentler, more flexible perspective. If you have a busy month and spend $440, you haven't "broken" a budget. You are simply moving within your own spread. There is always a little space on either side of your usual baseline.

A traditional budget tells you exactly where your boundaries are, which is an excellent tool for baseline control. But a median and a spread turn your tracking into a personal weather forecast. It doesn't judge you when it rains; it maps out the natural climate of your lifestyle so you can plan your next moves with clarity, flexibility and peace of mind.

To be fair, a budget is not broken, and a usual range is no magic pill. The point is that if a budget has not worked for you in its traditional sense, there are alternatives to try, without getting demotivated or forcing yourself into something you cannot fit.

Sources in this chapter
  1. Federal Reserve Bank of New York, SCE Household Spending Survey
  2. C. Northcote Parkinson, The Law and the Profits (1960): "Expenditure rises to meet income."

Chapter 5 · 4 min read

The Price of Privacy

When you look at the landscape of modern personal finance software, the selling point is almost always the same: automation. The apps promise a hands-off paradise where you link your bank accounts, grant an app standing access to them, and watch your financial life neatly categorise itself in the cloud. It feels like a breeze.

But in the digital age we have to ask a fundamental question: is the cost of doing business a little too high to pay?

An elite athlete protects their training data because it represents their competitive edge. Your financial transaction history and banking details are arguably the most sensitive data points in your life; they represent your livelihood. The moment you share them with a third party simply to manage your money, you open a doorway where it becomes easy to lose control over your own records.

The standard defence is that these fintech corporations have world-class security in place. We are told to trust their systems. Yet we live in a reality where major data leaks hit the front page regularly. Even heavily fortified corporations get infiltrated.

You might argue, "I've already leaked my data elsewhere in life, so what difference does it make if I share it here too?" But a past compromise is not a justification for future negligence. If you made a move in the past because it was the only option at the time, you are not obliged to repeat it just because your data is "already out there". At some point you have to draw a line. You have to start reclaiming your digital agency somewhere. This ledger is that starting point.

Beyond the threat of hackers lies a more subtle, systemic reality: the aggregation and pooling of your data. Tech platforms assure us that our information is generalised and anonymised before it is sold to data brokers. Let us take that claim at face value. You still have to look at the economic reality and ask: why? If you are paying a subscription for a service, yet your data is still being harvested, pooled and used against you, you have become the product.

The Real Cost of Shared Data

In December 2025, Consumer Reports, working with Groundwork Collaborative and More Perfect Union, sent hundreds of shoppers to buy the same groceries on Instacart at the same time and found the same items priced differently for different people. Instacart had called the practice "smart rounding" in a 2023 letter to shareholders, and patent applications from Instacart and the pricing firm Eversight describe using personal data to set prices. The report could not show that the differences came from personal data, and Instacart says shoppers were placed in test groups at random; it ended the practice after the report. The point is not this one company. It is that nobody outside such a system can see what it uses, which is why the Federal Trade Commission opened a study of "surveillance pricing" in 2024 and reported early in 2025 that a wide range of personal data was being used to set individual prices. Your transaction history is exactly the data a system like that would want.

So Tobsy keeps your data where you can see it. The app runs in your browser, reads a screenshot on your device, and writes to a spreadsheet in your own Google Drive through a small script you copy into that spreadsheet yourself.

Now we must confront an obvious paradox: Google Sheets is a cloud product owned by one of the largest data corporations on earth. If most users are running free consumer Google accounts rather than corporate enterprise versions, is this truly private?

Strictly speaking, no cloud infrastructure is invisible. Google's systems scan files for spam and malware, and to make your own Drive searchable to you. On AI, Google says your Docs, Sheets and Drive files are not used to train its models, including Gemini; what it may keep and use are your own conversations with the Gemini app, under that app's activity setting. Read its page before you plug an AI tool into your Drive, and decide for yourself.

On advertising, Google's own words are these:

"We don't use information in apps where you primarily store personal content, including Google Docs, Sheets, Slides, and Vids, for advertising purposes, period."

Google, "Understand the basics of privacy in Google Docs, Sheets, Slides & Vids"

By avoiding third-party finance platforms and using a script that lives in your own spreadsheet, you gain a layer of structural isolation. No outside financial app can harvest your transaction habits or sell your financial history to an advertising broker. Google hosts the room, but by keeping outside apps and cloud AI tools out of it, you keep the lock on the door. It bridges the gap between digital self-reliance and modern convenience.

Does this create a layer of friction? Yes. It is not a mindless one-tap install. You have to take ownership of the set-up, and you have to take a few seconds to upload a screenshot rather than relying on a passive bank feed. That friction is not a bug; it is the gate that keeps big tech out of your wallet. It is the price of your financial privacy.

To be fair, with all this talk of privacy you might ask why Google at all. I tried the alternatives. The price of that extra privacy, in friction, is still too high for most people, and I include myself. I believe that future is coming, and that it is bright. For now, this is my common ground.

Choosing privacy does not mean choosing a primitive, exhausting system either. Tobsy reads a bank screenshot on your device, learns your shops from what you enter, and turns a regular entry, a $4 coffee or the rent you might even split with a partner, into a one-word tap. None of that goes to a server of ours.

You do not have to sacrifice your autonomy for the sake of convenience. By choosing a ledger of your own, you aren't just tracking your numbers; you are protecting your truth, shielding your baseline, and taking back control of your own numbers.

Sources in this chapter
  1. Consumer Reports, "Instacart's AI pricing experiment is inflating grocery bills" (December 2025)
  2. Consumer Reports press release: Instacart ends the pricing practice (December 2025)
  3. More Perfect Union, "We Had 400 People Shop For Groceries. What We Found Will Shock You." (video, December 2025)
  4. FTC, orders to eight companies on surveillance pricing (July 2024)
  5. FTC, surveillance pricing study: initial findings (January 2025)
  6. Google Drive Help, "How Drive protects your privacy & keeps you in control"
  7. Google Docs Editors Help, "Understand the basics of privacy in Google Docs, Sheets, Slides & Vids"
  8. Gemini Apps Privacy Hub

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