Invest Informatics — How to read our notes
Invest Informatics - Financial Research Analysis
READER'S GUIDE · NEW HERE? START HERE
How to read our notes
Our research notes look a little different from most, and that's on purpose. They're built so you can read them in seconds or in real depth - whichever you need that day - and they never tell you what to buy. In this guide we'll walk through a note one part at a time, using real pieces from a live one, so that by the end you'll know exactly what you're looking at.
Here's how the guide works. Each card below shows you a real piece of a note - go ahead and tap them, they're live - together with a one-line summary. When you'd like the full explanation, open “How to read this”. That, as it happens, is exactly how the notes themselves work: a short line on the surface, the depth one tap underneath, and you in charge of how far you go.
00What this is, and what it isn'tFOOT OF EVERY NOTE · SCOPE
Before we look at a single number, let's be clear about what one of our notes is - and what it isn't. We take a company apart and lay out the facts and both sides of the argument. What we never do is tell you to buy or sell, or hand you a price target.
From a real note
SCOPEInformational and educational only - not financial advice, a recommendation, or an invitation to buy or sell any security. Invest Informatics is not authorised or regulated by the FCA or SEC.
How to read this

Let's begin with the thing that makes us unusual. Most stock research builds towards a verdict - “buy”, “sell”, a price the share is supposedly heading for. Ours never does, and that is a deliberate choice, not an oversight.

Our job is to make a company understandable: what it does, how it is really performing, and the honest case both for and against it. What you decide to do with that understanding is yours to work out, not ours to dictate. You'll sometimes hear this called an observer voice - we describe and explain, rather than cheer a company on or warn you away from it.

And one important point, in plain terms: we are a research and education service, not financial advisers. We are not authorised by the FCA in the UK or the SEC in the US, and nothing you read here is personal advice or a recommendation. When a decision matters to you, the thinking has to be your own - our part is simply to make sure you have the full picture to think with.

We take the company apart. The conclusion is yours.
01The 15-second readTOP OF EVERY NOTE
Now let's begin at the top of the note, where you can take in the whole quarter before reading a single paragraph. You get the figures that matter most, and a short summary that always gives you the good news and the catch together.
From a real note
$81.6B
Quarterly revenue
▲ +85% YoY
$75.2B
Data Center revenue
▲ +92% YoY
~$91.0B
Next quarter guide
±2%
AT A GLANCE

A record quarter - revenue $81.6B (+85%). The catch - next quarter's forecast assumes no sales of data-centre chips to China, against $4.6B a year ago.

How to read this

Two things sit right at the top of every note, so let's take them one at a time.

First, the number strip. These are the few figures that matter most this quarter. Each one shows its value and how it has changed against the same quarter a year ago - that is what YoY, “year on year”, means. We compare with a year ago rather than with last quarter because it irons out the seasonal ups and downs that every business has.

Second, AT A GLANCE. This is a single short paragraph, and it always carries the win and the catch in the same breath. We will never hand you the good headline without the thing that complicates it. In the example above, a record result sits right beside the fact that the company's own forecast assumes no sales to China at all. Notice what that does: the point you walk away with isn't “great quarter” - it is the tension between the two.

WHY WE LEAD WITH THE TENSION, NOT THE HEADLINE

Anyone can tell you that revenue hit a record. The far more useful question is what might change that - and placing the catch right next to the win is how you begin to weigh a company, rather than simply cheer it on.

QUICK TERMS
YoY - “year on year”: this quarter compared with the same quarter last year.
Guide, or guidance - the company's own forecast for the quarter ahead.
Read the strip and the glance, and you've got the quarter.
02Short on top, depth on demandEVERY SECTION
This next idea is the biggest change in how we write, so it's worth pausing on. Every section opens with a single plain line. The detail waits underneath, behind “expand”. You decide how much of it you read.
From a real note · tap “expand”
The world leader in AI and accelerated-computing platforms. Founded 1993, headquartered in Santa Clara, California, led by founder-CEO Jensen Huang.
expand
NVIDIA sells the building blocks of the AI data centre: the chips, the networking that links them together, and the CUDA software that ties it all into one system. The pitch isn't a single chip but a complete “AI factory”, sold as one platform.
How to read this

Older research had a habit of burying the one line you needed in the middle of a long paragraph. We have turned that around: the line you need is always on top, and everything else is folded away under “expand”.

So how should you use it? If a company is new to you, open the expanders - that is the full explanation, written with you in mind. If you already know the company, skim the top lines and move on in seconds. Nothing is hidden from you, and nothing is dumbed down; it is simply folded so the page isn't a wall of text.

The quieter background sections - the business model, the competition, the technology, the company's long-term advantages - all behave in just the same way. They don't change much from one quarter to the next, so they stay tucked away until you ask for them.

Here is a small thing worth noticing: this guide works in exactly the same way. The card you are reading opened because you tapped “How to read this”. That is the whole idea in miniature - you are in control of how deep you go.

Short on the surface, depth on demand. Nothing is hidden - it's collapsed.
03Tap to go deeperMETRIC CARDS · SIDEBAR · ANY DOTTED WORD
Whenever a number or a word isn't clear, it will explain itself - you never have to leave the page to look something up. There are three things you can tap: the metric cards, the two-level sidebar cards, and any dotted-underlined word.
All three are live · try them
REVENUE MIX · TAP TWICE
Data Center$75.2B · 92%
Edge Computing$6.4B · 8%
expand
DC networking$14.8B
what this is & why it moves
How revenue splits across the business. Networking growing faster than chips shows NVIDIA selling whole racks, not single parts - a deeper, stickier position.
In the writing, dotted words pop a definition. Try non-GAAPA company-adjusted profit figure that strips out some one-off items; the number companies usually guide to. GAAP is the standardised accounting figure. or free cash flowCash from operations after the company's spending on equipment - the cash left over to fund dividends and buybacks..
How to read this

You should never have to leave a note to understand it. Let's go through the three ways you can dig in, because together they mean nothing is ever left unexplained.

The metric cards. The key numbers are cards you can flip over. The front shows the figure; flip it and you'll find why it matters, along with a “Next print” number - what analysts expect next quarter. We include that last figure for a reason: it lets you mark the result yourself when it arrives, which turns the note from a one-off report into a scorecard you keep.

The two-level sidebar cards. The sidebar holds the company's fundamentals - its price and market data, the quarter's figures, the guidance, the revenue mix, the cash flow and the balance sheet. Open a card once for the data, then open it again under “what this is & why it moves” for a plain-English explanation of what that data actually tells you. As deep as you'd like to go, and no deeper.

The dotted words. Any term carrying a dotted underline will show a one-line definition the moment you hover over it or tap it. And if you'd like the fuller list, a glossary sits at the foot of every note for the key terms.

If a word or number isn't clear, it explains itself - just tap it.
04Reading the financialsFINANCIAL PERFORMANCE
Every note includes a proper table of the quarter's results. It can look dense at first glance, so let's walk through how to read it - once you know its shape, it's quite straightforward.
From a real note
The quarterThis yearA year agoChange
Revenue$81.6B$44.1B+85%
Non-GAAP gross margin75.0%60.8%+14.2pp
Non-GAAP earnings per share$1.87$0.78+140%
Free cash flow$48.6B$26.1B+86%
A line we add when something is unusual: GAAP earnings per share were actually higher this quarter ($2.39) than the non-GAAP figure ($1.87) - the reverse of the usual - because GAAP included a large one-off gain.
How to read this

The table sets this quarter beside the same quarter a year ago, with the change between them in the final column. So reading across a row tells you not only where a figure stands, but which way it is moving and by how much.

You'll notice that many lines come in two versions, marked GAAP and non-GAAP, and it's worth understanding the difference. GAAP is the standardised, by-the-rulebook accounting figure. Non-GAAP is the company's own adjusted version, which strips out certain one-off items - and it's usually the number a company points to when it talks about its own performance. We show both, so you can see the official figure and the adjusted one side by side and judge the gap for yourself.

WHEN THE UNUSUAL HAPPENS, WE SAY SO

Normally the non-GAAP profit comes out higher than GAAP, because the adjustments remove costs. In the example quarter the opposite was true - GAAP was the higher number - because it included a large one-off gain that the adjusted figure left out. Rather than let that quietly confuse you, the note flags it in a line of plain English beneath the table. That habit - pointing out the odd thing instead of hoping you miss it - runs through every note.

Below the profit lines you'll usually find the cash figures, such as free cash flow - the actual cash the business generated, which isn't the same thing as accounting profit. We'll come back to why that matters in the last card, on trust.

QUICK TERMS
GAAP - profit measured by the standard accounting rulebook.
Non-GAAP - the company's adjusted figure, with certain one-off items removed.
pp - “percentage points”: the plain gap between two percentages.
The whole quarter in one table - with the confusing bits explained, not hidden.
05The background sectionsTHE COMPANY ITSELF
Four sections in every note describe the company itself, rather than the latest quarter: its business model, its competition, its technology, and its lasting advantages. They're the slow-moving background, and they sit collapsed by default.
From a real note · all collapsed until you open them
S7Business model & segmentsexpand
S8Competitive landscapeexpand
S9Technology & strategyexpand
S10Economic moatexpand
How to read this

Let's take the four in turn, because each one answers a different question about the company.

Business model & segments - how the company actually makes its money, and which parts of the business bring in what. If a company is new to you, this is the place to start.

Competitive landscape - who it is up against, and where the real pressure comes from. Quite often the most telling threat isn't the obvious rival.

Technology & strategy - what the company is building, and where it is heading next.

Economic moat - the lasting advantages meant to keep competitors at bay. A “moat”, borrowed from the castle, is simply a way of picturing what protects a business over the long term.

Here is the reading tip. These four don't change much from quarter to quarter, so you don't need to re-read them every time. Open them in full the first time you meet a company; once you know it well, you can skim straight past.

The company's background, always there for you - read it once, then move on.
06For and againstTHE HEART OF EVERY NOTE
Now we come to the heart of every note. Here we set out the strongest case for the company and the strongest case against it, side by side, and leave the weighing to you. And yes - you're allowed to find both sides convincing at the same time.
From a real note · hover the grade chips
For
Demand looks structuralDEMANDTRENDThe same signal repeated across several quarters. Strong - but a pattern can break.
Data Center +92% YoY, with next quarter guided near $91B.
Against
China switched off in the forecastPOLICYREPORTEDA figure taken straight from the company's official results. The firmest grade.
Next quarter assumes no China chip sales - $0 against $4.6B a year ago.
The same force, both ways: AI demand is the case for - and the high price that already assumes it is the case against.
How to read this

This is the section that does the real work, so let's take our time with it. There are four things to recognise.

Start with the crux. A single line at the top frames the live question - the one thing the whole argument turns on. Read that before anything else.

Next, the theme tags. Each point is labelled by type - Demand, Margin, Policy, Cash, Valuation - so you can see at a glance what kind of argument you are looking at.

Then the evidence grades, which is the part most research quietly leaves out. Every point carries a small grade telling you how solid it is, so you know how much weight to rest on it:

REPORTED - taken straight from official results. The firmest. You can lean on it.
TREND - repeated across several quarters. Strong, but a pattern can break.
MGMT CLAIM - something the company has said, but hasn't yet proven in the numbers.
MARKET VIEW - opinion. It can change without the business changing at all.

And finally the mirror, which is the most important idea on this whole page. The very same fact is often the case for and the case against at once - it simply depends on the price.

THE MIRROR, WORKED THROUGH

NVIDIA's AI demand is enormous. To a bull, that is the entire case: it is growing fast, so back the leader. To a bear, the very same demand is the risk - because the share price already assumes it stays enormous for years, so any wobble disappoints. Same fact, opposite conclusions. Holding both in mind at once isn't confusion - it is how careful investors actually read a company.

You're allowed to hold both views at once. We won't choose for you.
07Where the price sitsVALUATION CONTEXT
When it comes to price, we show you where today's price sits against where it has been and where professionals think it could go - without ever telling you where it ought to go.
From a real note
now ~$215
analyst average ~$296
$180 low
$500 high
How to read this

This bar plots a single thing: where the price is now, set against two reference points - the range it has traded in over the past year, and the range of price targets that professional analysts have published.

It is not a prediction, and we never add a target of our own. The reason is the very one we met in the first card: the conclusion is yours.

Now for the idea that is really worth grasping - why the spread matters. Look at how far apart those analyst targets are: $180 at the low end, $500 at the high. That enormous gap isn't a verdict. It is disagreement.

HOW TO READ A SPREAD

A narrow spread means the professionals broadly agree on what a company is worth. A wide one - like this - means they don't, usually because the future is genuinely uncertain. So a wide spread is a signal to think harder, not a number to trust. It's worth watching whether it narrows over time (agreement forming) or widens (the question reopening).

Reference points, not a call.
08What to watch nextEVENTS TO MONITOR
A note isn't only a snapshot of the quarter just gone - it is also a list of what to keep an eye on next. We order that list by how much each thing matters, and we name the exact figure for you to check.
From a real note
~25 Aug
~11 weeks
next up HIGH
Q2 earnings
Watch: revenue against the ~$91.0B guide, and gross margin near 75%.
Ongoing
risk HIGH
China export controls
Watch: any policy change - chip sales to China were $0 this quarter, against $4.6B a year ago.
How to read this

The purpose of this section is to make a note useful long after you've read it - something you come back to when the news breaks.

Notice first that events are ordered by importance, not simply by date. We rank them by how soon they are and how big their effect could be, taken together. That is why a large, ongoing risk can sit above a sooner but smaller event - the order itself is telling you where to look first.

Each event then carries two quick markers: a HIGH, MED or LOW label for how much it could move things, and a counter for the timing, such as “~11 weeks”.

But the most useful part is the “Watch:” line, because it names the exact figure to check on the day. So when those August results land, you'll already know to compare revenue against the $91.0 billion forecast - rather than scrambling to work out what mattered after the event.

Use the note looking forward, not just as a snapshot.
09What's the outlookCLOSING SECTION
The note closes by reading the company's own view of its future - but with a sceptical eye. It does this in three steps: the ambition, what that ambition would really take, and what stands in its way.
From a real note · the three steps
IN THE COMPANY'S WORDS
“The largest infrastructure expansion in human history.”
IN REAL TERMS
At this run-rate, around $364B a year (derived - illustrative).
WHAT STANDS IN THE WAY
Supply, customer concentration, and a high price.
How to read this

Companies are, by their nature, optimistic about themselves. This section is built so you can read that optimism carefully, and it always follows the same three steps.

First, the ambition - what management says it is reaching for, in its own words.

Second, in real terms - what that ambition would actually require, put into numbers. Where we have worked a figure out ourselves rather than taken it from the company, we label it clearly as derived: illustrative, not a forecast. We never dress our own arithmetic up as a prediction.

Third, what stands in the way - the genuine obstacles to it all coming true.

Reading a forward story in this order - ambition, then reality, then obstacle - is exactly what keeps you from being swept along by a good pitch.

Ambition, translated, then stress-tested.
10Can you trust the numbers?SOURCING & FOOTNOTES
Finally, the question that underpins everything: can you trust the figures? Your decisions rest on them, so we are strict about where they come from - and we always tell you which kind of number you're looking at.
From a real note · the labels we use
VERIFIEDRevenue $81.6B - from NVIDIA's official 8-K filing, 20 May 2026.
DERIVED~$364B annual run-rate - our own calculation, illustrative only.
Attributed & dated: share price ~$215 and analyst targets are per public data providers, June 2026 - and these move daily.
How to read this

Three different kinds of number appear in a note, and we mark each one so that you are never in doubt about what you are leaning on.

Verified figures come straight from the company's official filings. For a US company, those are the forms it files with the regulator, the SEC - the 8-K is the one that carries the earnings release. We read that original source before we write a single figure down. These are your firm ground.

Derived figures are ones we have calculated ourselves - turning a single quarter into a yearly run-rate, for instance. We always label these as illustrative. They are there to help you picture the scale of something; they are never presented as fact, and never as a forecast.

Attributed and dated figures are the market data - share prices, analyst targets - which come from outside providers and change by the day. So we name the source and give the date. A price quoted in a note is a moment in time, not a live reading.

Verified, derived, or attributed - always labelled, so you know exactly what you're standing on.
INVEST INFORMATICS · HOW TO READ OUR NOTES · POWER TO THE PEOPLE