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The Journal
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Why continuous monitoring beats the annual physical

An annual physical measures you for fifteen minutes once a year. Your body changes faster than that. Continuous monitoring watches the drift between readings.

Raghav Dua Raghav Dua Co-founder, Depth

My resting heart rate ran 50 bpm for two years, the floor I’d earned from training, steady enough that I stopped checking it. Then over six weeks it drifted to 58. Each morning’s number was unremarkable on its own; 58 is a fine resting rate for almost anyone. But the line was climbing while my sleep got choppier and my training felt heavier, and an annual physical would have caught exactly none of it. It would have cuffed my arm in May, read 58, called it normal, and sent me home. The drift only exists between the readings, and the annual only ever takes one. Continuous monitoring is the thing that sees it.

That is the problem with the ritual. Once every twelve months you sit on the paper sheet, someone cuffs your arm, draws a vial, and if nothing screams, sends you off with “see you next year.” It is a system we inherited, not one we designed. And twelve months is a long time to fly blind.

Your physiology doesn’t move on a yearly clock

Almost nothing that matters about your physiology moves on a yearly clock. Resting heart rate and HRV shift week to week with sleep, stress, and training load. Glucose answers in minutes to what you just ate. Inflammation climbs with an infection or a hard week and settles as you recover. Sleep architecture is redrawn every night.

Sampling a process that fast once a year is like checking a river’s level on one morning and calling it the river. A single reading catches the flood — a body on fire, a number already in the red. What it misses is the current: the slow drift that tells you where the level is heading while each morning still looks ordinary. My 58 bpm was a perfectly ordinary morning. The drift was the problem.

You catch the trend before the threshold

Disease rarely arrives all at once. It accumulates, and the accumulation is the part the annual visit can’t see. A marker that drifts the wrong way for six months is a warning. The same marker, seen once, is indistinguishable from noise. You can’t tell a number that’s parked there from one that’s passing through on its way up.

Take HbA1c, the three-month average of your blood sugar. A single reading of 5.4% tells you almost nothing; read it across a year of draws and the story appears: 5.0, then 5.2, then 5.4, climbing through “normal” the whole way. A rising trend like that beats any single threshold. One reading can’t show you a slope. You need at least two, and the gap between them is the second signal continuous always has.

You learn cause and effect about your body

Generic advice, sleep eight hours, walk more, eat less sugar, is true and nearly useless, because it’s written for the crowd and you are an N of one. Your own baseline is the reference that counts, not the population band. What you actually need is to watch your glucose move after your breakfast.

Here is what that looks like once two signals are read together. On the days you take a ten-minute walk after lunch, your CGM stays flat through the afternoon; on the days you sit, the same meal spikes you and you crater by three. The timeline says it’s the walk, not the willpower, because the calm afternoons track the steps and not your mood. Push it one system further out and it gets stranger: your HRV reads higher on the mornings after those walked-off dinners, because a body that cleared its glucose by bedtime recovered better overnight. CGM and HRV are two instruments almost nobody would think to put side by side. Either one alone is just a number. Together, they hand you something you can act on tonight.

I want to be fair to the obvious objection, because I made it myself. My standard panel came back normal, so why pay to measure more? For most people, most of the time, the cheap number does track the expensive one. Your LDL-C and your ApoB usually move together, and a basic panel is a reasonable proxy. They come apart exactly when it matters most: when the cheap number reads fine while the real risk climbs underneath it. The only way to know whether that’s you is to be reading both, over time.

The data has to interpret itself

This is the part that’s usually missing, and it’s the part that turns continuous from a burden into a tool. More sensors without more sense just manufactures anxiety, a graveyard of dashboards nobody opens twice. Your watch reads one channel of you, your ring reads another, and neither one carries any context on its own.

The work is in reading them together. “Your VO2 max stalled because every session this month was a hard one — no easy volume, no recovery, just intensity.” No single instrument could say that. The VO2 number alone says stuck. The training log alone says you’re working hard. The HRV data alone says you’re under-recovered. Lay all three over the same months and you get the cause and the fix in one line, and the fix has a deadline: trade two of those hard sessions for easy Zone 2 and the trajectory turns by next month.

I’ll be honest about the edges. Continuous data is noisy, and a slope built on two points is barely a slope. Sometimes the right answer is “not yet, we’re still watching.” A single CGM spike is meaningless; the pattern across two weeks is the signal. The discipline is knowing which is which, and saying so when the data hasn’t earned a verdict yet.

Where Depth fits

Depth reads continuously, your watch, your ring, your CGM, your bloodwork, and folds it into one layer that watches the current instead of the single reading. ApoB, hsCRP, HbA1c, fasting insulin, HRV, resting heart rate, VO2: not a wall of numbers, but lines with slopes, cross-referenced against what you ate and how you trained and how you slept. The goal isn’t more data. It’s fewer, better decisions.

The annual physical asks one question once a year: are you sick today? My 58 bpm answered it honestly. No, not today. Continuous asks the question that actually changes what you do: where are you heading, and is it where you want to go? I caught my slope with weeks of runway to bend it. A lighter training week, two early nights, and the resting rate is already settling back toward 50. The annual would have shown me the same flat “normal” again next May, and I’d have nodded and gone home.

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Depth reads your bloodwork, your wearables, your whole body, continuously, and reasons across all of it to tell you what actually matters.

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