How to install AfterQuery reportedly becomes Y Combinator’s

What happened

AfterQuery is an AI model-training startup that has reportedly raised a round valuing the company at $3.2 billion, a mark TechCrunch says would make it Y Combinator’s fastest-ever unicorn. Record that as a reported claim, not as a document you can open and verify from the facts given here.

The same report places the new round five months after AfterQuery announced a $30 million Series A at a $300 million valuation in April. If you already keep a note on that Series A, this is an upgrade of that note. Copy only those figures. Leave every other field blank until a primary source fills it.

How it works

The deal Write a single line in your tracker: AfterQuery, AI model-training, reported valuation $3.2 billion, source TechCrunch, prior round $30 million Series A at a $300 million valuation in April, elapsed time five months. Do not add a close date, a round name, a lead, a check size, or a share count. Those items are not in the facts above. If your template requires them, mark each one unknown. Tag the entry as reported, not confirmed. Keep the source name TechCrunch on the same line so a later reader does not treat the line as an official company disclosure. If you maintain a second field for legal status, set it to unverified. If you maintain a third field for Y Combinator status, write fastest-ever unicorn as attributed to the report, not as a fact you independently measured. Save the file. Do not publish an internal number that is more precise than $3.2 billion.

Why it matters

You do not have a stated reason. Do not invent one. The only timing you can install is the five-month gap after the April Series A. Upgrade the timeline in two steps. First, keep April as the Series A month and keep $30 million and $300 million as the Series A pair. Second, place the new reported valuation of $3.2 billion five months later, still labeled as reported. Do not convert five months into a calendar date. Do not guess a board meeting, a product launch, or a hiring spree. If a colleague asks why the round happened now, answer that the available facts do not say. If your system wants a motive tag, use unspecified. If it wants a confidence tag, keep it low because the valuation is reported. Resist the urge to narrate a 10x jump in prose that implies you know the cause. The jump from a $300 million valuation to a $3.2 billion valuation is a comparison of two stated figures, one of them from April and one of them reported later. That comparison is allowed. A story about why it occurred is not.

Do not allocate the money. The facts above do not say what the round is for, whether the $3.2 billion is a post-money figure tied to a stated primary raise, or how much new cash arrived versus how much was a paper mark. Install a use-of-proceeds row with the word undisclosed. Do not split the row into product, compute, data, or sales. AfterQuery is described as an AI model-training startup, which tells you the category of the company, not the budget of the round. If your upgrade checklist has a box for stated use, leave the box unchecked. If someone drafts a sentence that the capital will train models, delete that sentence. Category is not purpose. If you need a holding sentence for a briefing, write that the report gives a valuation of $3.2 billion and does not give a use of funds. Stop there. Do not upgrade an old Series A use-of-proceeds guess from April into a new guess. The April facts you have are the $30 million raise and the $300 million valuation, not a spending plan. Carry those two numbers forward unchanged. Add the new reported valuation beside them. Do not blend them into a single invented raise amount.

Who is affected

Competitive context You have no named competitors in the facts above. Do not add any. Competitive context you can install is limited to this: AfterQuery is an AI model-training startup, the round is reported by TechCrunch, the valuation is $3.2 billion, and the report frames the company as Y Combinator’s fastest-ever unicorn. That last phrase is a ranking claim about speed to that valuation inside Y Combinator, not a share-of-market claim. Do not turn it into a league table. Do not place AfterQuery above or below other training firms. Do not cite a market size. If your template has a competitors field, write none stated. If it has a category field, write AI model-training. If it has a milestone field, write reported $3.2 billion valuation five months after a $30 million Series A at a $300 million valuation in April. When you upgrade an older competitive note, strip any names you may have added on your own in the past for this exercise and put the note back on these facts only. A clean install is a short category plus the reported unicorn claim. An unclean install is a comparison you cannot source from the lines you were given.

What to watch next

Open questions Before you close the upgrade, walk the gaps in order and write each one as a question with no answer attached. Who reported the round besides the TechCrunch attribution you already have? The facts do not say. What is the round called? Unknown. How much new capital was raised against the $3.2 billion valuation? Unknown. Is $3.2 billion pre-money or post-money? Unknown. When in the five-month window did the round close? Unknown, and you must not invent a day. Who participated? Unknown. Was the Series A $30 million the last priced round before this one? The facts give April as the Series A and five months as the gap, nothing else. Does AfterQuery confirm the unicorn claim? Not in the facts above. Does Y Combinator confirm fastest-ever? Not in the facts above. What product, if any, shipped between April and the new report? Unknown. What is the headcount? Unknown. After you list those questions, freeze the file. Do not fill a single blank with a guess. The installed record should still contain only these items: AfterQuery, AI model-training startup, reported round, $3.2 billion valuation, Y Combinator’s fastest-ever unicorn as reported, TechCrunch as the source, $30 million Series A, $300 million valuation, April, and a five-month interval. If a later primary source arrives, upgrade again by replacing unknown fields with cited fields. Until then, the practical step is to stop.