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How Much to Raise, and How to Justify the Number

Founders agonize over the product and the market, then settle the amount they're raising in about five minutes. Usually, it lands on a too-round number: a million, two million, five. The figure gets the least thought, yet it tells an investor the most. Here is what it says and how to choose it intelligently.

This article is one in a series. The series discusses the method we use to judge whether a business plan is fundable. We have developed a multipart weighted scorecard, based partly on research into best practices and partly on my experience in the startup and venture space: five startups, two exits, startup investing, and founding a startup accelerator. There will be one article for each scoring category, plus one on red flags.

There's a selfish reason for doing it in the open: we are building the methodology into a managed AI agent that evaluates plans against real investor decisions, and writing each part out is how we find where it's wrong. If you're raising funding for a startup, you get the rubric we would use to grade you. If you think we have weighted something badly, tell us. That's the most useful note we can get.

The ask is a claim about the future.

A funding ask is a claim about the future. It says: give me this much, and I will reach that milestone, and it will take roughly this long. An investor reads $1.5 million as a hypothesis. It says you believe you can get from here to a specific, value-creating proof point on that amount of money, with enough runway to do it before you have to raise again.

So the first thing we check is whether the number connects to anything. Can the founder say, in one sentence, what this raise buys and how many months it lasts? When the answer is yes, the ask becomes a window into how the founder operates. When it is a shrug, the number is decoration.

The round number is a tell.

Most asks are round: one, two, five million. A round number with no derivation tells a reader you worked backward from a figure that felt right, or copied the company that raised before you, instead of forward from what your plan actually costs. It is the financial equivalent of a resume with no dates.

Build it the other way. Start from the milestone you need to hit, cost the path to it honestly, and add margin for the things that run late, because they will. The number that falls out is rarely round, and that is a good sign. $1.85 million with a reason behind it beats $2 million picked because it sounded serious.

Raise to the next proof point, with margin for error.

Here is the logic we want to see, and the logic we build into the scorecard. Name the milestone that re-prices the company: the revenue, the launch, the regulatory clearance, the user threshold that makes the next round easier, or, gods willing, makes you profitable. Cost the path to that milestone. Then raise that amount plus a buffer, because plans slip, and the buffer is what keeps a slip from turning into a down round.

Think of it like provisioning for a backpacking trip. You don't pack to a round number of pounds. Overnight is not the same as a week. You carry enough to get where you are going, plus a margin for weather and a missed turn or three. Carry too little, and you're forced back to resupply (or starve), hiking again from weakness before you've reached anything. Carry too much, and you're hauling weight you didn't need, paying for it with every step.

Use of funds follows the same logic. Dollars are mapped to the milestone, rather than scattered across generic buckets like hiring, marketing, and operations. The ask carries one of the smallest weights in our scorecard, but a clean, milestone-tied ask is one of the fastest ways to read whether a founder runs the company to a purpose.

Current view, subject to change

We think a well-justified ask rarely turns a weak company into a fundable one, because the ask is a small part of the picture. What it does is the reverse: a sloppy, round number, unexplained ask makes a strong company look unready, and that is a cheap wound to take. So we weigh it lightly and read it closely.

We run real plans through the managed agent and compare its read of the ask against what investors actually did. If the data shows investors pay no attention to how an ask was derived, we will stop treating it as a signal. That would change our minds.

Final thoughts

Before you write down a number, write the sentence underneath it: this raise takes us to a named milestone, and that takes about so many months. If you can write that sentence and defend both halves, you have an ask. If you cannot, you have a wish with a dollar sign in front of it.

Pick the number on purpose. A defensible ask is one of the clearest signals an investor gets that there is a real plan under the pitch, and it costs nothing but an afternoon of honest arithmetic.

Regards,
Charles Stack
Founder, Coworkers.Global

Coworkers.Global is an AI staffing agency. We place managed agents into organizations that need dedicated expert knowledge work. A managed agent is an AI specialist provisioned for a specific role, trained on your context, supervised by a person, and accountable for its output. The first, Alex, evaluates startup business plans for fundability, informed by human expertise and research, and calibrated against real investor decisions. We are early-stage and pre-revenue, so we lead with the quality of our judgment rather than customer logos we don't yet have. Your managed AI coworker.
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