Template5 min read

AI Skill: Build a Round-to-Milestone Plan

Turn a proposed raise into a testable operating plan: what it buys, what must be true, and when the plan changes.

What it does

Connect the money you want to raise to the milestone it needs to fund.

What you get

A milestone plan, cash scenarios, and dates for the next decision.

A round amount is not a milestone. 'Raise $2 million' tells the team how much cash might arrive; it does not say what that cash should prove. This skill builds a plan that connects funding to an observable business change, with a dated operating budget and a rule for what happens if the assumption fails. It is a planning aid, not investment, tax, or legal advice. Have a qualified professional review real financing terms and company-specific obligations.

Investor match

See which investors fit your startup

Add your website. We pick three investors who back companies at your stage, sector and market, with the evidence for each.

Free · no sign-in · about 20 seconds
Your company

Stage · sector · market

Stage fit
Sector fit
Market fit

YC's fundraising advice connects a raise to the next significant milestone. Sequoia's runway discussion treats available time and operating choices as parts of the same problem. Neither gives your company a universal round size. Even recent market data need context: Carta's Q1 2026 analysis describes uneven capital allocation among company categories, so a headline median cannot set your budget.

Use the pre-seed and seed check-size data to divide the milestone budget into plausible anchor and participant allocations.

Investor match

See which investors fit your startup

Add your website. We pick three investors who back companies at your stage, sector and market, with the evidence for each.

Free · no sign-in · about 20 seconds

Before using the task

Collect actual cash, monthly net burn, committed revenue, signed obligations, planned hires, and the cost and timing of the milestone. Use the same currency and an as-of date. Separate cash already in the bank from a hoped-for commitment. If the numbers are sensitive, use a private approved environment or replace them with indexed amounts; do not paste confidential financials into an unapproved tool.

Evidence for every match

Know why a fund fits before you write

Each match shows the fund's stated mandate, cheque size and dated recent deals, with links to the sources.

Compare the planned allocation with published cheque ranges in the US seed investor list before treating a round structure as workable.

Test the financing plan against published ownership targets and a round worksheet before changing the amount you raise.

Compare pre-seed and seed investor overlap before choosing a stage label for the milestone you are financing.

Fictional worked example

Fictional company: OrchardRail has $420,000 cash and spent a net $70,000 per month in each of the last two months. At that constant rate, the simple cash division is six months before any new financing; it is not a forecast because collections, hiring, and one-off bills can change burn. The company wants to move three enterprise pilots to paid annual contracts, but only one pilot has a signed conversion target. The plan defines the milestone as two signed annual contracts plus a working integration, then assigns engineering and customer-success costs to those dependencies. If conversion is late, hiring for a broad sales launch is deferred. A target raise emerges from the operating cases; it is not copied from a competitor.

Launch plan

Open full profiles and contacts

Everything you need to research a round on your own.

  • Full profiles with fit reasons and sources
  • Contact details where public
  • Save a shortlist
01 / FitWhy they fit

Stage, sector and geography compared with your company.

Investor profile
SSeedcampPre-seed · Europe
Investment focus

Backs technology founders from pre-product through early revenue

Sources

Investment approach · FAQ

Focus

Sector agnostic

02 / EvidenceCheck the evidence

Sources and open questions stay visible alongside the fit.

Failure case: a round amount looking for a reason

A founder starts with '$3 million because that is what seed companies raise' and asks the model to invent a use-of-funds slide. It produces precise hiring dates and revenue growth unsupported by the company's records. Reject it. Return to the cash ledger, date the milestone, and show a range or UNKNOWN where cost or timing is not established. If the venture route itself is uncertain, test whether VC fits first. Then place the resulting capital need in your investor search brief and use the narrative pressure test to check whether the milestone story follows from evidence. You can Find investors for your startup, but a search cannot validate your budget for you.

How to use this skill

Download the ZIP, or paste a setup prompt into your AI.

Paste into ChatGPT to get started.

Manual setup
  1. Download the ZIP. Use the button below to save the skill package to your computer.
  2. Open your workspace agent. If your ChatGPT account has workspace agents, open the agent you want to use and choose Add skill.
  3. Upload the skill. Select the downloaded package and follow the upload prompts. Check that the skill appears in the agent before starting.
  4. Try it with that agent. Send “Use the AI Skill: Build a Round-to-Milestone Plan skill and ask me for the first input.” Then provide the materials it asks for.

No workspace agent or Add skill button? Open a regular ChatGPT chat, paste the Copy setup prompt from above and send it. If ChatGPT cannot download the ZIP, attach it yourself. If it cannot open the archive, unzip it and attach the SKILL.md file inside.

The chat option works in that conversation; it does not install the skill for future chats. ChatGPT setup guide ↗

Skill package

Download ZIP
Raise plan

From shortlist to first meeting

Everything in Launch, plus help with the first email and the first call.

  • Deck review
  • First emails built on each investor's recent deals
  • Meeting prep, phone numbers and CSV export
Raise plan

From shortlist to first meeting

Everything in Launch, plus help with the first email and the first call.

  • Deck review
  • First emails built on each investor's recent deals
  • Meeting prep, phone numbers and CSV export
01 / ResearchCompany brief

Your product, stage and market

02 / ResearchInvestor evidence

Published mandate and sources

03 / ResearchYour shortlist

Fit reasons and open questions