Finance & FP&A

How to build an annual operating budget as Educators, Coaches, and Course Creators

Finance & FP&AFor Educators, Coaches, and Course Creators3 apps11 steps~22 min to set up

Every January you rebuild the same spreadsheet from scratch: Stripe revenue from last year copied in manually, Zoom and Calendly costs guessed from memory, Kajabi or Teachable subscription pulled from a PDF invoice, ConvertKit plan cost somewhere in your inbox. You have no single view of what you actually spent last year by category, so your 'budget' is really a wish list. Cohort launches skew your revenue month-to-month and make annual planning feel meaningless. You end up either over-spending on ads during a slow quarter or under-investing in tools during a big launch because you had no forward model to check against.

Build this on Starch → See the apps used

Finance & FP&AFor Educators, Coaches, and Course Creators3 apps11 steps~22 min to set up

Outcome

What you'll set up

A live annual budget that pulls your actual Stripe revenue and Plaid bank transactions automatically, so your plan is always compared against real numbers — not last quarter's memory.

Scenario models for your two or three most likely 2026 realities: one more cohort launch, a price increase, or a slower-than-expected enrollment month — each showing runway and burn so you can make the call before committing.

A spending dashboard that categorizes every transaction — Kajabi subscription, Facebook Ads spend, contractor invoices, Zoom, Loom — and flags anything unusual before it compounds into a pattern.

The Starch recipe

Apps, data, and prompts

The combination of Starch apps, the data sources they pull from, and the prompts you use to drive them.

Apps used

Budgeting Scenario Analysis Transaction Insights

Data sources & config

Starch syncs your Stripe data on a schedule (charges, payouts, subscriptions) and your Plaid bank transactions on a schedule (categorized spend, balances). ConvertKit and Kajabi are connected from Starch's integration catalog and queried live when your budget or dashboard needs the data. Zoom and Loom are reachable from Starch's integration catalog as well. Any vendor portal that doesn't have an API — for example a niche contractor invoicing tool — Starch can automate through your browser with no API needed.

Prompts to copy

Build me an annual operating budget for my online course business. Pull my actual revenue from Stripe and my actual spending from Plaid. Organize expenses into categories: course platform (Kajabi), email marketing (ConvertKit), paid ads, contractor/freelancer payments, software subscriptions, and Zoom/video tools. Show me monthly actuals vs. budget and flag any category that's more than 15% over plan.

Create three scenarios for 2026: (1) I run the same four cohorts as 2025 at the same price, (2) I add a fifth cohort and raise price by $200, (3) enrollment drops 20% in Q2. For each scenario, show projected revenue, burn rate, and how many months of runway I have based on my current Plaid balance.

Show me every transaction from my connected bank accounts for the last 12 months. Group them by vendor and category. Flag any recurring subscription I haven't reviewed in 90 days, and alert me to any charge over $500 that doesn't match a normal pattern.

Run these in Starch → or paste them into your favorite agent

Walkthrough

Step-by-step

1 Connect Stripe: Starch syncs your charges, payouts, and subscriptions on a schedule. This becomes the revenue line in your annual budget — broken out by month so seasonal cohort spikes are visible.

2 Connect Plaid: Starch syncs your business bank account and credit card transactions on a schedule, categorized automatically. Every Kajabi renewal, every Facebook Ads charge, every contractor ACH shows up here.

3 Open the Budgeting app (currently in beta — request access) and tell Starch how you want your expense categories structured: course platform fees, email marketing, paid acquisition, video/comms tools, contractor labor, misc software.

4 Let Starch generate suggested annual allocations from your last 12 months of Plaid transactions. Review and adjust — you know Q1 is light on ad spend and Q3 is heavy because of the fall cohort launch.

5 Set your annual revenue target. Tell Starch how many cohorts you plan to run, at what price, and what your estimated enrollment is per cohort. Starch builds the monthly revenue projection from those inputs.

6 Open Scenario Analysis and describe your three planning scenarios in plain language: base case, upside (extra cohort or price increase), and downside (one cohort underperforms). Starch builds each model using your real Stripe and Plaid baselines — you only change the assumptions you want to test.

7 Review the runway output for each scenario. If the downside scenario shows fewer than four months of runway, you now know that before you've committed to hiring a VA or signing a new tool contract.

8 Open Transaction Insights and set up the anomaly alerts: flag any vendor charge that's more than 20% above its 90-day average, and surface any new vendor that's appeared in the last 60 days that you haven't categorized.

9 Each month when a new cohort launches, check the budget vs. actuals view. Starch has already pulled your Stripe payouts for that cohort — compare enrollment revenue against your plan in 30 seconds instead of manually updating a spreadsheet.

10 At mid-year, revisit your scenarios. If enrollment in cohort 2 came in under plan, update the downside scenario's enrollment assumption and re-run. You'll see immediately whether the rest of the year still works or whether you need to cut a software subscription or push a launch earlier.

11 At year-end, export the full actuals-vs-budget view for your accountant or bookkeeper. Every category is already labeled, every Plaid transaction already categorized — their job is a clean-up pass, not a data-entry exercise.

See this running on Starch

Connect your tools, describe what you want, and the agent builds it. Closed beta is free.

Try it on Starch →

Worked example

FY 2026 Annual Budget — Cohort-Based Course Business, January 2026

Sample numbers from a real run

Stripe revenue — 4 cohorts × 60 students × $997	239,280
Kajabi annual plan	-2,388
ConvertKit (Creator Pro, ~4k subscribers)	-1,788
Facebook & Instagram Ads (Q1 + Q3 launch windows)	-18,000
Zoom Pro + Loom Business	-2,040
Contractor — community manager (part-time, 10h/week)	-24,000
Contractor — video editor (per cohort, $1,200 × 4)	-4,800
Misc software (Notion, Calendly, Circle)	-1,800
Net operating income (projected)	184,464

This is the base-case budget for a solo course creator running four cohorts in 2026 at $997 per seat with average enrollment of 60 students. Starch pulled last year's Stripe payouts to confirm the $997 price point is realistic and that Q2 and Q4 cohorts historically come in about 12% below Q1 and Q3, so the monthly revenue line is uneven — $59,820 in January, roughly $47,000 in April — not a flat $19,940 per month. The Plaid sync showed that ad spend in the 6 weeks before each launch averages $4,500, not the $3,000 that was budgeted in 2025, so the Facebook/Instagram line was adjusted upward to $18,000 annually before the plan was even finalized. The scenario model flagged that if Q2 enrollment drops to 45 students instead of 60, net income falls to $161,000 and runway compresses by about six weeks — enough to decide against hiring a second part-time contractor until Q3 results are confirmed.

Measurement

How you'll know it's working

Revenue per cohort vs. plan (actual Stripe payouts vs. budgeted enrollment × price)

Ad spend as a percentage of cohort revenue (should stay below 8% in a mature launch)

Contractor cost as a percentage of gross revenue (track as you move from solo to small team)

Months of runway at current burn rate (from Plaid balance ÷ average monthly spend)

Software subscription total as a monthly line (catches tool sprawl before it compounds)

Comparison

What this replaces

The other ways teams handle this today, and how the Starch version compares.

Google Sheets with manual Stripe + bank CSV imports

Free and fully flexible, but you rebuild the import and categorization every month manually — no anomaly alerts, no scenario modeling, and no connection between your revenue projection and actual payouts.

QuickBooks Self-Employed or Simple Start

Good for tax-time categorization, but has no annual budgeting or scenario planning layer, and won't connect your Stripe cohort revenue to a forward plan without exporting to a spreadsheet.

Wave Accounting

Free invoicing and expense tracking, but no budget-vs-actuals comparison, no scenario analysis, and no integration with Stripe subscription data — so cohort revenue still has to be entered manually.

Notion finance template (custom-built)

Works well for simple annual plans but requires manual data entry for every transaction and has no live connection to Stripe or your bank, so it's always a few weeks stale by the time you look at it.

On Starch RECOMMENDED

One platform — quarterly budgeting, scenario planning, transaction insights all running on connected data. Setup in plain English; numbers stay current via scheduled syncs and live agent queries.

Try it on Starch →

FAQ

Frequently asked questions

I use Kajabi for payments, not Stripe. Can Starch still pull my revenue data?

Kajabi is reachable from Starch's integration catalog and the agent queries it live when your app runs. That said, Starch's deepest revenue sync is with Stripe — if you run any transactions through Stripe (even just for upsells or payment plan processing), that data syncs on a schedule and is the most reliable revenue source for budgeting. If all revenue goes through Kajabi's native checkout only, connect it from the integration catalog and Starch will query it live; just note that Kajabi data is not stored in Starch the way Stripe data is.

My income is lumpy — four big cohort launches a year, almost nothing in between. Will the annual budget model handle that?

Yes, and this is exactly what the scenario planning is for. When you describe your launch calendar to Starch, the monthly revenue projection reflects actual launch timing — not a flat annual total divided by 12. The Stripe sync also shows your historical payout pattern by month, so Starch can suggest a realistic seasonal curve rather than forcing you to model it from memory.

Is Starch SOC 2 certified? I'm connecting my bank account through Plaid.

Starch is not SOC 2 Type II certified today. That's worth knowing before you connect financial data. Plaid's connection is read-only — Starch cannot move money, only read transaction and balance data. If SOC 2 is a hard requirement for your business, that's a genuine limit right now.

The Budgeting app says it's in beta. Can I still use Scenario Analysis and Transaction Insights today?

Yes. Scenario Analysis and Transaction Insights are both live today — you can connect Stripe and Plaid and start using them immediately. The Budgeting app (annual budget-vs-actuals with category pace indicators) is in development; you can request beta access to get early entry when it launches. In the meantime, you can describe a custom budget tracking app directly to Starch in natural language and it will build one for your specific category structure.

Can Starch track spending across both a business bank account and a business credit card?

Yes. Plaid connects to both checking accounts and credit cards, and Starch syncs your transactions from both on a schedule. Every charge — whether it hits your Chase business card or your Mercury checking account — shows up in Transaction Insights and feeds into your budget-vs-actuals view.

I have a VA who helps with ops. Can they access the budget without seeing my full bank balance?

Starch doesn't currently have granular role-based permissions that let you show transaction data to one user but hide balances from another. If you share access with a VA, they'll see what you see. This is a real limit for now — worth factoring into how you set up access.