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No more budgeting — cash flow forecasting, automated

▲ 33 points • 24 comments • by _wesley • 3w ago • HN discussion ↗

Pangram verdict · v3.3

We believe that this text is a mix of AI and human-written content.

50 %

AI likelihood · overall

Mixed
38% human-written 62% AI-generated
SEGMENTS · HUMAN 2 of 4
SEGMENTS · AI 1 of 4
WORD COUNT 643
PEAK AI % 72% · §2
Analyzed
Oct 16
backend: pangram/v3.3
Segments scanned
4 windows
avg 161 words each
Distribution
38 / 62%
human / AI fraction
Verdict
Mixed
Pangram v3.3

Article text · 643 words · 4 segments analyzed

Human AI-generated
§1 Human · 17%

Cash flow forecastingSpend like you normally do. Stoke finds the recurring transactions in your history, then projects each account forward, day by day, so you know what you can spend without keeping a budget.Projected · Nov 11$3,450HistoryFrom your historyProjectedTodayRent−$1,500Payday+$2,300Low pointRent−$1,500Connect once.

§2 AI · 72%

The forecast builds itself.Three steps from sign-up to a forecast that updates as you spend.01Connect or enterLink a bank in seconds, or hand-enter accounts and transactions yourself. Either way, it feeds the same forecast.02Recurring activity is detectedPaychecks, rent, subscriptions, and bills are picked out of your history and grouped. Anything we miss, you categorize once with a rule that runs on future transactions too.03Balances, projected day by dayThe forecast shows when bills land, what your buffer looks like, and whether rent will clear Friday. Adjust any projected item and the line moves.Every transaction, one forecastThe ledger and the forecast are the same data, day by day.

§3 Human · 24%

Cash leaves when the card is paid, not at each swipe.9:41TransactionsToday3 transactions−$27.72Blue Bottle CoffeeCoffee$5.40Whole FoodsGroceries$86.32Refund — PatagoniaShopping+$64.00Yesterday3 transactions+$3,143.01Acme — payrollIncome+$3,200.00EquinoxHealth$45.00SpotifySubscriptions$11.99Mon, Oct 123 transactions−$418.84ShellTransport$48.10Trader Joe'sGroceries$52.74Delta Air LinesTravel$318.00See where your money stands today — and where it's headed.Bring your own AIConnect Claude, ChatGPT, or another MCP-capable assistant to your Stoke data. Ask what you can afford, then have it categorize transactions or draft a plan.Illustrative. Requires Pro plan.PricingHand-entry is on the house. Pay for bank sync, and for AI access if you want it.Free$0No credit card requiredDaily cash flow forecastCategories, tags, and rulesHand-enter accounts and transactionsLive bank syncPlus$5/moSave 28%billed yearly as $60, or $7/monthEverything in FreeLive bank syncAuto-categorization on syncFounding price — locked inPro$8/moSave 33%billed yearly as $96, or $12/monthEverything in PlusConnect Claude, ChatGPT, or any MCP-capable assistantAsk about your spending and forecast; let it categorize transactions and draft plansFounding price — locked inSecurity and privacyBank credentials are the most sensitive thing you'll hand an app.

§4 Mixed · 65%

Here's how we handle them, and the rest of your data.Bank sync via PlaidThe same connection Chime and Robinhood use. We never see or store your bank login, and access is read-only — Stoke can't move money.Encrypted, at rest and in transitBank access tokens and account numbers are encrypted with AES-256-GCM before they're stored, and everything travels over TLS. Sign in with a passkey or a one-time email link — there's no password to leak.No ads, no data resaleWe make money from subscriptions, not from your data — it's never sold or used for advertising. Cancel and your data stays put. Delete and it's gone for good.Frequently askedWhat if my bank doesn't connect?Bank sync runs through Plaid, which reaches most US and Canadian banks but not all. Any account it can't reach, you can hand-enter, and it sits in the same forecast as your synced accounts.Does the forecast include credit card bills?Yes. A card purchase shows up in your spending the day you swipe. Cash leaves when you pay the card, so the forecast projects each card's payment on its due date, out of the account that pays it.Do I need my own AI assistant?Yes. Stoke doesn't include a chatbot. Pro adds an MCP connection from an AI app you already use — Claude, ChatGPT, or another that supports MCP — to your Stoke data, so it can read your forecast and act on it.What can the AI do with my data?It answers questions about your spending, recurring bills, and projected balances. With write access it can also categorize transactions, create rules, and build plans. You pick read-only or read and write when you connect, and can revoke access at any time from Settings.What happens if I cancel?You're moved to the free plan. Your accounts, transactions, and forecast all stay — only live bank sync stops. To turn it back on, re-subscribe and reconnect your bank through Plaid.What if I delete my account?Everything goes — accounts, transactions, the forecast, and any linked bank connections. Deletion is final; we don't keep a copy.