New in Chip In 4.0 · Smart AI suggestions

Grounded AI that already knows what to ask.

Ask about your money the way you'd ask a friend. Chip In already knows your accounts, your bills, and what your partner shares, so the right questions are waiting the moment you open the app. Tap one or type your own, and get a real answer from your real numbers: in words, as a chart, or as a table.

  • Questions, already written for you. "Hello, Michael. Bills are coming up." Fresh every day, from your own money.
  • Charts and tables, not just text. Line, columns, ranked, tree map, or a full table. One tap to switch.
  • Both of you, by permission. Only what your partner shares joins the answer. Nothing private ever does.
  • Checked before you see it. Every number comes from your ledger first. Nothing is guessed.
  • Yours to keep. Saved from phone to web. Export to PDF, Excel, image, or CSV.
Ask · Ground · Reason · Answer

Financial intelligence, in motion.

Thirteen ways Chip In turns a plain-English question into a grounded answer, with charts, tables, Smart Signals, exports, and your partner's shared data along for the ride. Swipe through, or just watch.

Ask Plain English in. Real numbers out.
Partner reach Their data, only what they share.
Grounded reasoning Your data first. Then the latest GPT models.
Multi-modal Text, chart, and table. One answer.
Charts on demand "Put this in a chart." Done.
Tables Ranked, sortable, and one tap to CSV.
Smart Signals 25 insights, waiting at the top of your app.
One tap Tap a signal. Get the whole diagnosis.
Export PDF, Excel, image, or CSV. From the answer.
History everywhere Saved on your phone. Open it on the web.
Private by design No names. No account numbers. Ever.
Self-healing Validated before you ever see it.
Outliers "What stands out this year?"
New in 4.0 · Suggested for you

You don't have to think of the question. It's already waiting.

Every time the AI tab opens, Chip In reads your connected data, and what your partner shares, and writes a short set of suggestions for the day you're having: cash on hand across every account, what you two still owe each other, the subscriptions worth a second look. Tap one and the full, grounded answer follows.

  • A greeting with a point"Hello, Michael. Bills are coming up. $5,596 spent so far this month, with 13 bills due this week." The lead line sets the tone; the cards do the rest.
  • Both of you, by permissionCards tagged Both draw on your partner's shared accounts, bills, and splits. What they keep private never shapes a suggestion.
  • Fresh when your money movesSuggestions are rewritten as balances refresh, bills post, and splits settle. Pull to refresh for a new set.
  • Written from your connected dataEvery suggestion names real amounts, counts, and merchants from your ledger, and the answer is computed before the model explains it.
  • Describe a ruleNew: say it in plain English, "tag anything from Kroger as groceries," and Chip In writes the rule for you.
  • Cash on hand · $5,596 across 5 accounts
  • Settle up · 9 unpaid splits · $429 outstanding
  • Subscription check · 25 subscriptions · $607/mo
The Chip In AI tab: Suggested for you, AI written, with Hello Michael, Bills are coming up, and two suggestion cards, Cash on hand tagged Both and Subscription check The Chip In AI tab: Suggested for you, AI written, with Hello Michael, Bills are coming up, and two suggestion cards, Cash on hand tagged Both and Subscription check
The Chip In AI tab: a translucent brain behind Ask Chip In Intelligence about your finances, a new Describe a rule card, then Suggested for you, AI written, with Hello Michael, Bills are coming up, $5,596 spent so far this month with 13 bills due this week, and two suggestion cards, Settle up tagged Both and This month so far The Chip In AI tab: a translucent brain behind Ask Chip In Intelligence about your finances, a new Describe a rule card, then Suggested for you, AI written, with Hello Michael, Bills are coming up, $5,596 spent so far this month with 13 bills due this week, and two suggestion cards, Settle up tagged Both and This month so far
One question · every source

It reaches into everything you've connected. And only what your partner shares.

Generic assistants answer from whatever you paste in. Chip In Intelligence starts from your ledger: every account, transaction, subscription, split, and Smart Signal, plus your partner's finances exactly as far as they've chosen to share them.

  • Your side, completelyAccounts, cards, loans, investments, recurring bills, manual transactions, and scanned receipts.
  • Your partner's side, by permissionMention your partner, their name, or "we" and their shared accounts, bills, and transactions join the reasoning. Anything they keep private never enters an answer.
  • Splits and Settle Up historyWho paid, who owes, and how it was settled are part of the same context, so "who owes what this month?" just works.
  • Smart Signals and suggestionsThe ranked feed at the top of your app is an input too, so answers, and the day's suggested questions, already know what needs attention.
Grounded by the latest GPT models

From question to verified answer in five steps.

Chip In never asks a model to guess about your money. It asks your database first, checks the query, and only then lets OpenAI's most advanced reasoning models explain what the numbers say.

  1. AskPlain English, on web or mobile. "Which bills went up this year?"
  2. PlanAI drafts a governed, read-only query scoped to you and what's shared with you.
  3. ValidateSQL pre-flight, schema and scope checks. Low-confidence or invalid queries retry automatically.
  4. ReasonThe latest GPT reasoning models work only from the rows that came back. Nothing invented.
  5. AnswerText, charts, and tables with suggested follow-ups. Saved to history. Exportable.
  • Database-grounded, not prompt-stuffed
  • Self-healing retries
  • Confidence-scored answers
  • OpenAI's latest GPT models
Multi-modal answers

Words when you want words. Charts when you want shape. Tables when you want detail.

One question can come back as a written summary, a chart, and a sortable table, together. Follow up with a tap: "put this in a chart," "show non-cash holdings only," "break it down by account."

  • Charts and graphsLine, area, columns, ranked bars, and tree maps drawn from the actual rows, with a view switcher on every answer and stat tiles for latest, change, high, and low.
  • Tables you can useRanked, scrollable, and exportable to CSV or Excel. Every column traces back to your data.
  • Suggested follow-upsEach answer proposes the next question, so a quick check becomes a real analysis in a few taps.
  • Like, dislike, copy, retryFeedback on every answer helps Chip In keep improving quality over time.
  • Rank my holdings by gain percent
  • Which subscriptions went up?
  • Compare this month to last year
New · Structured answers

One question. Six ways to see it.

Ask about your spending by month and the answer arrives with its own view switcher: line, area, columns, ranked, tree map, or a full table. Same numbers, every angle, one tap apart. Tap any point, bar, or tile for its exact value.

Total posted spending by month as a line chart, with the Line view selected Total posted spending by month as a line chart, with the Line view selected
Line
Total posted spending by month as a column chart, with the Columns view selected Total posted spending by month as a column chart, with the Columns view selected
Columns
Total posted spending by month ranked highest to lowest, 8 of 31 items, with Aug 2026 leading at $34.2K Total posted spending by month ranked highest to lowest, 8 of 31 items, with Aug 2026 leading at $34.2K
Ranked
Total posted spending by month as a tree map, each tile sized by its share, with Apr 2026 tapped to show $17,941.70, 4.6% of total Total posted spending by month as a tree map, each tile sized by its share, with Apr 2026 tapped to show $17,941.70, 4.6% of total
Tree map
Total posted spending by month as a table with spending month, total posted spending, and posted transaction columns Total posted spending by month as a table with spending month, total posted spending, and posted transaction columns
Table
  • Latest · Change · High · Low, on every chart
  • Tap a point, bar, or tile for its exact value
  • Suggested follow-ups under every answer
  • Light and dark, phone and web
Smart Signals · one tap to deep reasoning

A daily feed. One tap. The whole story.

Smart Signals sit at the top of Home, Accounts, and Recurring on web and mobile, ranked across every signal engine and curated by AI: interest deadlines, cards charged interest, concentrated positions, bills that outrun income, price hikes, dividends. Tap one and the AI analysis explains what it means, what it noticed, and exactly what to do next, grounded in your data.

  • Tap for the analysisWhat this means, the bottom line, what the AI noticed across spending, cards, loans, investments, and subscriptions, and a confidence score. Hide it for a week when it can wait.
  • Recommended next stepsSpecific, dated, dollar-exact actions, like "pay the full $330.49 by Oct 23 to avoid interest," with a jump straight to the forecast, the Checkup, or the transaction.
  • Critical, worth a look, all clearThe header says how urgent the feed is. Critical items like a cash shortfall in the next 14 days come first; good news last.
  • Avoid credit card interest
  • Card spending update
  • Cards charged interest
  • Concentrated position
  • Bills exceed income
  • Charges running late
  • Price went up
  • Balance out of date
  • Dividend received
  • New merchant detected
Exports

Take the answer with you.

Any answer, any device. A PDF for a clean record, an Excel workbook for the numbers, an image for a quick share, CSV for any table. Charts and tables come along.

  • PDFQuestion, answer, chart, and table on one page.
  • ExcelStructured rows ready to sort, filter, and model.
  • ImageA visual summary for a text, a chat, or a note.
  • CSVAny table, straight into whatever you use next.
Conversation memory · every device

Start on your phone. Finish on the web. Or the other way around.

Every conversation is saved with its prompts, answers, charts, and tables. Open it anywhere, search it, continue it, or delete it. A question asked on your iPhone at dinner is waiting on the web at your desk, with its context intact.

  • Searchable historyFind previous questions, answers, comparisons, and exports. The newest 50 load first.
  • Continue with full contextPrompt history, response history, and structured data, charts and tables included, are injected so the next answer knows where you left off.
  • Yours to keep or deleteManage saved conversations and remove the ones you no longer need.
  • Like and dislikeRate answers so Chip In can monitor feedback and improve AI quality over time.
View AI upgrade options
Why it's one of a kind

Most AI can talk about money. Chip In's knows yours.

The difference isn't the model. It's everything the model is connected to: partner sharing, splits, Smart Signals, daily suggestions, and a governed database behind every answer.

A generic chatbot Chip In Intelligence
Where answers come from Whatever you paste in Your live ledger, through governed database queries
Your partner's finances Not unless you type them Included exactly as far as they've shared, never further
Splits and Settle Up No idea who owes what Who paid, who owes, and how it settled, in context
Smart Signals None A daily feed ranked by urgency, one tap to the AI analysis
Knowing what to ask A blank box Suggestions written from your data every day, tagged when they include your partner
Charts and tables Mostly text Native charts and sortable tables, exportable to PDF, Excel, image, CSV
Accuracy Confident, sometimes wrong SQL pre-flight, validation, self-healing retries, confidence scores
Privacy Your data becomes the prompt Private model deployments; no names or account numbers ever sent
Memory Lives in one app Saved, searchable, and continued across web, iPhone, and Android
Private by design

Your numbers stay yours.

Chip In Intelligence was built so that no model ever needs to know who you are. The reasoning sees amounts, dates, and categories, not names, emails, or account numbers.

  • Encrypted everywhereYour data is encrypted at rest, and every request travels over secure HTTPS.
  • Private model deploymentsAnswers come from private, dedicated model endpoints. Your data is never used to train any model.
  • Nothing identifiable leavesNo private or personally identifiable data is sent to any model. Cards, accounts, and people are replaced with tokens before reasoning begins.
  • Scoped and read-onlyQueries only ever touch your data and what your partner has shared, and they can only read it.
  • You're in controlDelete any conversation, or your account, whenever you like.
Security and privacy

Ask your money anything.

Chip In Intelligence comes with All Access, on the web, iPhone, and Android. Grounded answers, exports, and your partner's shared picture, all in one place. Smart Signal analysis and Describe a rule are free on every plan, with a generous daily allowance.

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