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AI Transaction Categorizer: Puzzle New Features Aug 2026

AI Transaction Categorizer: Puzzle New Features Aug 2026

Andrew Robinson, CPA
6.19.23
In article:

Founders, you asked, and we listened! We know time is valuable, especially at this stage.

That's why we made your most requested features our top priority.

We're excited to unveil a set of new features based on popular demand! 🎉

Starting with Puzzle’s very own AI Categorizer. Get ready to make your life a whole lot easier.

TLDR:

  • 46% of accountants now use AI tools daily (up from 18% in 2023); manual categorization puts you behind
  • Puzzle's AI Categorizer auto-categorizes up to 98% of transactions and emails you plain-English prompts for the rest
  • Reply to the prompt once and the AI assigns the correct category; no login required to keep your books current
  • New Metric Trend Charts surface burn, runway, and cash trends the moment you log in
  • Puzzle also added Ask An Accountant (CPA access with no hourly fee) and Ramp bill sync with auto-matched payments

🤖 AI Categorizer helps categorize your transactions

Until now, Puzzle has auto-categorized up to 98% of your transactions. The remaining transactions have always required an eye for review, and from what you told us, it's not always clear how to categorize items correctly.

⬇️ How it works

  1. AI Categorizer notifies the owner of your account about transactions that need extra context to categorize.
  2. The owner will receive a prompt in the Puzzle app or email, like the email above.
  3. Reply to the email in plain English (e.g., “This was a new laptop for First name”).
  4. AI Categorizer will assign the right category to the transaction based on your response. That's it - you're done!

To access this feature, opt into “Autonomous accounting” in Company Settings.

Why this matters in 2026

AI-native accounting isn't experimental anymore: it's the expectation. According to the Sage AI in Accounting Report, 46% of accountants now use AI tools daily, up from just 18% in 2023. Agentic AI (software that handles targeted finance tasks autonomously) has gone from a buzzword to a baseline. Founders who are still manually categorizing transactions or chasing down missing context are losing time and falling behind a standard their investors and auditors are starting to assume. Puzzle's AI Categorizer is built for exactly this moment: less time on clean-up, more time on decisions that actually move the business forward.

✌🏼Other new features

FeatureWhat it doesHow to access
AI CategorizerAuto-categorizes up to 98% of transactions; emails you plain-English prompts for the restTurn on "Autonomous accounting" in Company Settings
Metric Trend ChartsDashboard charts for burn, cash, runway, revenue, and spend trends over timeAvailable on your Puzzle dashboard at login
Ask An AccountantGet answers to tax or accounting questions from an expert CPA on the Puzzle teamNo hourly fee; available directly in the app
Ramp Bill SyncBills from Ramp sync into Puzzle; cash payments are automatically matched and recordedRe-connect your Ramp integration in Settings
  • Metric Trend Charts: Get insights faster with dashboard charts for burn, cash, runway, revenue, and spend trends over time. See Company name’s trends as soon as you log in!
  • Ask An Accountant: Have a question about taxes or accounting? Ask an expert CPA on the Puzzle team without paying a ridiculous hourly fee.

💳 More integrations with Ramp

  • Match your cash to bills. Your bills in Ramp now sync directly into Puzzle. Once cash payment is made for that bill, Puzzle automatically matches the entries (and records it!) so you don’t need to record anything! Get access by re-connecting here.
  • Don't have Ramp? Ramp is an all-in-one corporate card, expense management, and bill pay solution, that saves you time and money. As part of our exclusive partner offer, you’ll receive a $500 bonus when you sign up through this link. The bonus will be paid after your first balance payment of $1,000 within 90 days of account opening.

Enjoying Puzzle? Refer friends!

Receive Puzzle complimentary for 1 month for every user you refer! We take care of migrating their books to Puzzle from QBO, Xero, Excel, and more. All you have to do is email our Head of Customer Success Luke at luke@puzzle.io with their contact info - so that he can make sure to give them (and you!) a special token of appreciation.


Frequently Asked Questions

Can AI automatically categorize transactions and close my books without me logging in every day?

Yes, that's exactly what Puzzle's AI Categorizer is built to do. Puzzle auto-categorizes up to 98% of transactions the moment they come in from your connected bank feeds and integrations. For the small percentage that need extra context, the AI sends you a plain-English email prompt; you reply once, and it handles the rest. You don't need to log in to keep your books moving. Turn on "Autonomous accounting" in Company Settings and Puzzle runs the close process on a schedule: your burn, runway, and cash balances stay current without daily check-ins.

How can my accounting firm scale client capacity without hiring more bookkeepers?

Puzzle's partner model is designed for exactly this. Because Puzzle auto-categorizes the vast majority of transactions and surfaces only the edge cases that need human judgment, your team spends time on advisory work, not data entry. Onboarding a new client doesn't multiply your team's workload the way it does in legacy tools: Puzzle migrates books from QuickBooks, Xero, and Excel, and the AI picks up categorization from day one. The result is more clients on your roster without a proportional headcount increase. Reach out to our team to learn about Puzzle's accounting firm partner program.

What exactly can Puzzle's AI do autonomously, beyond answering questions?

Quite a bit. The AI Categorizer handles transaction categorization end-to-end: it ingests your bank feeds, auto-categorizes up to 98% of transactions on arrival, and emails you plain-English prompts for the edge cases that need a quick reply. Beyond categorization, Puzzle's AI can split transactions, flag potential fixed assets for review, and surface burn, runway, and cash trends in real time. Switch on "Autonomous accounting" in Company Settings and the AI runs your close checklist on a schedule: no daily login required.

Can Puzzle's AI handle payroll journal entries from providers like ADP that don't have a native integration?

For payroll providers without a native Puzzle integration (such as ADP), you can upload payroll reports or PDFs and use Puzzle's AI to help map and post the journal entries. The AI parses the payroll data and suggests the correct debit/credit entries across wages, taxes, and benefits accounts. You review and approve before anything hits the books, keeping you in control while cutting the manual entry work by a large margin.

How does Puzzle differ from QuickBooks, and why does that matter for my business?

QuickBooks was built for a pre-cloud, pre-AI era and retrofitted with automation over time. Puzzle was built AI-native from day one. In practice: transactions are categorized automatically as they arrive (not in a monthly batch), your burn and runway update daily without manual closes, and the AI handles the edge cases that would otherwise land in your accountant's inbox. The QuickBooks subscription is the cheap part; the expensive part is the hours your team spends every month forcing it to behave. Puzzle changes that equation.

How does Puzzle handle bank syncing when personal and business accounts share the same bank login?

When you connect a bank that has both personal and business accounts under one login, Puzzle imports all accounts it can see. You then select which accounts belong to the business and exclude the rest. Any transactions incorrectly imported can be removed directly from the transaction list: select the transaction, mark it as personal or out-of-scope, and Puzzle excludes it from your books going forward. Only business accounts remain in your ledger.

Does Puzzle support multi-entity accounting and consolidated reporting?

Puzzle supports multi-entity setups: each entity gets its own books, integrations, and close workflow. Consolidated reporting across entities is on the roadmap. If you're running multiple funds, subsidiaries, or portfolio companies and need a single financial view, reach out to the team to discuss your setup and what's available today.

Got questions about accounting (yes, I am a CPA turned Product guy!) or any feedback you'd like to share? Book a time with me here

Let us help you solve your financial puzzles.

Thank you for being part of our Puzzle community. Stay tuned!
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