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Puzzle

AI-native accounting and general ledger built for startups

finance#accounting#AI bookkeeping#startups#general ledger
Free plan Free trial Claimed API Teams
Toolglade’s take

Puzzle is a credible modern-accounting product for startups, built around an AI-native ledger rather than legacy software, and backed by roughly $66.5M in funding from strong investors. The free tier for low-volume companies and a money-back guarantee on faster close are genuine differentiators that reduce evaluation risk. It is most compelling for tech startups that value real-time burn and runway visibility; more complex or non-startup businesses may still lean on established platforms. Expect to involve an accountant to get the most out of it.

About Puzzle

Puzzle is AI-native accounting software for startups that automatically categorizes and reconciles transactions, surfaces burn and runway insights, and speeds up month-end close.

Puzzle is startup accounting software built from the ground up around an AI-native general ledger, in contrast to platforms that bolt AI onto legacy bookkeeping. Its ledger is designed to categorize, reconcile and help close the books with far less manual cleanup, giving founders and their accountants a real-time, accurate financial picture rather than a lagging monthly snapshot. The product leans into modern startup needs like burn and runway visibility, cash and accrual views, and clean data that downstream investors and finance hires can trust. Because it is aimed at startups, Puzzle offers a free entry point for companies under a threshold of transaction volume, then scales through paid tiers that add burn insights, AI accuracy review, unlimited users and subledgers. One of its more distinctive commitments is a money-back guarantee on its Automation plan, promising a refund if a company's month-end close is not meaningfully faster within the first 90 days, which signals confidence in the automation actually saving time. Founded in 2019 by Sasha Orloff and John Cwikla and based in San Francisco, Puzzle has raised roughly $66.5M, including a Series B in late 2023 with investors such as General Catalyst, Felicis and Kapor Capital. It reports thousands of startups and accounting firms as customers, positioning itself against both legacy small-business accounting tools and the growing set of AI bookkeeping products competing for early-stage companies.

TL;DR

Puzzle is AI-native accounting software for startups with automatic reconciliation, real-time burn and runway insights and faster close, offering a free tier and roughly $66.5M in funding.

Company overview

Puzzle is a San Francisco-based accounting software company founded in 2019 by Sasha Orloff and John Cwikla. It targets startups and the accounting firms that serve them with an AI-native general ledger.

The company has raised roughly $66.5M, including a Series B in late 2023 with investors such as General Catalyst, Felicis and Kapor Capital, and reports thousands of startups and accounting firms as customers.

Product features

Puzzle's core is an AI-native ledger that categorizes and reconciles transactions and helps close the books with less manual cleanup. It provides real-time burn and runway visibility, cash and accrual views and investor-ready statements.

It integrates with modern startup finance tools like Stripe, Ramp, Brex and Mercury and payroll systems, and offers tiered plans plus a free entry point. A money-back guarantee on faster close underscores its automation claims.

Target market

Puzzle targets early-stage and venture-backed startups plus accounting firms that serve them, especially teams that want accurate real-time financials and burn visibility without wrestling legacy tools.

Buyer personas

End users

Founders, controllers and bookkeepers managing startup finances.

Buyers

Founders, heads of finance and accounting firm principals.

Key influencers

Investors, fractional CFOs and accountants recommending tooling.

Ideal customer profile

Venture-backed and early-stage startups that need real-time, accurate accounting and burn visibility, and the accounting firms that support them.

Funding & performance

Raised roughly $66.5M total, including a Series B in November 2023 with General Catalyst, Felicis and Kapor Capital. Verify current figures with the vendor.

Pros & cons

Pros

  • AI-native ledger built specifically for startups
  • Free tier for low transaction volume
  • Automatic categorization and reconciliation
  • Real-time burn and runway insights
  • Money-back guarantee on faster close for the Automation plan
  • Integrates with modern startup finance stack

Cons

  • Best fit is startups, less suited to other business types
  • Complex accounting may still need professional oversight
  • No self-hosting; cloud only
  • Higher tiers needed to unlock key automation features
  • Newer platform than entrenched incumbents

Key features

API
Team collaboration
Integrations
Stripe, Ramp, Brex, Mercury, Gusto, Rippling
Input types
financial transactions, bank feeds
Output types
financial statements, reports
Best For
startup founders, accounting firms, finance teams

Compare key features

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Feature
Puzzle
AlphaSense
Public
Pricing
Freemium
Freemium
Freemium
Free plan
Yes
Yes
Yes
Free trial
Yes
No
No
API
Yes
No
No
Team support
Yes
Yes
No

Frequently asked questions

What makes Puzzle different from traditional accounting software?+

Puzzle is built around an AI-native general ledger designed for startups, rather than adding AI features onto legacy bookkeeping software.

Is there a free plan?+

Yes. Startups under a transaction-volume threshold can start free, then move to paid tiers as they grow.

Does Puzzle replace my accountant?+

It automates categorization, reconciliation and close, but many startups still work with an accountant for oversight and complex matters.

What does Puzzle integrate with?+

It connects to modern startup finance tools such as Stripe, Ramp, Brex, Mercury and payroll providers like Gusto and Rippling.

What is the money-back guarantee?+

On its Automation plan, Puzzle has offered a refund if your month-end close is not meaningfully faster within the first 90 days. Confirm current terms with the vendor.

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