Puzzle
AI-native accounting software and services that keep startup books accurate and current at AI speed.
By Puzzle · 4.5/5 Value-Position score (estimate)
Positioning guardrails
Best for
- Venture-backed startups from pre-seed to Series B that want daily cash, burn and runway visibility without hiring a full finance team.
- Accounting and bookkeeping firms managing many startup clients, using a partner console and AI categorization across a whole portfolio.
- Teams already running Stripe, Mercury, Brex, Ramp, Deel or Gusto that want read-only, one-click sync into a real-time general ledger.
- Founders preparing for fundraising or diligence who need clean cash and accrual financials and a fast QuickBooks migration.
Ideal size: 1–200 employees people · Seed to Series B startup with live bank, card and payroll feeds
Not for
- Enterprises needing deep ERP scope such as inventory costing, complex consolidations, or heavy AP/AR and payroll processing.
- Businesses that must keep books on-premise or cannot grant read-only bank and card feeds to a cloud platform.
- Organizations seeking an audit firm of record: Puzzle is the ledger and can bundle partner services, but does not sign audits itself.
- Regulated entities with bespoke statutory reporting outside the startup and small-business profile.
Value metrics scorecard
Time-to-Value
1–2 weeks
~14 days to first production value
Total Cost of Ownership
$1,440/yr
Starts at $360 · Per company, billed monthly or annually (annual saves 20%); AI suite included with a credit allowance per tier
Implementation Friction
2/5
Engineering + admin effort required
Value-Position score
out of 5 · model estimate
Full cost breakdown
Mandatory implementation fee
None
Seat tiers
Starter 1 seat; Core 5 seats; Complete and Scale unlimited seats
Add-on costs
- Migration from QuickBooks, Xero or another system: $149 per system moved
- Catch-up bookkeeping: from $300 per month of unreconciled books
- R&D study: 1.5% of qualifying R&D spend
- Tax filing through a partner firm: from $1,250/yr plus $250 per state
- Accounting services: Expert Reviewed from $171/mo, Full Service quoted by expense volume
- Additional AI credits beyond the plan allowance
Company & support
Who is behind Puzzle, and how your team gets help once it is live.
Company
- Founded
- Not recorded
- Headquarters
- Not recorded
How you get support
- PhoneNot listed
- EmailEnterprise only
- Live chatPaid plans
- Support portal / ticketsNot listed
- Community forumNot listed
- Help centre / docsAll plans
- Dedicated account managerEnterprise only
- In person / on-siteNot listed
- Hours
- Not recorded
- Response time
- Not stated
Public help center at help.puzzle.io. Core and above list chat support; Complete and Scale add priority support; Scale adds dedicated onboarding and support. Full Service includes a named bookkeeper and unlimited bookkeeping questions by email.
“Not listed” means the vendor’s public pages don’t mention that channel, not that it is unavailable. Ask about it during evaluation.
Market position
Where Puzzle sits against its closest alternatives. Pick any two of cost, speed, friction and buyer score, and up to 9 companies to compare.
Quadrant view
Typical annual cost × Time-to-value
The lines cross at the median of the solutions shown, so about half sit on each side of each line. A dashed ring marks an outlier pinned to the edge; hover for its value.
Companies on the chart 6 / 10
- Puzzle
- Booke AI
- Jetpack Workflow
- GorillaDesk
- Hubdoc
- Financial Cents
Add or change companies
Up to 10 companies including Puzzle. Listed closest first.
Stack fit signal
Compatibility with standard B2B ecosystems.
No supported MCP path today, so it cannot be driven from an AI client.
AI & MCP readiness
What Puzzle ships in AI, and what it asks of your ecosystem.
AI features shipped
Chat answers cash, burn and profitability questions in plain English; Cowork agents match invoices to payments, find subscriptions and assemble what an accountant needs, with human review before anything is final. Transactions are auto-categorized and the books are continuously reviewed so exceptions are flagged early.
Your data & models
- Trains on your data
- Not recorded — ask the vendor
- Runs on
- Not recorded
- AI pricing
- Included in the plan
In your ecosystem
- AI connection
- Not supported
- Model key
- Not recorded
- AI usage audit
- Not recorded
Compliance attestations
* IAPP AIGP certifies individuals, not products. It means named staff hold the credential — not that the platform does.
Bottom line
Puzzle is an AI-native accounting platform for startups and the firms that serve them. Its agentic general ledger auto-categorizes transactions, drafts reconciliations and continuously updates cash, burn, runway and accrual financials, with plans from $30 to $360 per month and an optional vetted-partner service for the monthly close. Native read-only integrations with Stripe, Mercury, Brex, Ramp, Deel and Gusto keep data current, and Puzzle claims 7,000+ companies and a 50% faster close guarantee.
Frequently asked questions
How fast can we get live books, and how long until we see value?
Onboarding is a few steps: connect banks and finance tools, map your chart of accounts once, validate opening balances, then start current-period books. Puzzle cites one-click integrations and short setup, and paid migration brings QuickBooks or Xero history across for a $149 one-off fee. Most teams should plan on roughly one to two weeks to first production value, with month-end close up to 50% faster once a full close cycle runs on the platform.
What does Puzzle cost, and what does the price include?
Software plans run $30/mo (Starter, 1 seat), $72/mo (Core, 5 seats), $120/mo (Complete, unlimited seats) and $360/mo (Scale). Annual billing saves 20%, and the AI suite (Chat, Cowork, Close) is included with a credit allowance per tier. Optional services include Expert Reviewed bookkeeping from about $171/mo, Full Service close, $149 migration, R&D studies, catch-up bookkeeping and partner tax filing.
Does Puzzle replace our accountant?
Not necessarily. Puzzle says it automates 85–95% of the repetitive work behind the books, and early-stage founders often run their own books on the platform. As the company grows, many startups keep an accountant to review the numbers before sharing them with investors or the IRS, and Puzzle can match you with a vetted partner whose monthly close work runs on top of your subscription.
Can Puzzle handle accrual accounting, revenue recognition and multi-entity?
Puzzle keeps cash and accrual views on one ledger, supports revenue recognition, classes, departments and projects on Complete and above, and adds subledgers on Scale. Multi-entity is offered via integration rather than as a native consolidation engine, and inventory, payroll processing and heavy AP/AR sit outside the scope of its Expert Reviewed bookkeeping service.
How is our financial data protected?
Puzzle's security page states data is encrypted with AES 256-bit encryption, hosted on US servers, and that integrations are read-only so Puzzle cannot change your data. It also states Puzzle does not share or sell your information to third parties and that customers control who can access what data.
Is there a guarantee that our close will get faster?
Puzzle advertises a 50% faster month-end close — or your money back. Eligibility requires completing onboarding and a setup call within 7 days, connecting all primary data sources through supported live integrations, using Puzzle as the primary ledger for one full close, using transaction, vendor and AI month-end accuracy reviews, and running single-entity books with no CSV or PDF uploads. Refunds cover subscription fees only.