
Puzzle
The AI-native accounting core where agents work for you
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About Puzzle
Puzzle is an AI-native accounting platform, founded in San Francisco in 2019 by CEO Sasha Orloff and CTO John Cwikla, built specifically for startups, small businesses, and the accounting firms that serve them. Unlike QuickBooks or Xero, which have layered AI features onto decades-old rules-based ledgers, Puzzle rebuilt its general ledger from the ground up to be "agent-native," so AI handles the repetitive preparation work — categorization, reconciliation, and drafting financial statements — continuously throughout the month rather than in a single manual close at month-end. The company has raised $66.5M+ across Series A and B rounds (including a $30M round led by S32 and XYZ Venture Capital) from investors including General Catalyst's Hemant Taneja, and reports over 7,000 accounting firms and startups as customers, including Clearspace, Copilot, and Burkland.
Puzzle's core technical differentiator is real-time financial data: because it connects natively to modern fintech tools like Stripe, Mercury, Ramp, Brex, Gusto, and Rippling (plus thousands more via Plaid), transaction data streams into the ledger continuously instead of being imported and reconciled once a month. The platform reports 98%+ auto-categorization accuracy when connected to these rich data sources, with the small remainder of ambiguous transactions surfaced for quick human review. In late 2025/2026, Puzzle launched its AI Suite, including AI Close — an agent builder embedded directly in the general ledger where accounting firms describe a close workflow in plain language (categorization, reconciliation steps, variance checks) and Puzzle turns it into a reusable, auditable AI agent; nothing posts to the ledger without a human's sign-off, a design Puzzle calls "Governed Automation" as a deliberate contrast to fully autonomous accounting tools.
Puzzle offers a notable 50%-faster-close, money-back guarantee for customers who fully onboard with live API integrations (excluding CSV/PDF uploads) and complete a full monthly close cycle; if close time doesn't drop by at least half within 60 days, Puzzle refunds subscription fees. The platform serves two distinct audiences with tailored offerings — startups/SMBs wanting daily financial visibility, and accounting firms wanting to scale client volume without proportionally scaling headcount — with dedicated AI Close and multi-client tooling for the latter. Puzzle also maintains a network of vetted accounting, tax, and CFO advisory partners for businesses that want Puzzle's software paired with human expert review.
Key Features
- AI-native general ledger built from scratch rather than AI bolted onto legacy accounting software
- Up to 98% automated ('no-touch') transaction categorization using AI agents
- Real-time cash, burn rate, runway, and revenue insights updated continuously, not just at month-end
- AI Close: a no-code agent builder for accounting firms to automate month-end close workflows
- Native integrations with Stripe, Mercury, Ramp, Brex, Gusto, Rippling, Deel, and 1,000s more via Plaid
- Cash and accrual books generated simultaneously from the same underlying ledger
- Categorize transactions directly from your email inbox without logging into the platform
- Accrual automation for prepaid expenses, fixed assets, and revenue recognition
- AI-powered accuracy reviews and automated bank reconciliation
- Agent-native API/MCP architecture for building custom workflows on top of Puzzle
Pros
- Built as an AI-native ledger from the ground up rather than AI features added to legacy accounting software
- Real-time financial data (cash, burn, runway) instead of waiting until month-end close
- Backed by $66.5M+ in funding and used by 7,000+ startups and accounting firms
- 50%-faster-close money-back guarantee shows real confidence in the automation's time savings
- "Governed Automation" design keeps a human in the loop — nothing posts to the ledger without approval
Cons
- 25 lifetime AI credits on the free Starter plan run out quickly, pushing most real usage toward paid tiers
- Multi-entity consolidation, subledgers, and API access are locked behind Core, Complete, or Scale respectively, not available on Starter
- The 50%-faster-close money-back guarantee has strict eligibility rules (live API integrations only, no CSV/PDF uploads, single-entity only) that can disqualify some businesses
- AI categorization still requires human review for the remaining 2-15% of transactions it can't confidently auto-categorize
- Newer and smaller than QuickBooks/Xero, so its accountant and integrator ecosystem is less mature, even though it directly targets modern fintech stacks (Stripe, Mercury, Ramp, Brex)
Pricing
Puzzle has 4 tiers, each with monthly-vs-annual pricing (annual saves 20%) and a monthly-equivalent shown when billed annually. Starter: $0/month (free for the first 2 months, then $25/month billed annually or $30/month billed monthly), 1 user, 25 lifetime AI credits, up to 98% auto-categorization, cash & accrual books, unlimited connections. Core ("your QuickBooks replacement"): $30/month billed annually ($60 list) or $72/month billed monthly, 5 users, 25 lifetime credits, adds cash/burn/runway insights, spend and revenue tracking, multi-entity via integration, advanced reporting. Complete (most popular): $50/month billed annually ($100 list) or $120/month billed monthly, unlimited users, 100 AI credits/month, adds AI-powered accuracy review, AI reconciliations, categorize-from-inbox, revenue recognition, white-glove QuickBooks migration; includes the 50%-faster-close money-back guarantee. Scale: starting at $150/month billed annually ($300 list) or $360/month billed monthly, unlimited users, 300 AI credits/month, adds subledgers, no transaction/integration limits, priority support, and API access. AI Close and Cowork (agent features) are add-ons across most plans. All paid plans start with a 14-day free trial with full Complete-tier access. Accounting firms get custom partner pricing.
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Connect with Puzzle
Frequently Asked Questions
Puzzle rebuilt its general ledger from scratch to be AI-native rather than adding AI on top of legacy rules-based software like QuickBooks. It reports 98%+ auto-categorization accuracy, updates financials in real time instead of monthly, and connects natively to modern startup tools like Stripe, Mercury, Ramp, Brex, and Gusto.
No. Puzzle automates roughly 85-95% of the repetitive bookkeeping work (categorization, reconciliation, drafting statements), but most growing startups still work with an accountant to review numbers before sharing them with investors or the IRS; Puzzle can also match users with a vetted accounting partner.
Puzzle offers a 50%-faster-close money-back guarantee: if customers who fully onboard with live API integrations don't see at least a 50% reduction in month-end close time within their first 60 days (measured in the second month's close), they can request a refund of subscription fees within 30-90 days.
Starter: $0/month (free for the first 2 months, then $25/month billed annually or $30/month billed monthly), 1 user, 25 lifetime AI credits. Core: $30/month annually ($60 list) or $72/month billed monthly, 5 users. Complete (most popular): $50/month annually ($100 list) or $120/month billed monthly, unlimited users, AI-powered reconciliations. Scale: starting at $150/month annually ($300 list) or $360/month billed monthly, 300 AI credits/month, subledgers and no transaction limits.
Yes. AI Close is an agent builder inside Puzzle's general ledger, aimed at accounting firms, where you describe a month-end close workflow in plain language and Puzzle turns it into a custom agent that drafts reconciliations, flags variances, and prepares journal entries — nothing posts without human sign-off.
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