AI finance tools , by Puzzle, Inc. , since 2023
Puzzle
AI-native accounting platform for startups with real-time burn/runway insights and transparent per-tier pricing
- WEB
What Puzzle does
Puzzle is accounting software built for startups that auto-categorizes transactions (claims up to 98% accuracy), consolidates cash/accrual books, and surfaces real-time cash position, burn rate, and runway without waiting for month-end close. Higher tiers add variance analysis, revenue recognition, and a faster month-end close guarantee, with unlimited user seats on every plan.
What you get: AI auto-categorization (up to 98% accuracy), Real-time cash/burn/runway dashboard, Cash and accrual dual-books, Revenue recognition (higher tiers), Variance/flux analysis, Money-back month-end-close guarantee, Startup fintech integrations (Stripe, Mercury, Ramp, Brex, Gusto, Deel).
Typical jobs: get real-time burn rate and runway for a startup; replace spreadsheet bookkeeping with AI categorization; prepare investor-ready financials without a full-time accountant; automate month-end close for an early-stage SaaS company.
Worth knowing: No perpetual free tier, only a 14-day free trial of the Complete plan; the money-back close-speed guarantee only applies to the Complete tier.
What users complain about: Users report being 'pretty frustrated' because incorrect AI categorizations are hard to override, and reviewers describe missing basic features like transaction memos and advanced filtering; some also experienced missed onboarding calls. (Tofu Blog (gotofu.com) Puzzle.io review)
Pricing and plan limits
Verified August 2026| Plan | Monthly | Annual (per mo) | Limits |
|---|---|---|---|
| Starter | $30 | $25 | 1 user recommended, 25 lifetime AI credits |
| Core | $72 | $60 | 5 users, 25 lifetime AI credits |
| Complete | $120 | $100 | unlimited users, 100 AI credits/month |
| Scale | $360 | $300 | unlimited users, 300 AI credits/month, no transaction/integration limits |
Where it wins
- Transparent, published per-tier pricing instead of forcing everyone into a sales call
- Unlimited user seats on every plan, avoiding per-seat fees common among competitors
- Real-time burn/runway visibility instead of waiting on a traditional close
- Direct integrations with Stripe, Mercury, Ramp, Brex, Gusto, and Deel
Where it falls short
- AI miscategorizations are reportedly hard to override, creating manual cleanup work
- Missing some basic features accountants expect, like transaction memos and advanced filtering
- Onboarding and support have been inconsistent for some customers (missed calls reported)
- US-focused; limited fit for businesses with international, non-English operations
How we scored it
Full methodology| Criterion | Weight | Score | Contribution |
|---|---|---|---|
| Capability | 30% | 7.5 | 2.25 |
| Value for money | 25% | 8.0 | 2.00 |
| Ease of use | 15% | 8.0 | 1.20 |
| Maturity | 15% | 6.0 | 0.90 |
| Support & docs | 10% | 6.5 | 0.65 |
| Momentum | 5% | 8.5 | 0.43 |
| Weighted total | 100% | 7.4 | 7.40 |
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Chosen by editors, not sponsors
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