Software / Payroll & HR / Gusto
Payroll & HRVetted by Audit Friendly

Puzzle Review

Puzzle is an AI native general ledger for United States startups, small businesses and the accounting firms that serve them, pairing parallel cash and accrual books with agents that draft the month end close for a human to approve before anything posts.

Updated 8 days ago · next refresh 14d
68
/ 100
Audit Friendly Score
Independently scored, 6 dimensions
Compliance depth
58
Puzzle keeps cash and accrual books in parallel and its revenue recognition page describes automated deferred revenue schedules traceable to the source Stripe or BILL record, but the pricing page gates revenue recognition to the 100 dollar Complete tier. The developer docs describe the ledger as append only and say the API is SOC 2 compliant. Multi entity consolidation is not in the ledger at all: the pricing FAQ routes it to the Joiin integration on Core and above, and the Create Payroll endpoint page states Puzzle currently only supports USD currencies.
Scalability
44
Puzzle sells one subscription per company, from 1 user on Starter to 5 on Core and unlimited from Complete. Multi entity growth leaves the product: the 20 May 2025 Puzzle and Joiin post says Joiin consolidates unlimited entities and handles multi currency conversion, from 23 dollars a month billed annually. Only the 300 dollar Scale tier advertises no transaction limits and no integration limits, which implies both exist below it. The Create Payroll docs state USD only support, so a second reporting currency is a hard stop.
AI / agent readiness
81
Puzzle ships a first party MCP server plus a REST API with OAuth 2.0 and PKCE. The api-mcp FAQ states the MCP connection is strictly read only, re authenticates every 5 days, and is rate limited during the current alpha, and lists Claude Desktop, Claude.ai, Cursor and Windsurf as clients. Writes are reserved for Puzzle's own agents, which the page argues are deterministic while third party LLMs are probabilistic. The 9 July 2026 launch post says AI Close is generally available to firms and that nothing posts to the general ledger without human sign off.
Support
52
The Puzzle help centre article on contacting support names in app chat as the route, with no phone number and no published response time. The pricing page tiers support as AI support on Starter, chat support on Core, priority chat on Complete and dedicated support and onboarding on Scale, so a paying customer buys a queue position rather than an SLA. Puzzle also leans on a partner network, offering to match buyers with a Certified Puzzle Expert. Third party review evidence could not be read: G2, Capterra and Trustpilot all returned 403 to this session.
Implementation
74
Puzzle is self serve. The pricing page offers a 14 day free trial with full access to the Complete plan, self guided QuickBooks migration on Core and white glove QuickBooks migration on Complete and above. The Brex case study on the api-mcp page reports FinFuego cutting implementation from 6 hours to 1.5 hours through the one click Brex integration. For API partners the getting started doc publishes a sandbox server alongside production. The 50 percent faster close guarantee requires an onboarding call within 7 days of subscription start.
Pricing transparency
86
Four tiers carry list prices on the pricing page checked on 6 September 2026: Starter 25, Core 60, Complete 100 and Scale 300 dollars a month billed annually, with monthly equivalents of 30, 72, 120 and 360. The page also publishes user counts, AI credit allowances and the full refund terms of the 50 percent faster close guarantee. Two things stay unpriced: AI Close appears as an add on on every card with no figure, and accounting firms are told to talk to Puzzle for partner plans and pricing.
API & automation
71
The developer docs index at puzzle-api.readme.io lists 81 API reference entries covering transactions, journal entries, bills, invoices, vendors, customers, payroll, documents, departments, locations, products and financial statements, with OAuth 2.0 plus PKCE and a documented sandbox server. Write scopes exist and include write:journal and write:transaction. The ceiling is access and plumbing: credentials are issued by request through api at puzzle.io, no webhooks appear anywhere in the docs index, and the published rate limits are described only as alpha limits.
Reporting & close
66
Puzzle drafts financial statements automatically and the ai-close page describes Close as assignable agent tasks with due dates, a review panel and a logged audit trail showing date, action, item type and who signed off. Revenue recognition posts to the ledger only after a human review and post step. Two limits: subledgers for revenue, expenses and payroll are held back to the 300 dollar Scale tier, and consolidated reporting across entities happens in Joiin rather than in Puzzle's own reporting.
68
Audit Friendly Score
AF original
$25 to $300/mo (published)
Median monthly price
AF pricing intel
113
Finance postings naming Gusto
AF job-board data
4
AI agent-readiness (of 5)
AF first-party test
Best fit
United States startups and SMBs on one USD entity
Time to live
Hours to a few days, self serve
Pricing
Published per company monthly tiers plus metered AI credits
In market since
2023
The verdict

What a buyer is really getting is a general ledger, not an automation layer sitting on top of someone else's books. Puzzle maintains cash and accrual sets in parallel, drafts financial statements automatically, and since 9 July 2026 sells AI Close, a set of agents that draft reconciliations, categorizations and accrual entries for a human to approve before anything posts. The pricing page checked on 6 September 2026 lists four tiers at 25, 60, 100 and 300 dollars a month billed annually, which puts a full accrual ledger with revenue recognition at 100 dollars a month, unlimited users included.

The catch is reach. Multi entity consolidation is not a Puzzle feature: the pricing FAQ hands it to Joiin, a separate product Puzzle prices from 23 dollars a month, and the Create Payroll page in the API reference states that Puzzle currently only supports USD currencies. Subledgers for revenue, expenses and payroll wait for the 300 dollar Scale tier. Support is in app chat, tiered from AI only on Starter to dedicated on Scale, with no published response time. Every agent action spends one of a metered credit allowance, 25 for the life of the entry tiers, 100 a month on Complete and 300 on Scale, and no overage rate is published.

Four things belong in writing before signing. Ask for the current SOC 2 report rather than the badge, because the only terms published on the site are website terms last revised 1 June 2023 and not a subscription agreement. Ask what an AI credit overage costs. Ask which system an auditor would be pointed at once Joiin holds the consolidation and the elimination entries. And ask for API credentials during the trial, since access is granted by request through the Puzzle API team rather than self serve and no webhooks appear in the documentation index.

Best for
  • Multi-state or multi-jurisdiction payroll where compliance is the real exposure
  • Mid-market to enterprise (50 to 1,000+) needing benefits, HR, and audit-ready reporting
  • CFOs who want one accountable vendor to absorb tax and penalty risk
Not for
  • !Cost-sensitive teams under ~25 employees with simple single-state payroll, where Gusto is cheaper
  • !Buyers who need all-in pricing transparency upfront
  • !Software-first teams wanting native real-time API and GL sync as a core workflow
What it solves for finance

The jobs a controller actually hires Puzzle for

No items found.
Compare, reimagined

Watch the same task in each tool

Forget the 40-row feature grid. Pick a finance workflow and see how ADP, Gusto, and Rippling actually do it, with our verdict on who wins for whom.

Show me  running month-end payroll close
2:40
ADPWins on depth

Most controls and the deepest audit trail, but the most clicks before money moves.

1:55
GustoWins on speed

Fewest steps to approve and run; cleanest for a simple single-state shop.

2:10
RipplingWins on automation

Most automatable via native API; the workflow can run itself once configured.

Side by side

Compare on what matters

Tune it to you
Best fit for youADP
Speed to implementCompliance depthPrice transparencyAI / automation
Dimension
Puzzle
Rippling
ADP
AI / agent readiness
The first party MCP server is read only for Claude and ChatGPT and re authenticates every 5 days; only Puzzle's own agents write, after human approval
Official open source MCP server (144 tools, read and write, OAuth 2.0) plus Intuit Assist; the MCP server is still an early preview
The pricing page calls the Developer API and MCP free, open and extensible for Claude, ChatGPT and Cursor; Agentic Close is gated to the Pro tier
API & automation
The developer docs list 81 API reference entries with OAuth 2.0 and PKCE, write scopes and a sandbox server; credentials are issued by request only
Official open source MCP server with 144 tools across 29 entity types, plus the mature Accounting API
The pricing page states the Developer API and MCP carry no extra fees, alongside 12,000 institution feeds and native Stripe, Ramp and BILL links
Compliance depth
Accrual and cash books with native revenue recognition on the 100 dollar Complete tier and an append only ledger; consolidation needs the Joiin add on
Audit log, automated sales tax, and 1099 e-filing; no consolidation, revenue recognition, or formal close workflow
Accrual schedules for depreciation, amortization and accruals sit on the 250 dollar Pro tier; SOC 2 Type II is listed across the firm plans
Implementation
Self serve with a 14 day trial of the Complete plan; self guided QuickBooks migration on Core and white glove migration on Complete and above
Self serve setup in hours to a few days; migrating messy history is what stretches it
Self serve with a free trial on the business tiers; firm plans add guided evaluation, client migration services and in person field training
Pricing transparency
Four published tiers at 25, 60, 100 and 300 dollars a month billed annually, checked 6 September 2026; firm pricing and AI Close stay quote only
Published tiers from 38 to 340 dollars per month after the August 2026 increase, before add ons
Published business tiers at 65, 100 and 250 dollars a month plus per client firm pricing from 35 dollars, checked 6 September 2026
Reporting & close
AI Close reached general availability on 9 July 2026 with assignable agent tasks and a logged audit trail; subledgers wait for the 300 dollar Scale tier
Standard reports plus a close the books date lock; the custom report builder and Spreadsheet Sync need the Advanced tier, and there is no close checklist
Agentic Close with auto fetched bank statements and custom checklists is limited to the 250 dollar Pro tier and the higher firm plans
Scalability
One company per subscription with multi entity only through the Joiin add on from 23 dollars a month; the payroll API docs state USD only support
One company per subscription with users capped by tier (1, 3, 5, 25) and no native consolidation; the step up is a different product
Published business tiers stop at 250 dollars a month for Pro; firm plans price per client per month and only Enterprise above 500 clients is custom
Support
The help centre names in app chat as the way to reach support; AI support on Starter, chat on Core, priority chat on Complete, dedicated on Scale
Intuit phone and chat are average; the real support layer is the ProAdvisor network and the QuickBooks Online Accountant portal
Firm plans list a self paced academy, group office hours and email support, with dedicated support reserved for the higher firm tiers
Pricing intelligence

What it actually costs

Here's what it really costs: published rates where a vendor lists them, aggregated quote data where they don't, plus a path to your own number.

Starter
$25/mo billed annually, or $30/mo monthly
First books for one user: cash and accrual books, auto drafted financial statements, up to 98 percent auto categorization claimed, a 1 click tax report, unlimited connections and 25 lifetime AI credits. Support is AI only.
Core
$60/mo billed annually, or $72/mo monthly
Positioned on the pricing page as the QuickBooks replacement: adds cash, burn, runway and margin insights, spend and revenue tracking, variance analysis, a custom chart of accounts, advanced reporting, 5 users, chat support and self guided QuickBooks migration.
Complete
$100/mo billed annually, or $120/mo monthly
The tier the pricing page marks Most Popular: adds revenue recognition, AI powered accuracy review and reconciliations, AI enhanced categorization, categorize from your inbox, classes, departments and projects, unlimited users, priority chat and 100 AI credits a month.
Scale
$300/mo billed annually, or $360/mo monthly
High volume tier: adds subledgers for revenue, expenses and payroll, no transaction limits, no integration limits, backup and restore, priority agent support, dedicated support and onboarding and 300 AI credits a month.
AI Close add on
Quote only
AI Close is listed as an add on on all four plan cards with no published price, and accounting firms are told to contact Puzzle for custom partner pricing and early access rather than shown a rate card.
Joiin multi entity consolidation
From $23/mo billed annually
Multi entity consolidation and multi currency conversion run in Joiin, a separate product, not inside the Puzzle ledger. Puzzle's own post dated 20 May 2025 quotes the Joiin entry price and a 14 day free trial.
Audit Friendly pricing intel
$25 to $300/mo (published)

Get your real number

Tell us your setup and we will line up a tailored ADP quote and benchmark it against what similar companies pay.

Employees
120
States
4
Modules needed
Payroll, benefits, time
Estimate & get my quote

Free. We benchmark your quote; vendors pay us, never you.

Implementation reality

What it actually takes to go live

Difficulty
Low

Self serve setup in hours to a few days, with a 14 day trial of the Complete plan and QuickBooks migration self guided on Core and white glove from Complete. The work that stretches is connecting every primary source through live API integrations, which the 50 percent faster close guarantee requires

Who's involved
A founder or controller can set it up alone; an accounting firm partner is needed to build AI Close agents, and Puzzle offers to match buyers with a Certified Puzzle Expert
Need help implementing?Audit Friendly vetted ADP implementation partners
Find a partner
Puzzle
Multi entity consolidation lives outside the ledger
The pricing FAQ answers the multi entity question with Joiin on Core and above, and Puzzle's own 20 May 2025 post prices Joiin from 23 dollars a month billed annually and credits it with the multi currency conversion. That means the consolidated view, the elimination entries and the group reporting sit in a second vendor's product with its own contract, its own uptime and its own audit trail. A buyer with two entities today should price both products and ask in writing which system of record an auditor would be pointed at.
Puzzle
The ledger is documented as USD only
The Create Payroll page in the Puzzle API reference states that Puzzle currently only supports USD currencies. Nothing on the pricing, product, integrations or revenue recognition pages fetched on 6 September 2026 describes multi currency books, and the multi currency claim on the Joiin post belongs to Joiin rather than to Puzzle. A company paying contractors abroad or reporting in anything but US dollars should confirm the handling in writing before migrating.
Puzzle
AI actions are metered in credits
The pricing page states that each AI action uses 1 credit and allocates 25 lifetime credits on Starter, 25 lifetime on Core, 100 a month on Complete and 300 a month on Scale. Categorization, insight and close agents all draw on the same pool. Nothing published on that page says what an overage costs or whether credits can be topped up, so a firm planning to run close agents across a client book cannot model the AI cost from the public page.
Puzzle
The 50 percent faster close guarantee is narrowly drawn
To qualify, the pricing page requires onboarding and a setup call within 7 days, every primary source connected through supported live API integrations, Puzzle used as the primary general ledger for a full monthly close, a single entity structure, and no reliance on CSV or PDF uploads or unsupported integrations. The saving is measured on customer reported comparisons, and the refund covers Puzzle subscription fees only, excluding implementation fees, taxes and pass through costs.
Puzzle
The published terms cover the website, not the subscription
The document at puzzle.io/legal/terms-of-service is headed Terms of Service for access to and use of the website, was last revised 1 June 2023, and covers licence, termination for breach and website use. It is not a subscription agreement, so notice periods, data export on exit, uptime commitments and the security terms behind the SOC 2 claim are not readable before signing. Ask for the master agreement and the current SOC 2 report.
How Claude & agents work with it
4
/ 5
Agent readiness

A first party MCP server that is read only by design, with writes reserved for Puzzle's own agents

Puzzle publishes both a REST API and a first party MCP server. The api-mcp FAQ states that every MCP connection is strictly read only and user permissioned, re authenticates every 5 days, and is rate limited during the current alpha, with Claude Desktop, Claude.ai, Cursor and Windsurf named as supported clients. The stated reason is that Puzzle's own agents are deterministic and so are trusted to write to the ledger, while third party language models are probabilistic and so get analysis access only.

Writes run through the REST API instead, where the documentation index lists 81 reference entries and write scopes including write:journal, write:transaction, write:bill, write:invoice and write:payroll, secured with OAuth 2.0 and PKCE against a documented sandbox server. Access is granted by request rather than self serve, and no webhooks appear anywhere in the documentation index. Inside the product, Puzzle says AI Close reached general availability on 9 July 2026 and that nothing posts to the general ledger without a human sign off, which is a vendor claim.

Claude can
Read the chart of accounts, transactions, journal entries, trial balance, balance sheet, income statement, cash activity statement and burn metrics through the read only MCP server, and answer questions like a cash position or a quarter over quarter spend comparison without an export
Claude can't
Write anything through MCP. Posting journal entries, transactions, bills, invoices or payroll needs the REST API with write scopes and credentials issued by request, and there are no webhooks, so an agent polls for changes rather than being notified
See it work

The demos that matter, none of the noise

AllOverviewWorkflow demoGL & integrationsReal-user
What's new · agent-updated every 2 weeks

Puzzle, kept current

No items found.
Questions buyers ask

Puzzle FAQ

What does Puzzle cost for a venture backed startup of about 25 people?

Puzzle prices per company rather than per employee, so headcount does not move the bill. The pricing page checked on 6 September 2026 lists four tiers billed annually: Starter at 25 dollars a month, Core at 60, Complete at 100 and Scale at 300, with monthly equivalents of 30, 72, 120 and 360. Users are capped at 1 on Starter and 5 on Core, and are unlimited from Complete upward.

A 25 person startup that wants accrual books with revenue recognition, class and department tracking and the AI accuracy review lands on Complete at 100 dollars a month, or 1,200 dollars a year. Two costs sit outside that number. A second entity means the Joiin add on, which Puzzle prices from 23 dollars a month billed annually. AI Close appears as an add on on every plan card with no published price, and accounting firms are told to contact Puzzle for partner pricing.

Agent usage is metered. The pricing page states that each AI action uses 1 credit, with 25 lifetime credits on Starter and Core, 100 a month on Complete and 300 a month on Scale. No overage rate is published, so a team planning to run close agents every month should ask for one in writing.

What are the contract and exit terms for Puzzle?

The pricing page advertises a 14 day free trial with full access to the Complete plan, says data is kept when the trial converts, and states that plans can be changed at any time and cancelled at any time. The advertised prices are the annual rates; paying monthly costs roughly 20 percent more on every tier.

The 50 percent faster close guarantee is the only refund mechanism published. It allows a refund of Puzzle subscription fees requested within 30 days, and up to 90 days from the original subscription date, if the second month close is not at least 50 percent faster. It applies only to single entity structures, requires onboarding and a setup call within 7 days, requires every primary source connected through supported live API integrations rather than CSV or PDF uploads, and excludes third party fees, implementation fees, taxes and pass through costs.

One gap matters for a controller. The document published at puzzle.io/legal/terms-of-service is headed as terms for access to and use of the website and was last revised on 1 June 2023. It is not a subscription agreement, so notice periods, uptime commitments, data export on exit and the security terms behind the SOC 2 claim cannot be read before signing. Ask for the master agreement and the current SOC 2 report.

How long does a Puzzle implementation take?

Puzzle is bought and set up self serve. The pricing page offers a 14 day trial of the Complete plan, self guided QuickBooks migration on Core, and white glove QuickBooks migration on Complete and above. There is no partner led implementation project of the kind a mid market ERP requires.

Two published data points frame the effort. The Brex case study on the api-mcp page reports that FinFuego cut accounting setup from 6 hours to 1.5 hours through the one click Brex integration, and VentureBeat is quoted on the same page saying the integration reduces startup accounting setup from a weeks long process to a single click. Both accounts come from the vendor and its partner.

The real timing constraint is the guarantee. It requires onboarding and a setup call within 7 days of subscription start, every primary source connected through supported live API integrations, and one full monthly close cycle with Puzzle as the primary general ledger before the saving is measured. On the firm side, the 9 July 2026 launch post says Accountalent, a firm of 25 years with more than 7,500 startup clients, cut its close from 15 to 20 days down to 3 to 5 days. That is a vendor account and no independent verification of it was found.

Can an AI agent operate Puzzle?

Partly, and the split is deliberate. Puzzle publishes a first party MCP server, and the api-mcp FAQ states that every MCP connection is strictly read only and user permissioned, re authenticates every 5 days for security, and is rate limited during the current alpha. Claude Desktop, Claude.ai, Cursor and Windsurf are named as supported clients. The page argues that Puzzle's own agents are deterministic and so are trusted to write, while third party language models are probabilistic and so get read access only.

Writing happens through the REST API instead. The developer documentation index lists 81 API reference entries covering transactions, journal entries, bills, invoices, vendors, customers, payroll, documents, departments, locations, products and financial statements, with OAuth 2.0 plus PKCE authorization and a documented sandbox server at staging.southparkdata.com alongside production at api.puzzle.io. Write scopes include write:journal, write:transaction, write:bill, write:invoice and write:payroll.

Two limits apply. Credentials are issued by request through the Puzzle API team rather than self serve, and no webhooks appear anywhere in the documentation index, so an integration polls rather than subscribes. Inside the product, the 9 July 2026 launch post says AI Close drafts the work and nothing posts to the general ledger without a human sign off.

If Puzzle isn't the fit

Puzzle alternatives

To see whether Puzzle can carry the general ledger, or to talk through the alternatives, use the link below.

No items found.
Puzzle
Process Management Vetted by Audit Friendly
Updated 8 days ago · next refresh 14d

Puzzle Review

Puzzle is an AI native general ledger for United States startups, small businesses and the accounting firms that serve them, pairing parallel cash and accrual books with agents that draft the month end close for a human to approve before anything posts.

The short version
Linking is the product: one governed number flows to the 10-K, the earnings deck, and the sustainability report, with a full audit trail.
More than 350 SEC form types with native iXBRL tagging and direct EDGAR filing, plus SOX, internal audit, and CSRD or ISSB reporting.
24/7 support and unlimited seats are in every package, which removes two classic surprise line items.
Quote only and licensed per solution, so the bill compounds; reported spend runs from roughly 60k for one solution to 400k stacked.
Document migration, not software setup, is the real project. Schedule it for a quiet reporting quarter.
Official walkthrough · Apr 2026
Introducing Workiva: AI, Data, and Assurance in One Platform
12:04
Jump to a moment
00:42The linking model, explained
03:15Drafting a 10-K with live figures
06:30iXBRL tagging and EDGAR submission
09:05Where the AI agents plug in
Score
68
Median price
$25 to $300/mo (published)
Time to live
Hours to a few days, self serve
Best fit
United States startups and SMBs on one USD entity
Pricing
Published per company monthly tiers plus metered AI credits
In market
2023
Audit Friendly Score
82/ 100

Independently scored across six dimensions. Every dimension is sourced, and we say whether a claim is published, reported, or estimated.

37Pricing transparency is the weak point. Read that one first.
Pricing transparency
86
+

Four tiers carry list prices on the pricing page checked on 6 September 2026: Starter 25, Core 60, Complete 100 and Scale 300 dollars a month billed annually, with monthly equivalents of 30, 72, 120 and 360. The page also publishes user counts, AI credit allowances and the full refund terms of the 50 percent faster close guarantee. Two things stay unpriced: AI Close appears as an add on on every card with no figure, and accounting firms are told to talk to Puzzle for partner plans and pricing.

AI / agent readiness
81
+

Puzzle ships a first party MCP server plus a REST API with OAuth 2.0 and PKCE. The api-mcp FAQ states the MCP connection is strictly read only, re authenticates every 5 days, and is rate limited during the current alpha, and lists Claude Desktop, Claude.ai, Cursor and Windsurf as clients. Writes are reserved for Puzzle's own agents, which the page argues are deterministic while third party LLMs are probabilistic. The 9 July 2026 launch post says AI Close is generally available to firms and that nothing posts to the general ledger without human sign off.

Implementation
74
+

Puzzle is self serve. The pricing page offers a 14 day free trial with full access to the Complete plan, self guided QuickBooks migration on Core and white glove QuickBooks migration on Complete and above. The Brex case study on the api-mcp page reports FinFuego cutting implementation from 6 hours to 1.5 hours through the one click Brex integration. For API partners the getting started doc publishes a sandbox server alongside production. The 50 percent faster close guarantee requires an onboarding call within 7 days of subscription start.

API & automation
71
+

The developer docs index at puzzle-api.readme.io lists 81 API reference entries covering transactions, journal entries, bills, invoices, vendors, customers, payroll, documents, departments, locations, products and financial statements, with OAuth 2.0 plus PKCE and a documented sandbox server. Write scopes exist and include write:journal and write:transaction. The ceiling is access and plumbing: credentials are issued by request through api at puzzle.io, no webhooks appear anywhere in the docs index, and the published rate limits are described only as alpha limits.

Reporting & close
66
+

Puzzle drafts financial statements automatically and the ai-close page describes Close as assignable agent tasks with due dates, a review panel and a logged audit trail showing date, action, item type and who signed off. Revenue recognition posts to the ledger only after a human review and post step. Two limits: subledgers for revenue, expenses and payroll are held back to the 300 dollar Scale tier, and consolidated reporting across entities happens in Joiin rather than in Puzzle's own reporting.

Compliance depth
58
+

Puzzle keeps cash and accrual books in parallel and its revenue recognition page describes automated deferred revenue schedules traceable to the source Stripe or BILL record, but the pricing page gates revenue recognition to the 100 dollar Complete tier. The developer docs describe the ledger as append only and say the API is SOC 2 compliant. Multi entity consolidation is not in the ledger at all: the pricing FAQ routes it to the Joiin integration on Core and above, and the Create Payroll endpoint page states Puzzle currently only supports USD currencies.

Expand all sixClick any dimension to read the reasoning behind the number.
The verdict

A real ledger with a real agent surface, sized for one United States entity.

Written by the Audit Friendly research team. No vendor edits, no sponsored placement.

What a buyer is really getting is a general ledger, not an automation layer sitting on top of someone else's books. Puzzle maintains cash and accrual sets in parallel, drafts financial statements automatically, and since 9 July 2026 sells AI Close, a set of agents that draft reconciliations, categorizations and accrual entries for a human to approve before anything posts. The pricing page checked on 6 September 2026 lists four tiers at 25, 60, 100 and 300 dollars a month billed annually, which puts a full accrual ledger with revenue recognition at 100 dollars a month, unlimited users included.

The catch is reach. Multi entity consolidation is not a Puzzle feature: the pricing FAQ hands it to Joiin, a separate product Puzzle prices from 23 dollars a month, and the Create Payroll page in the API reference states that Puzzle currently only supports USD currencies. Subledgers for revenue, expenses and payroll wait for the 300 dollar Scale tier. Support is in app chat, tiered from AI only on Starter to dedicated on Scale, with no published response time. Every agent action spends one of a metered credit allowance, 25 for the life of the entry tiers, 100 a month on Complete and 300 on Scale, and no overage rate is published.

Four things belong in writing before signing. Ask for the current SOC 2 report rather than the badge, because the only terms published on the site are website terms last revised 1 June 2023 and not a subscription agreement. Ask what an AI credit overage costs. Ask which system an auditor would be pointed at once Joiin holds the consolidation and the elimination entries. And ask for API credentials during the trial, since access is granted by request through the Puzzle API team rather than self serve and no webhooks appear in the documentation index.

Best for
  • United States startups and small businesses on a single USD entity that want real accrual books without buying an ERP
  • Accounting firms that want to build a close agent once and reuse it across a client book, which is what AI Close is sold to do
  • Teams already running Mercury, Brex, Ramp, Stripe, Gusto or Rippling, the feeds Puzzle conditions its 98 percent categorization claim on
Not for
  • Groups needing native consolidation or elimination entries, which Puzzle routes to the Joiin add on rather than handling in the ledger
  • Any company reporting in a currency other than United States dollars, since the Create Payroll docs state USD only support
  • Buyers who need a contractual support response time, because the help centre offers in app chat and publishes no SLA
What it solves for finance

The jobs a controller actually hires Puzzle for

Six jobs, each with the two-minute clip that shows it. Hover a card to preview, click to watch.

No items found.
Compare, reimagined

Watch the same task in each tool

Forget the 40-row feature grid. Pick a finance workflow and see how Workiva, BlackLine, and FloQast actually do it, with our verdict on who wins for whom.

2:40
WorkivaWins on control

Linked numbers, native iXBRL, and EDGAR submission in one document. Most setup up front, least tie-out work at deadline.

Steps to file9
Tie-outAutomatic
1:55
BlackLineNot the job

Governs the close and the numbers feeding the filing, but has no SEC document or XBRL layer. You still export to a printer or Workiva.

Steps to filen/a
Tie-outUpstream only
2:10
FloQastWins on speed

Keeps the Excel workpapers your team already built and layers checklist and review on top. Fastest to stand up, thinnest on filing.

Steps to filen/a
Tie-outExcel-native
More demos4 clips · agent-checked monthly
0:59
Overview
Three ways to catch up on your bookkeeping
Puzzle on YouTube (official)
https://www.youtube.com/watch?v=7AFaHbBZQzM
1:35
Overview
Puzzle is here to change how you do your accounting
Puzzle on YouTube (official)
https://www.youtube.com/watch?v=7mCvt468J5I
0:49
Overview
Puzzle pricing: which plan is right for me
Puzzle on YouTube (official)
https://www.youtube.com/watch?v=mU_b1PixibY
0:45
Overview
Puzzle's CEO on which plan is right for you
Puzzle on YouTube (official)
https://www.youtube.com/watch?v=tyzK35rAMYg
0:41
Feature
Puzzle's Spotlight feature
Puzzle on YouTube (official)
https://www.youtube.com/watch?v=A7NuuFTTwyw
0:41
Overview
Real time data without waiting for the books to close
Puzzle on YouTube (official)
https://www.youtube.com/watch?v=d0qRlFBKfB8
0:43
Feature
Puzzle claims 98 percent categorization accuracy
Puzzle on YouTube (official)
https://www.youtube.com/watch?v=UgMUBvxnny4
1:14
Real-user
Founder testimonial: Conor Brennan Burker of Hyperspell
Puzzle on YouTube (official)
https://www.youtube.com/watch?v=KcWZoJSoNsg
9:48
Real-user
Best audit trail software: QuickBooks vs Puzzle and more, a CPA review
The Digital Merchant on YouTube
https://www.youtube.com/watch?v=i2xLh3jqIcA
8:51
Real-user
Best financial close software: Sage Intacct vs Xero vs QuickBooks vs Puzzle
The Digital Merchant on YouTube
https://www.youtube.com/watch?v=Y-Vb-qlcDXA
1:10
Feature
How to confirm revenue recognition policies
Puzzle on YouTube (official)
https://www.youtube.com/watch?v=bXaLDEqgJFY
1:10
Feature
How to use Puzzle's audit log
Puzzle on YouTube (official)
https://www.youtube.com/watch?v=8i-Gm4GfAS0
2:43
Integration
Brex one click accounting through Puzzle's API
Puzzle on YouTube (official)
https://www.youtube.com/watch?v=gB_gwsZguvc
48:44
Webinar
How Attivo built an AI powered firm with Brex and Puzzle
Puzzle on YouTube (official)
https://www.youtube.com/watch?v=c0XGg6Bt3BI
Side by side

Compare on what matters

Dimension
Workiva82/100
This page
BlackLine78/100
Enterprise close & controls
FloQast78/100
Mid-market close
Compliance depth
Accrual and cash books with native revenue recognition on the 100 dollar Complete tier and an append only ledger; consolidation needs the Joiin add on
Audit log, automated sales tax, and 1099 e-filing; no consolidation, revenue recognition, or formal close workflow
Accrual schedules for depreciation, amortization and accruals sit on the 250 dollar Pro tier; SOC 2 Type II is listed across the firm plans
Scalability
One company per subscription with multi entity only through the Joiin add on from 23 dollars a month; the payroll API docs state USD only support
One company per subscription with users capped by tier (1, 3, 5, 25) and no native consolidation; the step up is a different product
Published business tiers stop at 250 dollars a month for Pro; firm plans price per client per month and only Enterprise above 500 clients is custom
AI / agent readiness
The first party MCP server is read only for Claude and ChatGPT and re authenticates every 5 days; only Puzzle's own agents write, after human approval
Official open source MCP server (144 tools, read and write, OAuth 2.0) plus Intuit Assist; the MCP server is still an early preview
The pricing page calls the Developer API and MCP free, open and extensible for Claude, ChatGPT and Cursor; Agentic Close is gated to the Pro tier
Support
The help centre names in app chat as the way to reach support; AI support on Starter, chat on Core, priority chat on Complete, dedicated on Scale
Intuit phone and chat are average; the real support layer is the ProAdvisor network and the QuickBooks Online Accountant portal
Firm plans list a self paced academy, group office hours and email support, with dedicated support reserved for the higher firm tiers
Implementation
Self serve with a 14 day trial of the Complete plan; self guided QuickBooks migration on Core and white glove migration on Complete and above
Self serve setup in hours to a few days; migrating messy history is what stretches it
Self serve with a free trial on the business tiers; firm plans add guided evaluation, client migration services and in person field training
Pricing transparency
Four published tiers at 25, 60, 100 and 300 dollars a month billed annually, checked 6 September 2026; firm pricing and AI Close stay quote only
Published tiers from 38 to 340 dollars per month after the August 2026 increase, before add ons
Published business tiers at 65, 100 and 250 dollars a month plus per client firm pricing from 35 dollars, checked 6 September 2026
API & automation
The developer docs list 81 API reference entries with OAuth 2.0 and PKCE, write scopes and a sandbox server; credentials are issued by request only
Official open source MCP server with 144 tools across 29 entity types, plus the mature Accounting API
The pricing page states the Developer API and MCP carry no extra fees, alongside 12,000 institution feeds and native Stripe, Ramp and BILL links
Reporting & close
AI Close reached general availability on 9 July 2026 with assignable agent tasks and a logged audit trail; subledgers wait for the 300 dollar Scale tier
Standard reports plus a close the books date lock; the custom report builder and Spreadsheet Sync need the Advanced tier, and there is no close checklist
Agentic Close with auto fetched bank statements and custom checklists is limited to the 250 dollar Pro tier and the higher firm plans
Best fit for a compliance depthpriority: Workiva
Compare all three →
Pricing intelligence

What it actually costs

Here's what it really costs: published rates where a vendor lists them, aggregated quote data where they don't, plus a path to your own number.

AF Score
68/100
Audit Friendly score for Puzzle across the eight ERP dimensions
Published price range
$25 to $300
Monthly list price per company billed annually, checked 6 September 2026
API reference entries
81
Endpoints listed in the Puzzle developer documentation index
Starter
$25/mo billed annually, or $30/mo monthly

First books for one user: cash and accrual books, auto drafted financial statements, up to 98 percent auto categorization claimed, a 1 click tax report, unlimited connections and 25 lifetime AI credits. Support is AI only.

Core
$60/mo billed annually, or $72/mo monthly

Positioned on the pricing page as the QuickBooks replacement: adds cash, burn, runway and margin insights, spend and revenue tracking, variance analysis, a custom chart of accounts, advanced reporting, 5 users, chat support and self guided QuickBooks migration.

Complete
$100/mo billed annually, or $120/mo monthly

The tier the pricing page marks Most Popular: adds revenue recognition, AI powered accuracy review and reconciliations, AI enhanced categorization, categorize from your inbox, classes, departments and projects, unlimited users, priority chat and 100 AI credits a month.

Scale
$300/mo billed annually, or $360/mo monthly

High volume tier: adds subledgers for revenue, expenses and payroll, no transaction limits, no integration limits, backup and restore, priority agent support, dedicated support and onboarding and 300 AI credits a month.

AI Close add on
Quote only

AI Close is listed as an add on on all four plan cards with no published price, and accounting firms are told to contact Puzzle for custom partner pricing and early access rather than shown a rate card.

Joiin multi entity consolidation
From $23/mo billed annually

Multi entity consolidation and multi currency conversion run in Joiin, a separate product, not inside the Puzzle ledger. Puzzle's own post dated 20 May 2025 quotes the Joiin entry price and a 14 day free trial.

Audit Friendly pricing intel
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Implementation reality

What it actually takes to go live

Difficulty
Low
1
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Self serve setup in hours to a few days, with a 14 day trial of the Complete plan and QuickBooks migration self guided on Core and white glove from Complete. The work that stretches is connecting every primary source through live API integrations, which the 50 percent faster close guarantee requires
Who's involved

SEC reporting manager or controller as owner, technical accounting for disclosures and tagging decisions, the SOX or internal audit lead for controls solutions, the sustainability controller for ESG scope, light IT involvement for SSO and data connectors, Workiva customer success plus its Professional Services team, and often an advisory partner (the Big 4 and firms like Riveron implement on Workiva; Deloitte has built CSRD compliance solutions on the platform).

Six things to watch for
01
Puzzle
Multi entity consolidation lives outside the ledger

The pricing FAQ answers the multi entity question with Joiin on Core and above, and Puzzle's own 20 May 2025 post prices Joiin from 23 dollars a month billed annually and credits it with the multi currency conversion. That means the consolidated view, the elimination entries and the group reporting sit in a second vendor's product with its own contract, its own uptime and its own audit trail. A buyer with two entities today should price both products and ask in writing which system of record an auditor would be pointed at.

01
Puzzle
The ledger is documented as USD only

The Create Payroll page in the Puzzle API reference states that Puzzle currently only supports USD currencies. Nothing on the pricing, product, integrations or revenue recognition pages fetched on 6 September 2026 describes multi currency books, and the multi currency claim on the Joiin post belongs to Joiin rather than to Puzzle. A company paying contractors abroad or reporting in anything but US dollars should confirm the handling in writing before migrating.

01
Puzzle
AI actions are metered in credits

The pricing page states that each AI action uses 1 credit and allocates 25 lifetime credits on Starter, 25 lifetime on Core, 100 a month on Complete and 300 a month on Scale. Categorization, insight and close agents all draw on the same pool. Nothing published on that page says what an overage costs or whether credits can be topped up, so a firm planning to run close agents across a client book cannot model the AI cost from the public page.

01
Puzzle
The 50 percent faster close guarantee is narrowly drawn

To qualify, the pricing page requires onboarding and a setup call within 7 days, every primary source connected through supported live API integrations, Puzzle used as the primary general ledger for a full monthly close, a single entity structure, and no reliance on CSV or PDF uploads or unsupported integrations. The saving is measured on customer reported comparisons, and the refund covers Puzzle subscription fees only, excluding implementation fees, taxes and pass through costs.

01
Puzzle
The published terms cover the website, not the subscription

The document at puzzle.io/legal/terms-of-service is headed Terms of Service for access to and use of the website, was last revised 1 June 2023, and covers licence, termination for breach and website use. It is not a subscription agreement, so notice periods, data export on exit, uptime commitments and the security terms behind the SOC 2 claim are not readable before signing. Ask for the master agreement and the current SOC 2 report.

How Claude & agents work with it
3/ 5
Agent readiness

Governed AI is strong inside the platform; the external agent surface is real REST APIs plus an MCP gateway that is announced but not yet self serve.

Puzzle publishes both a REST API and a first party MCP server. The api-mcp FAQ states that every MCP connection is strictly read only and user permissioned, re authenticates every 5 days, and is rate limited during the current alpha, with Claude Desktop, Claude.ai, Cursor and Windsurf named as supported clients. The stated reason is that Puzzle's own agents are deterministic and so are trusted to write to the ledger, while third party language models are probabilistic and so get analysis access only.

Writes run through the REST API instead, where the documentation index lists 81 reference entries and write scopes including write:journal, write:transaction, write:bill, write:invoice and write:payroll, secured with OAuth 2.0 and PKCE against a documented sandbox server. Access is granted by request rather than self serve, and no webhooks appear anywhere in the documentation index. Inside the product, Puzzle says AI Close reached general availability on 9 July 2026 and that nothing posts to the general ledger without a human sign off, which is a vendor claim.

Claude can
Read the chart of accounts, transactions, journal entries, trial balance, balance sheet, income statement, cash activity statement and burn metrics through the read only MCP server, and answer questions like a cash position or a quarter over quarter spend comparison without an export
Claude can't
Write anything through MCP. Posting journal entries, transactions, bills, invoices or payroll needs the REST API with write scopes and credentials issued by request, and there are no webhooks, so an agent polls for changes rather than being notified
What's new · agent-updated every 2 weeks

Puzzle, kept current

No items found.
Questions buyers ask

Puzzle FAQ

What does Puzzle cost for a venture backed startup of about 25 people?

Puzzle prices per company rather than per employee, so headcount does not move the bill. The pricing page checked on 6 September 2026 lists four tiers billed annually: Starter at 25 dollars a month, Core at 60, Complete at 100 and Scale at 300, with monthly equivalents of 30, 72, 120 and 360. Users are capped at 1 on Starter and 5 on Core, and are unlimited from Complete upward.

A 25 person startup that wants accrual books with revenue recognition, class and department tracking and the AI accuracy review lands on Complete at 100 dollars a month, or 1,200 dollars a year. Two costs sit outside that number. A second entity means the Joiin add on, which Puzzle prices from 23 dollars a month billed annually. AI Close appears as an add on on every plan card with no published price, and accounting firms are told to contact Puzzle for partner pricing.

Agent usage is metered. The pricing page states that each AI action uses 1 credit, with 25 lifetime credits on Starter and Core, 100 a month on Complete and 300 a month on Scale. No overage rate is published, so a team planning to run close agents every month should ask for one in writing.

What are the contract and exit terms for Puzzle?
+

The pricing page advertises a 14 day free trial with full access to the Complete plan, says data is kept when the trial converts, and states that plans can be changed at any time and cancelled at any time. The advertised prices are the annual rates; paying monthly costs roughly 20 percent more on every tier.

The 50 percent faster close guarantee is the only refund mechanism published. It allows a refund of Puzzle subscription fees requested within 30 days, and up to 90 days from the original subscription date, if the second month close is not at least 50 percent faster. It applies only to single entity structures, requires onboarding and a setup call within 7 days, requires every primary source connected through supported live API integrations rather than CSV or PDF uploads, and excludes third party fees, implementation fees, taxes and pass through costs.

One gap matters for a controller. The document published at puzzle.io/legal/terms-of-service is headed as terms for access to and use of the website and was last revised on 1 June 2023. It is not a subscription agreement, so notice periods, uptime commitments, data export on exit and the security terms behind the SOC 2 claim cannot be read before signing. Ask for the master agreement and the current SOC 2 report.

How long does a Puzzle implementation take?
+

Puzzle is bought and set up self serve. The pricing page offers a 14 day trial of the Complete plan, self guided QuickBooks migration on Core, and white glove QuickBooks migration on Complete and above. There is no partner led implementation project of the kind a mid market ERP requires.

Two published data points frame the effort. The Brex case study on the api-mcp page reports that FinFuego cut accounting setup from 6 hours to 1.5 hours through the one click Brex integration, and VentureBeat is quoted on the same page saying the integration reduces startup accounting setup from a weeks long process to a single click. Both accounts come from the vendor and its partner.

The real timing constraint is the guarantee. It requires onboarding and a setup call within 7 days of subscription start, every primary source connected through supported live API integrations, and one full monthly close cycle with Puzzle as the primary general ledger before the saving is measured. On the firm side, the 9 July 2026 launch post says Accountalent, a firm of 25 years with more than 7,500 startup clients, cut its close from 15 to 20 days down to 3 to 5 days. That is a vendor account and no independent verification of it was found.

Can an AI agent operate Puzzle?
+

Partly, and the split is deliberate. Puzzle publishes a first party MCP server, and the api-mcp FAQ states that every MCP connection is strictly read only and user permissioned, re authenticates every 5 days for security, and is rate limited during the current alpha. Claude Desktop, Claude.ai, Cursor and Windsurf are named as supported clients. The page argues that Puzzle's own agents are deterministic and so are trusted to write, while third party language models are probabilistic and so get read access only.

Writing happens through the REST API instead. The developer documentation index lists 81 API reference entries covering transactions, journal entries, bills, invoices, vendors, customers, payroll, documents, departments, locations, products and financial statements, with OAuth 2.0 plus PKCE authorization and a documented sandbox server at staging.southparkdata.com alongside production at api.puzzle.io. Write scopes include write:journal, write:transaction, write:bill, write:invoice and write:payroll.

Two limits apply. Credentials are issued by request through the Puzzle API team rather than self serve, and no webhooks appear anywhere in the documentation index, so an integration polls rather than subscribes. Inside the product, the 9 July 2026 launch post says AI Close drafts the work and nothing posts to the general ledger without a human sign off.

If Puzzle isn't the fit

Puzzle alternatives

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