Puzzle

Puzzle is an AI-powered accounting and financial management platform designed to help startups, small businesses, and accounting firms manage their finances with greater accuracy and less manual work. The platform combines accounting software with artificial intelligence, automated bookkeeping, financial reporting, and optional professional accounting services. Its central goal is to help businesses maintain accurate, up-to-date financial records while making important financial information easier to understand and act on.

For many growing companies, accounting becomes more complicated as transaction volumes increase, employees are added, and operations expand. Finance teams must manage bank transactions, credit card expenses, payroll, invoices, revenue, reconciliations, and financial statements. These activities often involve repetitive data entry and spreadsheets, particularly when information is spread across several applications. Puzzle addresses this challenge by connecting financial data sources and using AI-powered automation to prepare accounting work for review.

The platform is built around a general ledger that supports both cash and accrual accounting. Businesses can maintain financial records and produce financial statements while keeping their accounting information connected to their operational systems. Puzzle also provides a chart of accounts, transaction categorization, account reconciliation, and reporting capabilities. These tools help businesses organize their financial activity and maintain a clearer picture of their financial position.

One of Puzzle’s central capabilities is automated transaction categorization. The platform uses AI to identify transaction patterns and suggest appropriate accounting categories. The company reports that its system can automatically categorize approximately 85–90% of transactions without requiring users to create extensive manual rules. This can reduce the amount of time spent reviewing individual bank and credit card transactions. Users can examine the suggested classifications and approve or correct them as necessary.

Puzzle also includes an AI Suite consisting of AI Chat, AI Cowork, and AI Close. These tools are designed to bring artificial intelligence directly into accounting workflows rather than operate as separate general-purpose assistants. AI Chat allows users to ask questions about their financial information using ordinary language. For example, a business owner or finance manager can ask about cash balances, spending trends, revenue, margins, or financial performance. The assistant uses information from the company’s accounting records to provide answers, helping users understand their finances without manually building every report.

AI Cowork focuses on preparing accounting tasks. Users can describe work they want completed, and the AI agent prepares the relevant activity for review. Examples include matching invoices with payments, identifying recurring subscriptions, finding missing receipts, and preparing transaction-related work. Importantly, Puzzle explains that AI Cowork does not automatically finalize changes to the books without user approval. This review process helps maintain human oversight over accounting records.

AI Close supports the month-end accounting process. Closing the books involves categorizing transactions, reconciling accounts, checking balances, and preparing financial statements. Puzzle uses automation to prepare parts of this work and help accountants focus on reviewing exceptions and confirming accuracy. This can make the financial close process more organized and reduce the repetitive work that often delays monthly reporting.

Financial visibility is another important part of Puzzle. The platform provides information about cash balances, spending, revenue, burn rate, runway, and margins. These metrics are particularly useful for startups that need to monitor how quickly they are spending their available funds and how long their current cash position may support operations. By keeping accounting information updated through connected financial sources, Puzzle aims to give founders and finance teams access to useful business information without waiting for a manually prepared monthly report.

The platform also supports financial reporting and analysis. Users can work with financial statements, advanced reporting, variance analysis, and custom charts of accounts, depending on their subscription plan. These capabilities help businesses understand changes in income and expenses, monitor performance, and prepare financial information for management discussions, investors, and accountants. Puzzle’s reporting tools are designed to make accounting data more accessible to people who need to make business decisions.

Revenue recognition is another capability available on selected plans. Companies that receive recurring payments or have more complex revenue arrangements may need to recognize income over time rather than record every payment as immediate revenue. Puzzle provides revenue recognition functionality to help businesses manage this accounting requirement. Its platform is particularly relevant to technology companies and startups that use subscription-based business models.

Puzzle also supports businesses with multiple entities. Multi-entity accounting can become challenging when a company operates through different subsidiaries or legal entities. The platform offers multi-entity functionality through integration, allowing businesses to manage relevant financial information across their organizational structure. Its capabilities are intended to help growing companies maintain more organized records as their operations expand.

Integrations are an important part of Puzzle’s approach. The platform connects with banking, payment processing, payroll, expense management, and accounts payable systems. Direct integrations include providers such as Stripe, Mercury, Brex, Ramp, Gusto, Rippling, Deel, and BILL. Puzzle also connects to thousands of banks and credit cards through Plaid. These connections help bring financial transactions into the accounting platform and reduce the need for repeated manual uploads. The company states that supported integrations sync data automatically, helping keep financial records current.

In addition to its software, Puzzle offers accounting services for businesses that want professional assistance. Customers can choose to manage their own books using the platform or add a service provided by a vetted accounting partner. Expert Reviewed provides monthly review and closing support, while Full Service is designed for businesses that want a dedicated bookkeeper to handle the monthly accounting process. The company also offers project-based services such as bookkeeping migration, catch-up bookkeeping, research and development tax credit studies, and tax filing. These services operate alongside an active Puzzle software subscription.

The platform is designed with startups and growing businesses in mind. Its pricing structure includes different plans for companies with different accounting needs, from businesses setting up their first books to organizations managing higher transaction volumes. Higher-tier plans provide additional features such as AI-powered accuracy reviews, reconciliations, enhanced categorization, revenue recognition, subledgers, and expanded support. This structure allows businesses to begin with basic accounting functionality and move to more advanced capabilities as their requirements change.

Puzzle also supports accounting firms that manage financial records for multiple clients. Its AI Close functionality can help accountants prepare month-end work across client accounts, allowing professionals to focus on reviewing transactions and resolving exceptions. This makes the platform relevant not only to business owners but also to accounting professionals looking to improve the efficiency of their bookkeeping and financial close processes.

Security and control are important considerations when using AI with financial information. Puzzle’s AI Suite is designed to prepare work for human review rather than silently change accounting records. The company also provides integration permissions and access controls for connecting financial data. Businesses should review the platform’s current security documentation, data access policies, and contractual terms before connecting sensitive financial accounts.

Overall, Puzzle combines accounting software, AI agents, financial reporting, integrations, and optional professional services in one platform. Its strongest appeal is to startups and growing companies that want to automate routine bookkeeping while retaining visibility and control over their financial records. By helping users categorize transactions, prepare reconciliations, understand cash flow, and organize month-end close activities, Puzzle aims to make accounting more efficient and financial information more useful for everyday business decisions.