Frontier models haven’t improved at accounting on their own. One-shot LLM classification has plateaued (and actually declined since June). Accuracy improves with access to ledger history, but at significantly higher cost and token usage. Ledger-native accounting models like Digits AGL® still outperform frontier models.
Compare Digits vs. Kick for accounting firms, including AI bookkeeping, reconciliation, rules, quality control, and firm workflows—and see how each platform approaches accounting automation.
Campfire and Digits are both AI-native accounting platforms, but they’re built for different operating models. Campfire gives finance teams a configurable AI workforce inside an ERP. Digits gives accounting firms a continuous accounting operation across their client books. Here’s how they compare across AI, accounting intelligence, workflows, and multi-client management.
FinOptimal Accruer automates a schedule once the accountant identifies it. Digits finds the transaction, drafts the schedule, and maintains it in the ledger after approval. A comparison of schedule automation for accounting firms.
Rillet is an AI-native ERP built around one company's finance team. Digits is an AI-native accounting platform built for firms delivering accounting across every client. Here is how the two compare, and which fits accounting firms better.
Digits adds eleven new Quality Control checks to help firms catch balance sheet issues, coding inconsistencies, uncleared accounts, and more. The checks run continuously and deterministically, surfacing exceptions for accountants to review.
Accounting is entering a technology shift unlike the ones that came before. AI is changing how the work gets done, from categorization and reconciliation to research, quality control, and close.
Compare Digits and Accrual for accounting firms. Digits is the AI-native general ledger where the accounting happens. Accrual adds AI to individual tax preparation around your existing tax engine.
How a summer of interns led Digits to rethink AI-assisted engineering—and why foundational judgment still has to come first.
When everyone can build with AI, the bottleneck shifts. Here's how Digits built the infrastructure that turned ideas into trusted internal software.
AI made building software easy. Maintaining it is another story. Why accounting firms should build what makes them unique and buy the rest.
Digits partners with Karbon to bring practice management closer to the ledger, helping firms connect client work with cleaner accounting data.
Digits partners with Reach Reporting to turn cleaner, more current ledger data into client-ready reports, dashboards, and budgeting workflows.
Digits partners with Ignition to connect revenue workflows and the ledger, helping firms automate billing data flow and unlock future insights.
Business accounting software was built for business owners, not accounting firms. Here’s why firms need software built around many clients, firm standards, and portfolio-wide expertise.
Digits Agentic Close continuously books, reconciles, schedules, and reviews financial activity, surfacing exceptions in Checklist for accountant review.
Learn how continuous close helps accounting firms keep books current throughout the month, reducing cleanup work and surfacing exceptions earlier.
Frontier AI now beats human accountants at classification, but the real accounting advantage is purpose-built systems that help close the books.
AI won’t replace accountants—it will replace routine accounting work, giving professionals more time for judgment, advisory, interpretation, and trust.
Why accounting firms outgrow Xero and what AI-native accounting platforms like Digits do differently.
Traditional accounting software reports the past. Digits keeps financials continuously current with an AI-native ledger.
Accrual accounting, without the spreadsheets. Digits Schedules automates schedules and journal entries directly in your ledger.
Digits is the AI-native alternative to QuickBooks for accounting firms managing multiple clients that want less manual work and software that actually scales.
Digits launches its MCP Server, connecting Digits to the tools you already use—so AI works from clean, real-time books at the source.
One publishes benchmark data, explains how the AI works, and ties pricing to results. The other doesn't. Digits vs. Puzzle, compared on what actually matters for firms.
AI-enabled, AI-native, and agentic accounting software aren’t the same—understanding the difference determines whether software reduces work or just reshuffles it.
Digits guarantees accounting outcomes with new outcome-based pricing—firms only pay when the work is done. Sierra’s Head of Sales joins as Strategic Advisor.
Introducing Digits Desktop: no versions, no updates, and accounting that runs itself at 3am—even if your computer is off.
Digits goes everywhere you do: Native apps bring real-time finance to every screen, with instant visibility, one-tap approvals, receipt capture, and an AI agent that answers questions from your live books.
Digits now connects to 18 more payroll providers, automatically posting payroll into the Agentic General Ledger™—no CSV exports, no manual journal entries, no reconciliation headaches.
Digits + BILL syncs bills, invoices, and payments from BILL directly into Digits in real time—automatically booking activity to your books, matching transactions, and keeping your financials clean without the manual work.
Meet Ask Digits, the new AI hub that lets you ask, review, and act across your books—bringing always-on intelligence to every part of your financial workflow.
Digits AI Bank Reconciliations automatically reconcile bank statements, flag anomalies, and tie out balance sheet accounts. Drop in a PDF statement—Digits handles the rest.
Digits is redefining financials—moving from real-time insights to verified financials, and launching the Digits Accountant Directory to connect businesses with the professionals who power them.
Digits is now programmable: Connect API opens the AGL to developers with AI-led categorization, vendor matching, reconciliation, and dimensional accounting.
This October, Digits was invited to present our latest lessons learned from our Agents in Production journey at MLOps World 2025 conference.
Digits launches the Accountant Partner Program—your only way to unlock Firm Models: AI trained uniquely for your firm.
Introducing Multiview Dashboards: Custom Dashboards, Endless Views. Create multiple custom dashboards tailored to your needs—instantly responsive, fully integrated, and finally free from pivot tables.
Considering offering startup stock options to employees? Let's look at how to create a stock option plan that works for your startup without unnecessary complexity.
Scale your accounting firm with AI tools, standardized processes, and advisory services. Digits helps firms auto-book 93% of transactions, freeing time for higher-value client work.
Hiring international employees can improve your startup's efficiency and innovation. Here are the pros, cons, and how to get started.
Accounting firm automation isn't just about having the right technology. It's about freeing up your time so you can scale your business.
Most accounting platforms weren't built for how modern accounting firms operate or what their clients expect. Learn why firms are building AI-native practices on Digits.
This July, Digits joined the AI in Production 2025 conference in Asheville, NC.
This July, Digits was invited to present our latest lessons learned from our Agents in Production journey at AI in Production 2025 conference.
QuickBooks may have been the go-to for years, but it's not designed for firms that are ready to scale. Read why growth-minded firms choose Digits.
Relive Digits' presence at Scaling New Heights 2025, featuring Jeff's exciting keynote, our hands-on booth experiences, and the launch of our AI-Native Accounting podcast.
Introducing Digits Accounting Agents: automate bookkeeping, dashboards, and reporting with AI-native workflows. Review, approve, and unlock a new era of accounting today!
Announcing our partnership with Arc! Combine Digits' AI-driven accounting with Arc's cash management for real-time financial insights. Unlock benefits like high-yield accounts and free software with qualified deposits. Modernize your financial strategy and make every dollar count. Start optimizing today!
Digits explored Meta's Llama-4-Scout performance issues tied to third-party server deployments. Recent vLLM updates have significantly improved accuracy and latency.
If you've been using Pilot, you may feel left out of some of the more advanced bookkeeping and accounting features available today, including real-time insights and access to seamless automation.
This April, Digits led a panel at Startup Grind Conference 2025 in San Francisco, sharing insights on LLM finetuning strategies and best practices.
We're excited to announce our partnership with Gusto, the #1 HR platform for payroll and benefits. This integration enhances Digits, unifying payroll and headcount data with our real-time insights. Simplify tax preparation and empower your small business with smarter financial management. Experience the next level of efficiency today!
This March, Digits was invited by NVIDIA to join NVIDIA's GTC'25 and present the Autonomous General Ledger® developed by Digits.
The Digits Autonomous General Ledger® (AGL®) is the first AI-native accounting platform that auto-books 93% of transactions. It delivers real-time, automated, and collaborative accounting.
In February 2025, Members of the Digits machine learning team were invited to speak at the Google Developer Group Seattle on the topic of LLM deployments on Google Cloud.
Startup taxes don't have to be complex. Our guide breaks down the requirements and rules all founders should know so you can approach your taxes with confidence.
Discover the small business tax rates and brackets for founders and startups. Learn how much tax your business may pay, as rates vary by structure and state.
What is COGS, and why does it matter? Learn how to do a COGS calculation for your SaaS startup to manage finances and impress investors.
The 7 startup funding stages are pre-seed, seed, Series A, Series B, Series C, Series D+, and IPO. Each stage has different investor expectations, valuations, and use of funds.
Discover the top reasons startups fail and get actionable insights from founders who've been there. Learn how to set your startup up for success.
Digits AI Invoicing automates invoice creation, payment tracking, and follow-up reminders. Generate branded invoices in seconds with automatic ledger integration.
Do you know when it's appropriate to hire a 1099 vs. a W-2 worker? Here are the rules business owners must follow, plus pros and cons of each work relationship type.
Check out our guide to learn how to decide between a C corp, an S corp, or an LLC for your startup.
Discover the 6 best bookkeeping services for startups to simplify your accounting needs. Plus, learn important steps to set up your bookkeeping.
65% of Fortune 500 companies incorporate in Delaware for business-friendly laws, the Court of Chancery, and investor familiarity. You don't need to operate there to incorporate.
Unsure if you need an accountant for your small business? Discover when to hire one, the benefits of a small business accountant, and their services.
The sudden shutdown of Bench should serve as a wake-up call for all business owners: Even seemingly stable service providers aren't immune to disruption. While you can't predict the future, these proactive steps can help protect your business from similar events in the future.
AI accounting automates bookkeeping, reconciliation, and expense tracking. Learn how AI tools like Digits reduce manual work, improve accuracy, and free finance teams to focus on strategy.
Digits Tax-Ready simplifies your bookkeeping and delivers everything you need to confidently hand off your financials to a tax preparer. With automated categorization, expert-reviewed accuracy, and compliant, ready-to-file reports, this plan puts tax season on autopilot—so you can focus on growing your business, not drowning in paperwork.
Ignoring this tax filing isn't an option. Unfortunately, we have seen dozens of new startups miss this deadline as they operated under the assumption that they were not profitable, so no tax filings were needed.
If you're exploring alternatives to Puzzle, you're not alone. This guide will walk you through some of the best Puzzle alternatives on the market today so you can find the perfect accounting software for your growing business.
The R&D tax credit lets startups offset up to $500,000 in payroll taxes annually. Qualifying activities include developing new products, improving processes, or building software.
From leveraging the R&D credit to planning for a tax-free exit with QSBS, these strategies can make a substantial impact on your business's growth and profitability.
To help you get ahead of your business tax filings, we've mapped out every critical deadline for the 2024 tax year (most of which you'll tackle in 2025), from federal to state requirements.
One of the most common questions we receive from startup founders is, "When should we convert from an LLC to a C corporation?" While the transition may appear straightforward, several legal and tax considerations must be considered.
Mistakes with 409A valuations are all too common in startups — but they don't have to be. From errors in execution to the misconception that they're unnecessary, these pitfalls can lead to severe tax penalties, unhappy employees, and wary investors.
QSBS isn't exactly straightforward. There's plenty of misleading information out there, and the nuances can trip up even seasoned founders. The good news? You don't have to tackle this alone.
Common startup tax deductions include office expenses, software subscriptions, professional services, marketing costs, and employee benefits. Learn IRS requirements for ordinary and necessary expenses.
At the heart of startup success is financial management. It's not just about profits or how much you raise; it's also about how well you manage your money day-to-day.
Learn everything you need to know about 1099-NEC forms, including who needs to file, key deadlines, and tips to stay compliant with IRS regulations.
Whether you're hearing about BOI reporting for the first time or scrambling to meet the original deadline, this article will ensure you understand exactly what is happening and what you need to do next.
Open Banking could save your business hundreds of hours and thousands of dollars each month. Why? Innovation and automation.
Effective investor updates include KPIs (burn rate, runway, revenue), wins and challenges, asks, and forward-looking plans. Send monthly or quarterly with consistent metrics.
Accounting for startups is key for gaining investor confidence. Learn how to set up an accounting system.
Learn what burn rate is, why it's crucial for your startup's financial health, and how to calculate it accurately.
Fundraising is one of the biggest challenges startups face. To help you find the right way to scale your startup successfully, here are the 7 most important funding sources.
Over hundreds of years, the general ledgers has come a long way. Here's how they've changed to meet the needs of modern companies.
Startup bookkeeping involves recording transactions, reconciling accounts, and maintaining financial records for investor readiness and tax compliance. Learn CPA-recommended best practices.
Without a clear overview of your finances, it's impossible to calculate your remaining runway or adjust your burn rate.
Meta's recent release of Llama 3.2 has sent shockwaves through the AI community, and for good reason. This latest iteration isn't just an incremental upgrade; it's a significant step forward in making large language models (LLMs) more accessible, efficient, and responsible.
At Digits, we are constantly pushing the limits of production machine learning, therefore we were beyond excited in being selected for one of the few and rare tickets of the inaugural IRL event hosted by the CUDA Mode community in San Francisco, a gathering organized by Accel and NVIDIA on September 21st, 2024. This event, brought together some of the brightest minds in the Torch and CUDA ecosystem, was a testament to the vibrant and ever-evolving world of AI.
Hosting large language models (LLMs) like Llama 3.2 presents unique challenges, requiring specialized infrastructure and deployment strategies. This is where vLLM comes in, a cutting-edge framework designed to optimize LLM deployment on Kubernetes, the industry-leading container orchestration platform.
Startup accountants handle bookkeeping, financial forecasting, tax planning, and investor reporting. Learn how to choose between in-house, fractional, or AI-powered accounting solutions.
In the world of machine learning, the allure often lies in the dazzling advancements: the latest models, cutting-edge techniques, and breakthrough success stories. It's comparable to admiring the tip of an iceberg without recognizing the substantial structure beneath the surface that keeps it afloat.
This July, Digits was invited to present our latest lessons learned from our Open Source Large Language Model journey.
This July, Digits was invited to present our latest lessons learned from our Open Source Large Language Model journey.
Digits now offers tax and budgeting & forecasting plans. Join us to make more informed decisions, maintain better financial health, and streamline tax filings. Become a customer today!
Digits is now SOC 2 Type 2 compliant! Learn how this boosts data security for startups, ensuring financial info is safe and secure with Digits trusted accounting solutions.
Explore Digits' latest announcements from Scaling New Heights 2024 – Orlando. From AI innovations in accounting to keynotes and our exciting Basis acquisition, discover how we're reimagining the future of accounting!
Welcome Basis! Digits has acquired Basis Finance – integrating advanced budgeting and forecasting tools into our AI accounting platform. Save time and simplify financial planning today!
Digits AI outperforms GPT-4o on accounting tasks by training on $700B+ in transactions. Proprietary models achieve higher accuracy for categorization and reconciliation than general-purpose LLMs.
This May, Digits was invited by Google to join Google I/O and participate in the exclusive, invitation-only developer advisory board.
Introducing Digits Bill Pay — accounts payable automation made brilliant! We've made Digits even more powerful by integrating Bill Pay directly into our AI accounting platform.
Your Finances, All In One Place – Bookkeeping, Reports, Vault – Consolidate today and use a smarter, more intuitive set of tools to manage your finances.
This April, Members of the Digits machine learning team were invited to speak at the University of Washington on the topic of GenAI in Finance.
This April, Digits was invited by NVIDIA to show our latest ML/AI projects at Google Cloud Next'24.
If you're a startup founder or an entrepreneur frequently engaging with independent contractors or freelancers for services, you should familiarize yourself with the Internal Revenue Service's (IRS) Form 1099-NEC – a tax document introduced by the IRS in 2020 to report non-employee compensation.
Accounts receivable (AR) is all about the outstanding money owed to your business for either goods or services received, but not yet paid for, standard practice for a lot B2B transactions and startups, especially in the SaaS space.
During the lifecycle and evolution of a startup, certain scenarios will make the founder feel the need for a Chief Financial Office (CFO) to lean on and collaborate with. Hiring a full-time CFO immediately, however, is likely not the right choice and a fractional CFO is likely the startup's best bet to bridge the gap until they are ready to commit to a full-time CFO.
The Rule of 40 states that a SaaS company's revenue growth rate plus profit margin should equal or exceed 40%. It balances growth and profitability as a measure of company health.
As a startup founder, you have a lot on your plate, including managing finance and tax details for your business and your employees/contractors. One important document is the IRS W-9 form. Here's what you need to know about W-9s, including their significance to your business and how to handle them effectively.
Tax season is a dizzying time for anyone, especially startup founders. The last thing you want to be dealing with are forms, withholdings, or deadlines — you've got your business to run! One key piece of the tax season puzzle is a Form 1120, aka the Income Tax Return. Here's a startup founders guide to understanding you Form 1120.
In simple terms, depreciation is an accounting method that allows a company to spread the cost of an expensive purchase over a period of time, rather than all at once. This not only eases the immediate financial burden but also smooths out expenses over time. This process is vital for budget planning, particularly for start-ups, as it enables more predictable financial management.
An income statement, often referred to as a Profit & Loss (P&L) statement, is a financial report that shows your business profitability over a specified period. It presents your revenue and deducts your expenses and losses, shedding light on your company's financial health.
In the business world, the term "per diem" is quite common, but its meaning and application often confuse individuals. To clear these misconceptions, let's dive into the definition, implications, and operations of a "per diem" system.
Understand the pitfalls of running a startup without the help of an accountant, as well as the benefits of partnering with one.
Hire an accountant when starting a business (for entity structure advice), during rapid growth, before fundraising, or when tax complexity increases. Signs include spending hours on books each month.
Starting a new business venture is an exciting time, filled with creativity and ambition. However, amidst the enthusiasm, one crucial aspect that many startup founders overlook is accounting.
Cash accounting records transactions when money moves; accrual records when earned or incurred. Most startups should use accrual accounting for accurate financial reporting and investor readiness.
Bookkeeping records daily transactions; accounting analyzes financial data for strategic decisions. Learn the difference and when startups need each service.
Digits, AI accounting for startups, prioritizes data security with cutting-edge encryption and key protection methods. Recently achieving SOC2 Type 1 compliance, Digits sets the industry standard for secure financial data handling. Learn more about our relentless dedication to integrity, transparency, and security.
Deep dive into the problems with small business accounting in the U.S and Digits' mission to fix these fundamental flaws in the system, leveraging AI and modern technology to push for a long-overdue overhaul.
Introducing Digits Reports 3.0 – interactive, fast, and collaborative business reporting. Discover instant insights, effective one-click annotations, sophisticated AI assistance, and unmatched speed. Transform your business financial reporting with Digits.
Rounding out summer, Digits introduced new features for better efficiency and customization including the integration of Digits AI into report building, giving your clients access to Digits AI during report reviews, and much more!
This September, Digits was invited to present at Google Cloud's Next - their premiere event to explore Generative AI, learn from experts, connect with builders, and see how AI/ML are reshaping our world.
Dive into the impact of AI on the accounting industry, featuring insights from the Scaling New Heights conference. Including Jeff Seibert's keynote presentation on the introduction of Digits AI, the future of small business finance, and an enlightening discussion on AI adoption in accounting.
1,000+ new businesses on Digits, new AI capabilities, and Reports get a fresh new look! Read more…
Digits AI is a business-specific finance AI that provides real-time financial planning, insights, and visualizations through a conversational interface. Secure, accurate, and built for business owners.
Using a machine learning model to classify an object (be it text, image, tabular data) with a label that the model has never seen before, Zero-Shot Classification, seems like an impossible task.
Digits answer to automating the transaction review process for both accountants and their clients. Providing a faster, more accurate categorization of transactions, a desired client communication experience, a more seamless and elegant workflow for accountants, and speeding up the overall process.
In our previous blog post, we introduced how we use similarity-based machine learning for accounting use cases. In this blog post, we will focus on how we use generative machine learning at Digits.
Early in 2022, Digits released Boost to help accountants save time by automating their work. Boost instantly spots inconsistencies in their client's ledger. Every second, Digits sifts through every single transaction and performs a deep analysis. Digits' Boost alerts accountants if it finds errors like transactions in unexpected categories and suggests categories for transactions with missing categories.
Welcome to Q2. Now, with the click of a button, you can generate beautiful, immersive quarterly reports packed with all the intelligent executive summaries and actionable insights you get from standard, monthly Digits Reports. Quarterly Reports pack all the same power: infinitely explore your data through elegantly presented numbers and popular features like Hover to Discover.
Today's finance tools fall far short of what accountants and finance teams deserve—immersive storytelling backed by intelligent analysis, powerful visuals, and instant answers. It's time to bid farewell to stale, black and white reports, tedious Excel models, and unsecured email attachments.
Definitely one for the books! Digits kicked off the 2021 Digital CPA conference in style for attendees from the top tech-forward firms at an exclusive, invite-only evening full of magic where we took over the Dream Hotel in Nashville!
We recently launched Digits Search, bringing fast, beautiful, full-depth search to business financial data. We've received a ton of customer feedback, and one question just keeps coming up...
Our recent launch of Digits Search represented the culmination of over 30 human-years of software engineering work, from a team with hundreds of years of combined experience. All to make a financial search box... work.
Understanding banking transactions as they happen, in real-time, is core to our mission with Digits Search. You can't answer important finance questions with bad data.
Today's finance software falls far short of what business leaders need—intelligent, powerful analysis and instant answers. No longer.
Through the travails, uncertainty, and drama of 2020, we have done our best to stay heads-down building, fully-remotely, and in focused pursuit of our mission to bring business finance into the modern, real-time era.
Back in early March, before the full extent of this pandemic set in, I kicked off our introduction to remote work at Digits with 'To be sure, working remotely is not for every business, and not for every individual.' Little did I know how soon so many businesses and individuals would be forced to make do, and how quickly fully-remote work would become mainstream.
At Digits, we have been strong and ongoing proponents of modern, secure connections between financial institutions. As part of our mission to give businesses real-time visibility into their finances, we believe in the need for common, open, interoperable standards for businesses to seamlessly transmit financial data.
At Digits, we strive to push the bounds of technology in order to deliver radically more useful, delightful software experiences for our customers.
After two years of heavy development, we've announced Digits for Expenses! We couldn't be more humbled by the support and excitement we've seen from countless business owners and accountants across the country and around the globe, and we're working tirelessly to get them into our Early Access program.
We are obsessed with the vision that business finance should be immediately accessible and intuitive. It should learn, in real-time, as the business evolves, and it should empower business owners and operators everywhere, without requiring any prior financial training.
Remarkably, we're now at the point where most software/digital/service-based businesses, and most knowledge-based employees, are well-suited to going fully-remote, and many will be better off if they do! In fact, remote work has already jumped 159% in the past 12 years, but that's just the tip of the iceberg.
Six months ago we shared a preview of our next adventure, and of our obsession with building modern, intuitive, intelligent, delightful financial software. And the response has left us overjoyed and even more focused.
As builders, there is nothing more gratifying than crafting a product that is used by millions. That saves them countless hours of effort. That turns something complex and frustrating into something accessible, intuitive, even delightful.
