A Guide to Multi-Element Arrangement Accounting

October 6, 2025
Jason Berwanger
Accounting

Get a clear, practical overview of multi element arrangement accounting, including key steps, compliance tips, and real-world examples for your business.

Hands assembling puzzle pieces with icons for multi-element arrangement accounting.

If you sell a software license with a support package or a product with installation services, you’re dealing with a common business practice that creates a surprisingly complex accounting challenge. You can’t just recognize all the revenue the day the contract is signed. Instead, you need a clear method for assigning a value to each part of the deal and recognizing the revenue only as you deliver each component. This is the core challenge of multi element arrangement accounting. It ensures your financial reporting is accurate and reflects the true timing of your earnings. This guide will break down the process into clear, manageable steps.

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Key Takeaways

  • Treat bundles as individual promises: The foundation of multi-element accounting is to break down a single contract into its separate components, or "performance obligations." This ensures you recognize revenue only as you deliver each distinct good or service, giving you a true reflection of your earnings over time.
  • Assign a fair value to each component: To allocate the total contract price correctly, you must determine the Standalone Selling Price (SSP) for each part of the bundle. Documenting your valuation method is non-negotiable—it’s the proof you’ll need to justify your numbers and pass an audit with confidence.
  • Use automation to eliminate guesswork: Manually managing complex revenue recognition is prone to error and wastes valuable time. An automated system handles the heavy lifting of price allocation and revenue timing, ensuring compliance and freeing up your team to focus on strategic financial analysis instead of tedious calculations.

What Is Multi-Element Arrangement Accounting?

If you’ve ever sold a bundle—like a software license with a support package or a product with installation services—you’ve dealt with a multi-element arrangement. Simply put, these are business contracts that include several distinct products or services, also known as performance obligations. The core idea is that you can't just recognize all the revenue at once. Instead, you need a clear method for assigning a value to each part of the deal and recognizing the revenue as you deliver each component.

This approach ensures your financial reporting is accurate and reflects the true timing of your earnings. It’s not just about following the rules; it’s about gaining a clearer picture of your company’s financial health. Getting this right helps you make smarter business decisions, from pricing your bundles to forecasting future income.

What Are the Core Components?

At the heart of any multi-element arrangement are its individual parts, or "performance obligations." Think of these as the specific promises you make to your customer in a contract. A performance obligation could be a physical product, a software license, a training session, or an ongoing maintenance service. For an item to be considered a distinct component, it must have value to the customer on its own.

The main task is to figure out the fair value for each separate product or service within the bundle. This process, called cost allocation, involves dividing the total transaction price among all the performance obligations in the contract. This ensures that you recognize revenue for each item accurately as it's delivered, rather than lumping it all together. You can find more insights in the HubiFi Blog on related financial topics.

Key Principles for Recognizing Revenue

To stay compliant, businesses follow specific accounting standards. In the U.S., this is ASC 606, while international companies adhere to IFRS 15. Both frameworks are built on the same core principles and follow a five-step model for recognizing revenue from customer contracts. This standardized approach creates consistency and transparency in financial reporting.

The five steps are:

  1. Identify the contract with the customer.
  2. Identify all the separate performance obligations in the contract.
  3. Determine the total transaction price.
  4. Allocate that price to the separate performance obligations.
  5. Recognize revenue as you satisfy each performance obligation.

Following these steps requires pulling data from different systems, which is why seamless integrations with HubiFi are essential for an accurate process.

Clearing Up Common Misconceptions

Many people view compliance as a restrictive chore or just another box to check. Another common myth is that managing multi-element arrangements is inherently expensive and complicated, requiring a huge team to handle manually. While it can be complex, thinking of compliance as just a cost center is a mistake. It’s actually a tool for gaining incredible clarity into your revenue streams.

Proper revenue recognition gives you a precise understanding of your company's performance. With modern automated solutions, it doesn't have to be a drain on your resources. Automation can handle the heavy lifting of tracking and allocating revenue, reducing errors and freeing up your team to focus on strategy. You can schedule a demo with HubiFi to see how an automated system can simplify compliance.

What Are Performance Obligations?

Think of a performance obligation as a specific promise you make to a customer within a contract. When you sell a bundle of goods and services, you’re not just making one big promise; you're often making several smaller ones. According to accounting standards like ASC 606, a performance obligation is a promise to transfer a “distinct” good or service. The key here is identifying each individual promise, because you can only recognize revenue as you fulfill each one.

For example, if you sell a software subscription that includes initial setup and ongoing technical support, you likely have three separate performance obligations: the software license, the setup service, and the support. You can’t just lump the entire contract value together and recognize it all at once. Breaking down a contract into these core components is the first and most critical step in multi-element arrangement accounting. It sets the stage for accurately allocating the transaction price and recognizing revenue at the right time, ensuring your financial statements reflect the true nature of your customer agreements. This process is fundamental for compliance and gives you a clearer picture of your company's financial health.

How to Identify Distinct Elements

So, how do you figure out what’s “distinct”? A good or service is considered distinct if the customer can benefit from it on its own or with other resources they already have. The simplest test is to ask yourself: could I sell this item separately? If the answer is yes, it’s likely a distinct performance obligation. For instance, a one-year warranty sold with a product is distinct because the customer benefits from the product itself, and the warranty provides a separate service of protection over time. You could sell the product without the warranty, and vice-versa. Getting this right requires looking past the line items on an invoice and truly understanding the promises you’ve made in the contract.

Determine Standalone Selling Prices

Once you’ve identified each distinct performance obligation, the next step is to assign it a value. This is done by determining its Standalone Selling Price (SSP), which is simply the price you would charge for that specific good or service if you sold it on its own. You might have an official price list that makes this easy. If not, you’ll need to estimate the SSP using observable data, like what competitors charge, or a cost-plus-margin approach. Having a clear SSP for every performance obligation is essential because it forms the basis for allocating the total contract price. You can find more helpful articles on financial operations in the HubiFi blog.

Choose Your Allocation Method

With your performance obligations identified and their SSPs determined, it’s time to allocate the total transaction price. The most common approach is the relative standalone selling price method. This sounds complex, but the logic is straightforward. You allocate the total contract price to each performance obligation in proportion to its individual SSP. For example, if a software license has an SSP of $900 and training has an SSP of $100, the license represents 90% of the total standalone value. Therefore, it gets 90% of the total contract price, and the training gets the remaining 10%. This method ensures that revenue is recognized in a way that fairly reflects the value of each component delivered to the customer.

What You Need to Document

As with any accounting process, documentation is your best friend. To stay compliant and prepared for an audit, you need a clear record of how you arrived at your numbers. Your documentation should prove how you identified each performance obligation, the method you used to determine its SSP (especially if it was an estimate), and the final allocation of the transaction price. Think of it as showing your work on a math problem. Keeping good records provides the evidence needed to support your revenue recognition decisions. Using tools that offer seamless integrations with HubiFi can help automate data collection and create a reliable audit trail without the manual effort.

Stay Compliant with Key Accounting Standards

When you're dealing with multi-element arrangements, staying on the right side of accounting standards isn't just good practice—it's essential for accurate financial reporting. The two main frameworks you'll encounter are ASC 606 and IFRS 15. While they might seem complex, their goal is straightforward: to create a consistent and transparent way for companies to report revenue. Think of them as a shared language for financial health. Understanding these rules helps you recognize revenue at the right time, pass audits with confidence, and give stakeholders a clear picture of your company's performance. It all comes down to having a solid process for identifying your obligations to customers and accounting for them correctly.

The ASC 606 Framework Explained

For businesses operating in the U.S., ASC 606 is the gold standard for revenue recognition. It provides a clear, five-step model that applies to all customer contracts. The process guides you from the moment a contract is signed to when you can officially count the money as revenue. It works like this: first, you identify the contract with the customer. Next, you pinpoint the specific promises, or "performance obligations," within it. Then, you determine the total transaction price. After that, you allocate that price across the different obligations. Finally, you recognize the revenue as you fulfill each promise. This framework removes the guesswork and ensures your revenue reporting is consistent and reliable. You can find more insights on compliance on our blog.

A Look at IFRS 15 Guidelines

If your business operates on a global scale, you’ll need to be familiar with IFRS 15. It’s the international equivalent of ASC 606, and the good news is that they are very similar. IFRS 15 also centers on identifying distinct performance obligations and allocating the transaction price based on what each item would sell for on its own. The core principles are aligned, aiming to make financial statements comparable across different countries and industries. For companies with an international footprint, understanding the nuances of both standards is key to maintaining global compliance and presenting a unified financial story to investors, partners, and regulators around the world.

Meet Your Compliance Requirements

Following the rules is one thing, but proving you did it is another. A huge part of compliance is maintaining meticulous documentation. Your accounting records need to provide clear evidence of every transaction and justify how you recognized and measured the revenue. This means keeping detailed notes that show how you determined the fair value of each element in a multi-element arrangement. Think of it as showing your work on a math problem—it’s what auditors will look for to verify your numbers. Having this documentation ready not only makes audits smoother but also reinforces the integrity of your financial reporting. A robust system can help you automate this process and keep everything organized.

Set Up Your Internal Controls

To manage compliance effectively over the long term, you need strong internal controls. These are the systems and processes you put in place to ensure everything runs smoothly and accurately. Effective controls help you track each performance obligation, manage complex revenue recognition schedules, and report revenue correctly as each part of the contract is fulfilled. This isn't a set-it-and-forget-it task; it requires an ongoing commitment to monitoring and accuracy. Implementing systems that can handle these details is crucial, especially as your business grows. The right integrations with your existing tools can make all the difference in building a reliable and scalable compliance process.

A Step-by-Step Guide to the Revenue Recognition Process

Navigating revenue recognition for multi-element arrangements can feel complicated, but it boils down to a clear, five-step process. This framework, central to standards like ASC 606, gives you a reliable roadmap for identifying your contractual promises, assigning them a value, and recording revenue at the right time. By following these steps, you can ensure your financial statements are accurate, compliant, and audit-ready. Think of it less as a rigid set of rules and more as a logical sequence that brings clarity to even the most complex contracts. Let's walk through each step so you can apply this process to your own business with confidence.

Step 1: Analyze the Contract

Everything starts with the contract. Before you can recognize a single dollar, you need to confirm you have a clear and enforceable agreement with your customer. This doesn't always mean a formal, 50-page document; it can be a standard purchase order, an online checkout confirmation, or even a verbal agreement, as long as it has commercial substance and payment is probable. Your first task is to review the terms to understand exactly what you’ve promised to deliver and what the customer has agreed to pay. This foundational step ensures everyone is on the same page and sets the stage for all the accounting that follows.

Step 2: Identify Performance Obligations

Next, it’s time to break down the contract into individual promises, or what accountants call "performance obligations." A performance obligation is a distinct good or service you've committed to providing. The key here is the word distinct. If a customer can benefit from a good or service on its own or with other readily available resources, it’s a separate obligation. For example, in a contract for a software license and installation services, the license is one performance obligation and the installation is another. Identifying each one correctly is crucial because you’ll recognize revenue as each specific promise is fulfilled.

Step 3: Determine and Allocate the Price

Once you know what you’re delivering, you need to figure out the total transaction price—the amount of money you expect to receive from the customer. This might seem straightforward, but it can include variable amounts like performance bonuses, discounts, or rebates. After establishing the total price, you’ll divide it among the separate performance obligations you identified in the previous step. This allocation should be based on the standalone selling price of each item, which is the price you’d charge for that good or service if you sold it separately. This ensures each component of the deal is valued fairly.

Step 4: Time Your Revenue Recognition

This is where the "when" comes into play. You should record revenue as you complete each promised good or service, not all at once when the contract is signed. Revenue is recognized when you transfer control of the good or service to the customer. This can happen at a single point in time, like when a product is delivered, or over a period of time, like with a year-long subscription or a consulting project. Aligning revenue recognition with the fulfillment of your obligations gives a more accurate picture of your company’s financial performance throughout the life of the contract.

Step 5: Monitor and Make Adjustments

Revenue recognition isn't a "set it and forget it" activity. Contracts often change—customers might add services, change the scope, or adjust timelines. When these modifications happen, you need to reassess your performance obligations and price allocations. Keeping detailed and organized records is essential to show how you valued each part of the arrangement and adjusted for any changes. This is where having the right systems in place makes a huge difference, as automated solutions can help you seamlessly integrate your data and track contract performance without manual effort, ensuring you remain compliant as your customer relationships evolve.

Common Examples of Multi-Element Arrangements

Multi-element arrangements pop up in more places than you might think. They aren't just for massive enterprise deals; many businesses bundle products and services together. Recognizing these bundles is the first step toward accurate accounting. Let's look at a few common scenarios you might encounter.

Software and Support Services

One of the most frequent examples you'll see is a software license sold with a support package. Think about it: when you buy software, you often get access to customer support, future updates, and bug fixes for a year. The software itself is one deliverable, and the ongoing support is another. Under ASC 606, you can't just lump the total contract value together and recognize it all at once. The revenue from the software license is typically recognized when the customer gets access, while the support revenue is spread out over the service period. This ensures your financial statements accurately reflect when you've earned that money.

Product and Installation Packages

This example is common in industries from tech to home goods. Imagine selling a complex piece of equipment that also requires professional installation. The customer receives two distinct things: the physical product and the installation service. The product has value on its own, and the installation is a separate service that makes it functional. You would recognize the revenue for the equipment once it's delivered to the customer. The revenue for the installation service, however, should only be recognized after the setup is complete. Separating these two elements is key to keeping your revenue recognition compliant and your books clean.

Training and Consulting Bundles

When a business sells a sophisticated product or system, they often include training or consulting to help the customer get the most out of it. For instance, a company might sell a new CRM platform along with a package of training sessions for the sales team. The CRM license, the training, and any consulting are all separate performance obligations. Each one provides a distinct value to the customer. You'd recognize revenue for the software license upon delivery, but the training revenue would be recognized as each session is completed. Keeping track of these different deliverables is simple when you have the right integrations connecting your systems.

Maintenance Contracts

Similar to support services, maintenance contracts are often bundled with the sale of a physical product, like industrial machinery or office equipment. A customer might pay an upfront fee for a machine and an annual fee for a maintenance contract that covers regular check-ups and repairs. The machine and the maintenance are two separate promises. The revenue from the machine sale is recognized at the point of sale. The revenue from the maintenance contract, however, must be recognized evenly over the contract's term. This approach properly matches the revenue you earn with the maintenance services you provide throughout the year.

How to Manage Complex Arrangements

Let's be honest: multi-element arrangements can feel like a puzzle. You have several moving parts, and each one needs to fit perfectly into your financial reporting. The key is to break the process down into manageable steps. When you’re dealing with bundled products, services, and ongoing support, you need a clear strategy for valuation, timing, and tracking. Getting this right isn't just about following the rules—it's about creating a clear financial picture that helps you make smarter business decisions and stay compliant.

The biggest hurdles usually involve assigning a fair value to each component, knowing when to recognize the revenue for each, and adapting when contracts inevitably change. It also means keeping meticulous records to back up your decisions. While it sounds like a lot to handle, having a solid framework and the right tools makes all the difference. An automated system can help you apply accounting rules consistently, giving you more time to focus on strategy instead of getting stuck in the details. With the right approach, you can handle even the most intricate contracts with confidence.

Solve Valuation Challenges

One of the first challenges you'll face is figuring out how much each part of the deal is worth. When you sell a bundle for a single price, you need to allocate that price across the individual components. The guiding principle here is the "relative standalone price." In simple terms, you split the total contract price based on what each item would cost if you sold it separately. This requires you to have a clear understanding of the standalone selling price (SSP) for every product or service you offer. Getting this valuation right is the foundation for accurate revenue recognition down the line.

Handle Timing Considerations

Once you've allocated the price, the next step is to determine when to recognize the revenue for each element. This isn't a one-size-fits-all decision. Some costs are recorded immediately as an expense, while others are capitalized as an asset and recognized over time. The timing depends entirely on when you fulfill your performance obligation to the customer. For example, revenue from a software license might be recognized upfront, while a 12-month support package would be recognized monthly over the course of the year. Aligning revenue recognition with value delivery is a core principle of the ASC 606 framework.

Adapt to Contract Modifications

Business relationships evolve, and so do contracts. Customers might add new services, upgrade their subscriptions, or renew their terms. Each of these modifications requires a careful review. You need to determine if the change is a simple update to the existing contract or if it constitutes a new, separate agreement. This distinction is critical because it changes how you account for the revenue associated with the modification. Establishing a clear process for handling these changes ensures you can adapt quickly and apply the correct accounting treatment every time, keeping your financials accurate and up-to-date.

Track Performance Accurately

Solid documentation is your best friend when it comes to multi-element arrangements. You need to keep detailed records that justify how you valued and allocated the price for each component. The gold standard for this is having Vendor-Specific Objective Evidence (VSOE), which is essentially proof of what you've historically sold each element for on its own. This evidence is crucial for demonstrating compliance and passing audits. Maintaining an organized, accessible record of your contracts, performance obligations, and allocation methods will save you headaches and provide a clear audit trail for your accounting decisions.

Put It All Into Practice

Understanding the theory behind multi-element arrangements is one thing, but applying it correctly is where the real work begins. Moving from concept to execution requires a solid framework built on the right tools, processes, and people. When you’re managing complex contracts, relying on manual spreadsheets or outdated systems just won’t cut it—the risk of error is too high, and the time lost is too valuable. Instead, focus on creating a reliable system that supports accuracy and compliance from the start. By implementing a few key practices, you can streamline your revenue recognition process, reduce the burden on your finance team, and gain the clarity you need to make informed business decisions. These steps will help you build a foundation for handling even the most complicated contracts with confidence.

Use an Advanced Accounting System

Managing multi-element arrangements with spreadsheets is a recipe for compliance headaches and inaccurate reporting. An advanced accounting system is essential for handling the complexities of modern revenue recognition. The right software helps you save time and resources by automating tedious calculations, which in turn increases the accuracy of your financial reports. When it comes time for an audit, a good system provides the detailed notes and clear audit trails that investors and auditors need to see. Modern platforms are built to handle these specific challenges, offering features that support proper price allocation and revenue timing. They also often include seamless integrations with HubiFi and other tools in your tech stack, ensuring your data flows smoothly across your entire organization.

Find an Automated Solution

Automation is your best friend when it comes to ASC 606 and IFRS 15 compliance. An automated solution removes the manual allocation work that slows finance teams down and introduces the potential for human error. These systems are designed to identify performance obligations, allocate the total transaction price across them using the correct standalone selling price ratios, and recognize revenue precisely when each obligation is fulfilled. This not only ensures compliance but also gives you a real-time view of your financial performance. Instead of spending weeks closing the books, you can get it done in days. If you’re ready to see how automation can transform your process, you can schedule a demo with HubiFi to explore a tailored solution.

Establish Clear Documentation Standards

Clear and consistent documentation is non-negotiable for multi-element arrangements. You need to keep detailed records that show exactly how you valued each part of a contract. This is your proof of compliance during an audit. The gold standard for this is Vendor-Specific Objective Evidence (VSOE), which uses historical data to prove what your company has sold each component for on its own. Your documentation process should be standardized across the team, ensuring that every contract is treated with the same level of detail. This creates a reliable, auditable trail that supports your revenue recognition decisions and provides valuable insights in the HubiFi blog for future reference and strategy.

Train Your Team for Success

The most sophisticated software in the world won't help if your team doesn't know how to use it properly. Your accountants and financial professionals are on the front lines, and they need to be equipped with the right knowledge. Proper training ensures everyone understands how to identify separate performance obligations, determine standalone selling prices, and apply the correct allocation methods consistently. Accounting for these arrangements requires careful analysis, and a well-trained team is far less likely to make costly mistakes. Investing in your team’s education is an investment in your company’s financial integrity and long-term success. The expertise of the team at HubiFi can also serve as a valuable resource for guidance and best practices.

How to Overcome Common Challenges

Handling multi-element arrangements can feel like a puzzle, but with the right approach, you can solve it efficiently. The most common hurdles businesses face are allocating prices correctly, connecting disparate systems, and maintaining compliance over time. By tackling these issues head-on, you not only ensure your books are accurate but also gain the clarity needed to make smarter business decisions. Let’s walk through how to clear these common obstacles so you can focus on what you do best—growing your business.

Fix Price Allocation Issues

One of the trickiest parts of multi-element arrangements is figuring out how much of the total contract price to assign to each separate deliverable. The guiding principle is to allocate the price based on each item's relative standalone selling price—what you would charge for it on its own. The challenge is that these standalone prices aren't always obvious. To fix this, you need a consistent method for determining them, whether you use market data, an adjusted cost-plus-margin approach, or a residual approach. Documenting this methodology is crucial for consistency and for backing up your numbers during an audit. An automated system can apply your rules consistently, removing guesswork and ensuring every contract is handled the same way.

Integrate Your Systems Seamlessly

Your contract data might live in a CRM, your billing information in another platform, and your financial records in an accounting system. When these tools don't talk to each other, you're left with manual data entry, a high risk of errors, and an incomplete picture of your revenue. The solution is to create a single source of truth. By using a platform that offers seamless integrations with your existing software stack, you can automate the flow of data. This ensures that when a deal is closed in your CRM, the revenue recognition schedule is automatically and accurately created in your financial system, saving you time and preventing costly mistakes.

Monitor for Ongoing Compliance

Compliance isn't a one-time task; it's a continuous process. Contracts get modified, services are delivered over time, and accounting standards can evolve. You need to ensure your records always provide enough evidence to support how you recognize revenue. This means having a system that not only sets up the initial revenue schedule but also tracks performance and provides a clear audit trail for every transaction. Automated solutions are designed to manage this, flagging changes and maintaining detailed logs. This constant monitoring helps you stay prepared for audits and gives you confidence that your financials are always up-to-date and compliant with standards like ASC 606.

Define Your Key Performance Metrics

Once your revenue data is accurate and automated, you can finally trust it to inform your strategy. The goal isn't just to be compliant—it's to understand your business on a deeper level. With reliable data, you can track key performance metrics like Annual Recurring Revenue (ARR), customer lifetime value, and churn rates with confidence. This information is vital for forecasting, budgeting, and making informed strategic decisions. Using software that automates revenue recognition frees up your team from manual work and gives them the clean, accessible data they need to focus on growth. This enhanced data visibility turns your accounting function from a cost center into a strategic asset.

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Frequently Asked Questions

Why can't I just recognize all the revenue when a customer signs a contract and pays me? It’s a great question because it gets to the heart of modern accounting. The guiding principle is that you should only record revenue as you earn it, which means as you deliver the promised goods or services. If a customer pays you upfront for a software license and a year of support, you've only delivered the license at that moment. The support is a promise you'll fulfill over the next 12 months. Recognizing all the money at once would overstate your performance in the current period and understate it in the future, giving you a distorted view of your company's financial health.

What if I never sell an item by itself? How do I figure out its standalone selling price? This is a common scenario, and you have a few options. The goal is to come up with a reasonable estimate. You can look at what competitors charge for similar items or use a "cost-plus-margin" approach, where you calculate your cost to deliver the item and add a standard profit margin. The key is to choose a method, apply it consistently across all similar contracts, and document your reasoning. This shows auditors that you have a logical and fair process for valuing each part of your bundled offerings.

Is it really necessary to use special software for this, or can I just use spreadsheets? While you technically can use spreadsheets, especially if you only have a few simple contracts, it becomes risky and time-consuming as your business grows. Spreadsheets are prone to human error, lack a clear audit trail, and require constant manual updates for every contract modification. An automated system is built to handle these complexities. It applies allocation rules consistently, tracks revenue schedules automatically, and creates the documentation you need to stay compliant, freeing up your team to focus on analysis rather than data entry.

What happens if a customer changes their contract after we've already started recognizing revenue? Contract modifications are a normal part of business, and your accounting needs to adapt. When a contract changes—say, a customer adds more services or extends a subscription—you have to reassess the agreement. You'll need to review the changes to determine if they create new performance obligations or alter existing ones. From there, you'll adjust the transaction price and reallocate it as needed, updating your revenue recognition schedule to reflect the new terms of the deal.

Besides staying compliant, what's the real business benefit of getting this right? Think of it less as a compliance chore and more as a tool for business intelligence. When you properly allocate revenue to each component of a deal, you gain incredible clarity into what parts of your business are most profitable. You can see which services are driving the most value and which bundles are performing best. This detailed insight allows you to make smarter decisions about pricing, product development, and sales strategy, turning your accounting function into a powerful driver for growth.

Jason Berwanger

Former Root, EVP of Finance/Data at multiple FinTech startups

Jason Kyle Berwanger: An accomplished two-time entrepreneur, polyglot in finance, data & tech with 15 years of expertise. Builder, practitioner, leader—pioneering multiple ERP implementations and data solutions. Catalyst behind a 6% gross margin improvement with a sub-90-day IPO at Root insurance, powered by his vision & platform. Having held virtually every role from accountant to finance systems to finance exec, he brings a rare and noteworthy perspective in rethinking the finance tooling landscape.