Revenue Backlog Definition: The Ultimate Guide

September 7, 2025
Jason Berwanger
Finance

Get a clear revenue backlog definition and learn how this metric helps you forecast future earnings, manage contracts, and strengthen your business strategy.

Revenue backlog chart showing upward trend.

If you’ve ever wished for a crystal ball to predict your company’s financial future, you’re not alone. While no magic exists, revenue backlog is the closest you can get to a reliable forecast. A clear revenue backlog definition is the total value of all your signed customer contracts for services or products you have yet to deliver. It’s the committed income you can count on, even though it hasn’t hit your bank account yet. This forward-looking metric provides a much clearer picture of your company's stability than just looking at past performance. This guide will walk you through how to calculate, manage, and use your backlog to make smarter decisions about hiring, spending, and overall business strategy.

HubiFi CTA Button

Key Takeaways

  • Distinguish backlog from other financial metrics: Your revenue backlog is the value of signed contracts for future work, making it a firm forecast of committed income. It’s different from your sales pipeline (potential deals) and deferred revenue (cash already collected for work you still owe).
  • Use your backlog as a roadmap for strategic decisions: This forward-looking metric provides a reliable picture of your company's financial health. Use it to confidently plan for hiring, manage resources, and set realistic growth targets based on secured revenue.
  • Automate your tracking for accuracy and compliance: Manual spreadsheets are inefficient and lead to errors. An integrated system that connects your CRM and accounting software ensures your backlog data is always current, accurate, and aligned with revenue recognition standards like ASC 606.

What is Revenue Backlog?

Ever wish you had a crystal ball for your company’s finances? Revenue backlog is the closest thing you’ll get. Simply put, it’s the total value of contracted revenue from signed deals and active subscriptions that you have yet to deliver or bill. Think of it as a reliable forecast of the money your company is committed to receive over time for future work. It’s the income you can count on, even though it hasn’t hit your bank account or your official financial statements yet.

For any business with long-term contracts or subscriptions, understanding your revenue backlog is essential. It provides a much clearer picture of your company's financial health and stability than just looking at past performance. While your balance sheet shows what has already happened, your backlog shows what’s coming down the pike. This forward-looking view helps you make smarter decisions about hiring, spending, and overall business strategy. Keeping a close eye on this metric is one of the best ways to understand your company’s growth trajectory and financial momentum. You can find more on key financial metrics on our blog.

What Makes Up Your Revenue Backlog?

So, what exactly goes into your revenue backlog? It’s all about the money tied to contracts you’ve already signed but haven’t yet fulfilled. To figure out your backlog, you take the total value of all your confirmed customer contracts and then subtract any revenue you've already officially recognized from those contracts. What’s left is your revenue backlog. It represents the future earnings you’re contractually owed for the services or products you still need to provide. This makes it a powerful indicator of your company's future performance and workload.

Clearing Up Common Backlog Myths

One of the most common points of confusion is the difference between revenue backlog and deferred revenue. They are not the same thing. Deferred revenue is money you’ve already collected from customers for services you haven't delivered yet. Because you owe that service, it’s recorded on your balance sheet as a liability. Revenue backlog, on the other hand, is unbilled and unearned. It’s not recorded on your main financial statements at all. As you deliver your services and earn that revenue, your backlog shrinks.

How Backlog Differs from Your Sales Pipeline

It’s also important not to mix up your revenue backlog with your sales pipeline. Your sales pipeline is full of potential opportunities—leads you’re nurturing and deals you hope to close. It’s a forecast of what you might earn. Your revenue backlog is much more concrete. It consists only of signed contracts and committed deals. This is money you will earn as long as you fulfill your obligations. Having seamless integrations between your CRM and financial systems is key to tracking when a deal moves from the pipeline to the backlog.

How to Calculate Revenue Backlog

Calculating your revenue backlog doesn't have to be a complicated puzzle. At its core, it’s a straightforward process that gives you a powerful snapshot of your company's future earnings. By understanding the moving parts of this calculation, you can get a much clearer picture of your financial health and make smarter decisions for your business. Think of it less as a chore and more as a strategic tool in your financial toolkit. It helps you answer a critical question: "Based on the contracts we've already signed, how much revenue can we expect to earn in the coming months or years?" Let's walk through exactly how to do it, step by step.

The Simple Formula for Revenue Backlog

The easiest way to start is with the basic formula. It’s a simple subtraction that tells you how much revenue is still on the table from your existing contracts.

The formula is: Revenue Backlog = Total Contracted Value (TCV) – Revenue Recognized to Date

Let’s break that down. Total Contracted Value (TCV) is the full value of all your signed customer contracts. Revenue Recognized to Date is the portion of that TCV that you’ve already earned and recorded in your books according to revenue recognition principles. What’s left over is your revenue backlog—the work you’re committed to delivering and the money you expect to earn from it in the future.

Key Metrics You'll Need

To use the formula accurately, you need to pull the right numbers. This means having a solid handle on two key metrics. First, you need the total value of all your confirmed customer contracts. This isn’t your sales pipeline or potential deals; it’s the firm, signed-on-the-dotted-line commitments you have from customers. Second, you need the exact amount of revenue you’ve already recognized from those specific contracts. This requires clean, up-to-date financial data. Having seamless integrations with HubiFi between your CRM and accounting software makes gathering this information much simpler, ensuring your data is consistent and reliable across platforms.

How Customer Churn Affects Your Backlog

Customer churn, or when a customer cancels their contract, has a direct impact on your revenue backlog. When a contract is terminated, any unearned revenue from that agreement is immediately removed from your backlog. This is why tracking churn is so important for forecasting. A high churn rate can quickly erode your future revenue stream. On the flip side, a consistently growing backlog can sometimes signal a different problem: if you're signing new business faster than you can deliver the work, it could lead to delays and unhappy customers who eventually churn. It’s a balancing act between acquiring new business and fulfilling your existing commitments.

Tips for an Accurate Calculation

An accurate backlog calculation depends on good habits and the right tools. First, make it a routine. Review your backlog data regularly—at least monthly or quarterly—to identify trends and catch potential issues before they become major problems. This consistency helps you understand the rhythm of your business. Second, lean on automation. Manually pulling data from different systems is time-consuming and leaves room for error. Using an automated revenue recognition solution ensures your calculations are consistent and your data is always current. If you’re ready to see how automation can streamline this process, you can schedule a demo with HubiFi to explore the possibilities.

Revenue Backlog vs. Deferred Revenue: What's the Difference?

It’s easy to get revenue backlog and deferred revenue mixed up, but they tell two very different stories about your business's health. Think of it this way: your revenue backlog is like a list of confirmed future projects, while deferred revenue is the pile of deposits you’ve collected for those projects. Both are important, but they measure different things at different points in your revenue cycle.

Understanding the distinction is the first step to getting a truly clear picture of your financial standing. One looks forward to the revenue you expect to earn, and the other accounts for cash you’ve already received for work you have yet to do. Let's break down exactly what sets them apart and why you need to pay attention to both.

The Core Differences You Need to Know

The main difference comes down to two things: signed contracts and cash in the bank. Revenue backlog is the total amount of money you expect to earn from contracts that have been signed, but for which you haven't fully delivered the services or products. It’s a projection of future revenue that is contractually obligated, even if no money has changed hands yet.

On the other hand, deferred revenue is money you’ve already received from a customer for services or products you still need to deliver. Because you haven't earned it yet, you can't recognize it as revenue. It’s cash you’re holding onto, but it technically belongs to your customer until you fulfill your end of the deal.

How Each Metric Impacts Your Financials

When you look at your financial statements, you'll find these two metrics in different places—or not at all. Deferred revenue is listed as a current liability on your company's balance sheet. It’s essentially a debt you owe to your customers in the form of future work. Properly tracking this is a key part of staying compliant with standards like ASC 606.

Revenue backlog, however, usually doesn't appear on your main financial statements. It's considered a non-GAAP metric, but it’s incredibly valuable for internal planning. Your backlog helps you get a better understanding of your company’s financial health beyond what’s on the balance sheet. It provides a clear view of your pipeline and the predictable revenue you can expect in the coming months or years.

What This Means for Your Cash Flow

Cash flow is the lifeblood of any business, and these two metrics give you different insights into it. Deferred revenue is a positive indicator for your current cash position—it means you have cash on hand to operate your business. However, it also comes with an obligation to perform, which will require resources and will eventually turn into recognized revenue as you deliver your service.

Revenue backlog gives you a more complete idea of your company's long-term financial situation. It represents the future cash you can expect to collect as you complete work and issue invoices. While it doesn't impact your cash on hand today, it’s one of the best predictors of your future financial stability and growth potential, making it essential for accurate forecasting.

When to Focus on Backlog vs. Deferred Revenue

So, which one should you watch more closely? The honest answer is both. They work together to give you a full financial picture. If your backlog keeps getting bigger, it’s a great sign that you're acquiring new business. But if it grows much faster than your recognized revenue, it could mean you’re struggling to keep up with service delivery.

Tracking both metrics allows you to balance sales momentum with operational capacity. A healthy deferred revenue balance shows you have working capital, while a steady backlog shows that your business is sustainable. Having a system that can accurately track both is essential for making smart, strategic decisions. If you're struggling to manage this data, it might be time to schedule a demo to see how automation can help.

Using Revenue Backlog to Forecast Your Financial Future

Your revenue backlog is more than just a number; it’s a powerful tool for looking ahead. It gives you a concrete, forward-looking view of your company’s financial health based on existing customer contracts. This visibility is essential for moving from guessing to strategic planning, turning uncertainty into a clear roadmap for growth.

Predict Future Growth with Confidence

Think of your backlog as a reliable preview of future income. It helps you see the total value of your current customer contracts, allowing you to predict revenue streams months or even years in advance. This forecast is based on binding agreements, not just wishful thinking. With this clarity, you can confidently set growth targets, plan your budget, and manage resources, providing a stable foundation for scaling your business.

Inform Your Strategic Plan

A clear backlog is crucial for making sound strategic decisions. Leaders can use this information to decide whether to ramp up customer acquisition or if they have enough contracted business to meet their goals. A healthy backlog might signal it’s time to invest in product development, while a shrinking one is an early warning to double down on sales. This data-driven approach ensures your strategic plan is grounded in reality.

Identify and Manage Financial Risks

Your backlog can also act as an early warning system. Keeping it updated with new contracts and cancellations is essential, as outdated information can lead to poor decisions and cash flow issues. An accurate backlog helps you spot concentration risk or identify gaps in future revenue. With automated revenue recognition, you can ensure your data is always current, allowing you to address risks before they become major problems.

Guide Your Investment Decisions

For companies seeking funding, a strong revenue backlog is a valuable asset. Investors love to see it because it demonstrates financial stability and reliable future income. It’s tangible proof of a solid customer base and predictable revenue, which reduces perceived risk. Presenting a well-managed backlog shows you have a firm grasp of your financial operations and a clear path to profitability, making your company significantly more attractive to investors.

How to Manage Your Revenue Backlog Effectively

Once you have a handle on what your revenue backlog is and how to calculate it, the next step is managing it. This isn't just about keeping a running tally; it's about creating a reliable system that turns your backlog from a simple number into a powerful strategic tool. Effective management means you can trust your data to make smart decisions about hiring, spending, and growth. It might sound like a heavy lift, especially if you're dealing with a high volume of contracts or subscriptions, but with the right approach and tools, you can build a process that is both accurate and efficient. The key is to move beyond manual tracking and embrace systems that provide clarity and control over your financial future. For more on financial operations, you can find helpful articles on the HubiFi blog.

Choose the Right Tracking System

If you’re still using spreadsheets to track your revenue backlog, you’re likely feeling the pain. As your business grows, especially with a subscription model, manual tracking becomes incredibly complex and prone to errors. A dedicated system is essential. Look for a solution that automates calculations and analysis, pulling data directly from your CRM and billing platforms. The right tool should offer seamless integrations with your existing tech stack to ensure all your data is in one place. This creates a single source of truth, eliminating the guesswork and the hours spent reconciling numbers across different departments. Your goal is a system that provides a clear, real-time view of your backlog without requiring a heroic effort from your finance team each month.

Align with Revenue Recognition Rules

Managing your backlog goes hand-in-hand with financial compliance, particularly with standards like ASC 606. In simple terms, ASC 606 dictates when you can officially count revenue. A core part of this standard involves disclosing your "unfulfilled performance obligations"—which is exactly what your revenue backlog represents. It’s the value of the products or services you still owe your customers. By accurately tracking your backlog, you’re not just preparing for forecasting; you’re also laying the groundwork for compliant financial reporting. This alignment ensures that your internal metrics match up with what auditors expect to see, giving you confidence in your financial statements and your company’s health.

Use Automation to Simplify Management

Manual data entry is the enemy of accuracy and efficiency. Every time a team member copies and pastes a number, there’s a risk of error. Automation removes that risk. Implementing an automated revenue recognition platform ensures your backlog calculations are consistent and always up-to-date. When a new contract is signed or an existing one is modified, the system should automatically adjust the backlog without any manual intervention. This frees up your team from tedious data management so they can focus on what really matters: analyzing the numbers and providing strategic insights. Automation turns your backlog into a dynamic, reliable resource for decision-making.

Stay Ahead of Compliance Requirements

Compliance isn't a one-time setup; it's an ongoing process. Your business is constantly evolving—new contracts are signed, customers upgrade or downgrade, and services change. Each of these events impacts your revenue backlog and, by extension, your compliance obligations. Keeping your backlog updated in real time is crucial for accurate financial planning and reporting. If your data is stale, your strategic decisions will be based on an outdated picture of your business. A robust system helps you stay ahead of these changes, ensuring your financial reports are always accurate and audit-ready. If you’re feeling unsure about your current process, you can always schedule a demo to see how a dedicated solution can help.

How Revenue Backlog Looks Across Different Business Models

Revenue backlog isn’t a one-size-fits-all metric. While the basic definition—committed but unearned revenue—stays the same, its meaning and importance can shift quite a bit depending on how your business operates. For a software company selling annual subscriptions, backlog tells a very different story than it does for a construction firm with multi-year projects. It’s a dynamic figure that reflects the unique rhythm of your revenue cycle.

Understanding what backlog represents for your specific business model is the first step toward using it effectively. It helps you see beyond your current balance sheet to get a clearer picture of your company’s financial stability and future growth potential. When you know what your backlog is telling you, you can make more informed decisions about everything from hiring and resource allocation to sales strategy and investor communications. Let’s break down what revenue backlog looks like for some of the most common business structures.

For Subscription-Based Businesses

If you run a subscription-based business, especially in the SaaS world, revenue backlog is one of your most important financial indicators. It represents the total value of all your active subscription contracts for services you still need to deliver. Think of it as the sum of all future payments your customers have already committed to. Because subscriptions naturally create a stream of future revenue, your backlog gives you a solid, data-backed glimpse into your company’s financial health for the months and years ahead.

However, tracking this can get complicated fast, especially as you add more customers, tiers, and billing cycles. Accurately managing this metric is crucial for forecasting, and it’s where automated revenue recognition becomes essential for maintaining clarity and compliance.

For Project-Based Companies

For companies that operate on a project-by-project basis—like consulting firms, creative agencies, or construction companies—revenue backlog is the total value of all signed contracts for work that hasn’t been completed yet. It’s your pipeline of secured business. This number is incredibly useful for resource planning. A healthy backlog tells you that you have enough work to keep your team busy and can guide decisions about when to hire new staff or invest in equipment.

Unlike a subscription backlog that often renews, a project-based backlog is constantly being worked through and replenished with new contracts. It’s a direct measure of your sales team’s success and your company’s immediate workload.

For Contract-Based Revenue

This category is a bit broader and can include businesses with long-term service agreements or large manufacturing orders. Here, the revenue backlog is the total amount of money you expect to earn from signed contracts where the product or service will be delivered over an extended period. For example, if you sign a three-year enterprise software license or a deal to manufacture 10,000 units over 18 months, the total value of that contract enters your backlog.

This type of backlog demonstrates long-term stability and provides a clear view of your financial commitments. It’s a powerful metric for communicating your company’s health to investors and stakeholders, as it shows a predictable revenue stream that is already secured.

How Backlog Varies by Industry

While the core idea of backlog is consistent, its practical application changes from one industry to the next. For a SaaS company, a growing backlog signals strong customer retention and successful sales of long-term contracts. For a manufacturing firm, it might indicate high demand and a need to scale production. In every case, backlog offers a forward-looking perspective that you can’t get from your income statement alone.

No matter your industry, the key is to track this metric accurately and consistently. Doing so provides the financial visibility needed to make smart, strategic decisions. You can find more articles on financial metrics and management on the HubiFi blog.

Best Practices for Managing Your Revenue Backlog

Treating your revenue backlog as just another number on a spreadsheet is a missed opportunity. When managed thoughtfully, it becomes a powerful tool that gives you a clear view of your company's financial health and future performance. It’s not about simply tracking what you’re owed; it’s about using that information to make smarter, more strategic decisions across your entire business. Putting solid practices in place helps you move from reactive problem-solving to proactive planning. By adopting a few key habits, you can ensure your backlog data is reliable, insightful, and a true asset for growth. Let’s walk through four essential practices that will help you get the most out of your revenue backlog.

Analyze and Review Your Backlog Regularly

Setting aside time to consistently review your backlog is one of the most effective things you can do. Think of it as a regular health check for your future revenue. A monthly or quarterly review allows you to spot trends, identify potential risks before they become major issues, and uncover new opportunities. Are certain types of contracts consistently growing? Are there delays in service delivery that could impact recognition? Looking at this data helps you answer these questions and refine your financial forecasts. You can find more helpful articles on financial reporting in our Insights blog. This proactive approach turns your backlog from a static list into a dynamic guide for your business strategy.

Ensure Your Data is Always Accurate

Your revenue backlog is only as useful as the data it contains. If your information is outdated or incorrect, any forecast or decision based on it will be flawed. It’s crucial to have a process for updating your backlog in real-time as new contracts are signed, projects are completed, or amendments are made. Manual tracking can easily lead to errors and inconsistencies, creating a ripple effect of problems, from misallocated resources to compliance headaches. Accurate data is the foundation of reliable financial planning. By prioritizing data integrity, you ensure that your leadership team is working with a true picture of your company’s committed revenue, which is essential for sound decision-making.

Integrate Your Tech Stack

Manually pulling data from your CRM, accounting software, and other platforms to update your backlog is inefficient and prone to human error. The best way to maintain accuracy and save your team countless hours is to integrate your systems. When your tech stack is connected, data flows automatically, creating a single source of truth for your revenue backlog. This means your backlog is always current without manual intervention. Systems that offer seamless integrations with your existing tools can automate calculations and reporting, giving you a real-time view of your financial position. This frees up your team to focus on analysis and strategy instead of tedious data entry.

Keep Your Teams Aligned

Your revenue backlog isn’t just a metric for the finance department—it has implications for your entire organization. For your backlog to be a truly strategic tool, everyone needs to be on the same page. Your sales team’s compensation plans might be tied to it, your operations team needs to plan for service delivery, and your marketing team can use it to inform campaigns. When all departments understand the backlog and their impact on it, you create powerful alignment. Sharing regular backlog reports and using centralized dashboards ensures that sales, marketing, and operations are all working from the same data, which helps everyone plan more effectively and work toward common goals.

How to Report and Analyze Your Revenue Backlog

Once you have a handle on calculating your revenue backlog, the next step is to put that number to work. Reporting and analyzing your backlog isn't just about crunching numbers; it's about turning data into a clear story that guides your business strategy. A well-managed backlog provides a forward-looking view of your company's financial health, helping you make smarter decisions, communicate with confidence, and stay on the right side of compliance.

The key is to move beyond a static number on a spreadsheet. Your backlog is a dynamic indicator that should be integrated into your regular financial analysis. By tracking trends and understanding what drives changes in your backlog, you can get a much clearer picture of future revenue streams. This allows you to plan for growth, manage resources effectively, and give stakeholders a realistic forecast of what’s to come. Let’s walk through how to make your revenue backlog one of the most powerful tools in your financial toolkit.

The Essential Metrics You Should Be Tracking

At its core, tracking your revenue backlog is straightforward. The main calculation is taking the total value of all your confirmed customer contracts and subtracting any revenue you’ve already recognized from those deals. This gives you a clear snapshot of the work you’re committed to but haven't yet delivered or billed for. Think of it as the guaranteed income waiting in the wings.

To get this right, you need accurate data on total contract value and recognized revenue for every single customer. Manually pulling this from different systems can be a headache, which is why having a central system that offers real-time analytics is so helpful. It ensures your backlog calculation is always up-to-date, giving you a reliable metric to base decisions on without spending hours reconciling spreadsheets.

Communicate Effectively with Stakeholders

Your revenue backlog is a powerful communication tool. For internal leaders, it provides a clear view of your company's financial trajectory, helping them make informed choices about hiring, spending, and strategic planning. When you can show a healthy, growing backlog, it signals that the business is on track to meet its goals. It helps answer critical questions like, "Do we have enough future revenue to support a new product line?" or "Should we focus more on customer acquisition this quarter?"

This metric is also incredibly valuable when talking to external stakeholders like investors. A strong revenue backlog demonstrates financial stability and predictable future income, which is exactly what investors want to see. It shows that your company isn't just surviving on this month's sales but has a solid foundation of contracted revenue to build on.

Meet Regulatory and Compliance Standards

Reporting your revenue backlog correctly is also a matter of compliance. Accounting standards like ASC 606 have specific rules about when you can officially "recognize" revenue. In simple terms, you can only count the money as revenue once you've fulfilled your end of the bargain, whether that's delivering a product or performing a service. Your backlog represents the value of these obligations before they are met.

Keeping your backlog and revenue recognition processes aligned is crucial for passing audits and maintaining accurate financial statements. Mismanaging this can lead to compliance issues and misrepresentations of your company's financial health. This is where automated systems become essential, as they help ensure your revenue is recognized at the right time, every time, keeping your backlog accurate and your books clean.

Use Backlog as a Key Performance Indicator (KPI)

While traditional revenue metrics tell you what has already happened, your revenue backlog offers a valuable glimpse into the future. Treating it as a key performance indicator (KPI) gives you a forward-looking measure of your company's health. A growing backlog suggests strong sales performance and future growth, while a shrinking one could be an early warning sign that you need to ramp up your sales or customer retention efforts.

By tracking your backlog over time, you can identify trends and make proactive adjustments to your strategy. For example, you can analyze the backlog by product line, customer segment, or contract length to see where your strengths are. This data-driven approach helps you focus your resources where they’ll have the biggest impact, turning your backlog from a simple accounting figure into a strategic asset for growth.

Related Articles

HubiFi CTA Button

Frequently Asked Questions

Is a larger revenue backlog always a good thing? While a growing backlog is usually a great sign of strong sales and future financial health, it's not always that simple. If your backlog is expanding much faster than you're able to deliver services and recognize revenue, it could be a red flag. This might indicate that your operations can't keep up with your sales, potentially leading to project delays and unhappy customers. The goal is to find a healthy balance where you're consistently closing new business while also efficiently delivering on your existing commitments.

Why can't I just use a spreadsheet to manage my backlog? Many businesses start out using spreadsheets, and that's perfectly fine for a while. However, as your company grows and you manage more contracts, spreadsheets quickly become a liability. They are prone to human error from manual data entry, are difficult to keep updated in real time, and don't easily integrate with your other financial systems. This can lead to inaccurate forecasts and poor strategic decisions. An automated system provides a reliable, single source of truth that saves time and gives you confidence in your numbers.

How is revenue backlog different from the deals in my sales pipeline? Think of it this way: your sales pipeline is full of possibilities, while your revenue backlog is full of promises. Your pipeline includes all the potential deals you're working on—the leads you're nurturing and the proposals you've sent out. It’s a forecast of what you might earn. Your revenue backlog, on the other hand, only includes revenue from contracts that have already been signed. It’s a forecast based on firm commitments you have from customers.

Where does revenue backlog appear on my company's financial statements? You won't find your revenue backlog on your main financial statements like the balance sheet or income statement. It's considered a non-GAAP metric, meaning it's not part of standard accounting principles, but it's incredibly valuable for internal planning and forecasting. This is a key difference from deferred revenue, which is money you've already collected for future work and is recorded as a liability on your balance sheet.

How often should I be calculating and reviewing my backlog? To get the most value from this metric, you should make it a regular part of your financial routine. Reviewing your backlog on a monthly or at least quarterly basis is a great practice. This consistent rhythm helps you spot important trends, understand your business's momentum, and make proactive decisions about hiring, spending, and sales strategy. Looking at it regularly turns it from a static number into a dynamic tool for guiding your business.

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.