What Is a Finance Data Platform & Do You Need One?

December 16, 2025
Jason Berwanger
Finance

Get a clear, practical overview of what a finance data platform is, key features to look for, and how it can simplify your business’s financial operations.

A finance data platform dashboard on a laptop displaying key financial metrics and graphs.

Your finance team should be a strategic partner in your business, not just a group of number-crunchers. Too often, however, their time is consumed by tedious, repetitive tasks like manual data entry and reconciliation. They’re so busy figuring out what happened that they have no time to analyze why it happened. A finance data platform changes this dynamic by automating the grunt work. It frees up your skilled professionals to focus on higher-value activities like forecasting, analysis, and strategic planning. In this article, we’ll explore how the right platform can empower your team and transform your finance function from a cost center into a growth driver.

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Key Takeaways

  • Centralize your data to eliminate guesswork: A finance data platform connects all your scattered financial systems—like your CRM and payment processor—to create a single, reliable source of truth. This stops the manual data chasing and ensures your decisions are based on complete, accurate information.
  • Prioritize features that solve your biggest problems: Look for capabilities that directly address your pain points, such as automated revenue recognition for compliance, real-time reporting for faster insights, and seamless integrations to connect the tools you already use. The goal is automation, not just data storage.
  • Select a partner, not just a product: The right platform should fit your current business size and be able to scale with you. Evaluate its ease of use, security protocols, and integration capabilities to ensure it supports your team and your long-term growth.

What Is a Finance Data Platform?

Think of a finance data platform as the central command center for all your company's financial information. In most businesses, financial data is scattered everywhere—in your CRM, your payment processor, your accounting software, and maybe even a few spreadsheets. A finance data platform brings all of that disconnected information together into one organized, reliable place. Instead of chasing down numbers from different departments, you get a clear, complete view of your financial health, which makes everything from daily bookkeeping to strategic planning much simpler.

Its Core Purpose and Function

The main job of a finance data platform is to create a single source of truth for your financial data. It streamlines your financial operations by pulling information from all your different systems and unifying it. This gives you a holistic view of your business's performance, so you can stop making decisions based on incomplete or outdated information. With everything in one place, you can trust that the numbers you're looking at are accurate and up-to-date. This foundation of reliable data helps you close your books faster, prepare for audits with confidence, and get the clear insights you need to grow your business effectively.

A Quick Look at How It Works

So, how does it actually pull this off? A finance data platform connects to your existing business systems—like Salesforce, Stripe, and QuickBooks—through a series of integrations. It automatically gathers data from these sources and centralizes it in a single, secure database. During this process, the platform cleans, standardizes, and organizes the information so it’s consistent and ready for analysis. This eliminates the tedious, error-prone manual work of exporting and combining spreadsheets. Your finance team gets direct access to the data they need, allowing them to generate reports and analyze trends without waiting on IT or data specialists. You can explore the types of system integrations that make this possible.

What Features Should You Look For?

When you start comparing finance data platforms, the sheer number of features can feel overwhelming. While every business has unique needs, a few core capabilities are non-negotiable for any platform worth its salt. Focusing on these key areas will help you cut through the noise and find a solution that truly supports your financial operations and growth.

Seamless Data Integration

Your financial data doesn’t live in a vacuum. It’s spread across your CRM, payment processor, accounting software, and more. A great finance data platform brings all this information together. It gathers data from different systems and puts it all in one place, giving you a complete picture of your company’s financial health. Look for a platform with robust, pre-built integrations to your existing tools. This eliminates the need for manual data entry, reduces errors, and ensures your financial reporting is always based on a single source of truth. Without this, you’re just looking at pieces of the puzzle.

Real-Time Analytics and Reporting

The days of waiting for month-end reports to understand your performance are over. Modern finance platforms provide real-time analytics, giving you an up-to-the-minute view of your key metrics. Getting instant access to your financial numbers helps you make quick decisions and react to market changes as they happen. You can spot a sales trend, identify a sudden increase in churn, or monitor cash flow without delay. This immediacy transforms reporting from a backward-looking exercise into a strategic tool that helps you guide the business day by day. Look for platforms that offer live dashboards and instant report generation.

Automated Revenue Recognition and Compliance

For businesses with high transaction volumes, subscriptions, or complex contracts, revenue recognition is a major headache. Manually applying rules like ASC 606 and IFRS 15 is time-consuming and prone to error. This is where a specialized platform shines. HubiFi, for example, excels at Automated Revenue Recognition, ensuring your revenue is recorded accurately and in compliance with accounting standards. This feature is critical for passing audits, securing funding, and maintaining investor confidence. It automates complex calculations and journal entries, freeing up your finance team to focus on strategy instead of spreadsheets. It’s a must-have for any growing business.

AI-Powered Fraud Detection

As your business grows, so does the risk of fraud. Modern finance platforms are using artificial intelligence to provide an extra layer of security. Smart technologies like AI and machine learning can analyze thousands of transactions in seconds to find hidden insights and spot anomalies. The system learns your normal business patterns and flags suspicious activities that a human might miss, such as unusual transaction amounts or patterns of refunds. This proactive approach helps you detect and prevent fraud before it causes significant financial damage. It’s a powerful feature that protects your revenue and your reputation.

Customizable Dashboards

Your CEO, CFO, and sales manager all care about financial data, but they don’t need to see the same things. A rigid, one-size-fits-all dashboard is rarely useful. The best platforms allow you to create customizable dashboards and reports tailored to different roles and goals. This means your executive team can see a high-level overview of profitability, while your operations team can drill down into specific transactional data. The ability to personalize what you see makes the data more relevant and actionable for everyone on your team. If you want to see how this works, you can often schedule a demo to explore the platform’s user interface.

What Can a Finance Data Platform Do for You?

So, you know what a finance data platform is and what features to look for. But what does it actually do for your business? It’s one thing to talk about real-time analytics and seamless integrations, but it’s another to see how those features translate into real-world benefits. A solid platform moves you beyond simply managing numbers and helps you use your financial data as a strategic asset. Let’s look at the practical, day-to-day impact a finance data platform can have on your operations, your decisions, and your bottom line.

Improve Financial Accuracy and Compliance

Let’s be honest: manual data entry is a recipe for human error. A single misplaced decimal or an outdated spreadsheet formula can throw off your entire financial picture, leading to stressful audits and costly mistakes. A finance data platform tackles this head-on by automating data collection and validation from all your sources. This ensures your numbers are consistently accurate and reliable. More importantly, it helps you stay compliant with complex regulatory standards like ASC 606. Instead of spending weeks manually reconciling revenue, the platform does the heavy lifting, giving you a clear, auditable trail and peace of mind. You can find more insights on financial compliance and data management on our blog.

Streamline Day-to-Day Financial Operations

If your finance team feels like they’re constantly chasing down data and wrestling with spreadsheets, they’re not alone. So much time is lost just trying to get a clear view of the company’s financial health. A finance data platform brings all your data into one place, providing a single source of truth in real time. This means no more waiting for month-end reports to understand your cash flow or performance. Daily operations become smoother, from faster invoicing to quicker financial closes. By connecting all your tools, you can create efficient workflows that give your team the time they need to focus on analysis and strategy, not just data entry.

Make Smarter, Data-Backed Decisions

Great business decisions aren’t based on gut feelings alone; they’re built on a foundation of solid data. When your financial information is scattered across different systems, it’s nearly impossible to see the big picture. A finance data platform unifies your data, allowing you to analyze complex trends and uncover hidden opportunities. You can easily see which products are most profitable, which marketing campaigns have the best ROI, or which customer segments are driving growth. This clarity empowers you to make confident, strategic moves that steer your business in the right direction. Seeing how your data can be transformed into actionable insights is often the first step, and you can schedule a demo to see it for yourself.

Save Time and Reduce Costs

Time is money, and manual financial processes are incredibly time-consuming. Think of the hours your team spends on repetitive tasks like data entry, report generation, and reconciliation. A finance data platform automates these workflows, freeing up your team to work on higher-value initiatives. This automation not only reduces the risk of expensive errors but also lowers your operational costs. By handling the tedious work, the platform allows your finance professionals to become strategic partners in the business. It’s an investment that pays for itself by creating a more efficient, productive, and forward-thinking finance function.

Top Finance Data Platforms to Consider

Once you start looking, you'll find a wide range of finance data platforms, each with its own strengths. The right choice really comes down to what your business needs to accomplish. Are you focused on streamlining internal revenue operations and ensuring compliance? Or are you looking for external market data to guide investment strategies? The platforms below cover this spectrum, from specialized automation tools to comprehensive market intelligence terminals. Think about your primary goals as you review these options to find the one that aligns best with your team's day-to-day work and your company's long-term vision.

HubiFi - For Automated Revenue Recognition

If your main challenge is managing revenue from a high volume of transactions, HubiFi is built specifically for you. It’s a financial data platform designed to help businesses automate how they recognize revenue, ensuring everything lines up with accounting standards like ASC 606 and IFRS 15. Instead of spending days manually reconciling data from different systems, HubiFi connects your data sources to give you a clear, accurate, and compliant view of your financials. This is especially helpful for companies that need to close their books quickly and pass audits without the headache. If that sounds like your situation, you can schedule a demo to see how it works.

Bloomberg Terminal

The Bloomberg Terminal is an iconic tool in the world of finance, and for good reason. It’s a comprehensive system for financial professionals who need instant access to real-time market data, news, and powerful analytics. Traders, portfolio managers, and analysts rely on it to make informed investment decisions minute by minute. The Terminal is known for its depth of information and proprietary messaging system, making it a central hub for the financial industry. While it’s a premium solution with a price tag to match, it remains the gold standard for anyone whose work depends on the pulse of the global markets.

FactSet

FactSet provides a suite of tools focused on financial data and market analysis. It’s a top choice for investment professionals who need to perform deep research and analysis on global markets. FactSet offers integrated data and analytics that help users identify market trends and manage investment portfolios. The platform is known for its flexible solutions that can be tailored to different workflows, whether you're in investment management, banking, or corporate finance. It’s a powerful resource for turning raw financial data into actionable insights for your investment strategy.

Refinitiv

Now part of the London Stock Exchange Group (LSEG), Refinitiv is another major player that offers a vast ecosystem of financial data, analytics, and infrastructure. Its products, like the Eikon platform, serve a wide range of financial professionals, from traders and analysts to risk managers. Refinitiv provides real-time market data, deep historical information, and news feeds that help users make critical decisions. It’s a direct competitor to Bloomberg and is known for its global reach and comprehensive data sets that cover nearly every asset class and market in the world.

S&P Capital IQ

S&P Capital IQ is a robust platform that excels at providing deep financial data and research tools. It’s widely used in corporate finance, investment banking, and private equity for tasks like company valuation, market research, and identifying potential deals. The platform offers extensive information on public and private companies, including detailed financials, executive profiles, and transaction data. Its powerful screening and charting tools allow users to analyze companies and industries with a high degree of precision, making it an essential tool for financial modeling and competitive analysis.

Morningstar Direct

For those focused on investment analysis, Morningstar Direct is a leading platform. It’s designed to help financial advisors and asset managers research and analyze a wide array of investment products, from mutual funds and ETFs to stocks and bonds. The platform is known for its independent research, proprietary ratings, and comprehensive performance data. Users can build and analyze portfolios, compare investment options, and create client-ready reports. If your work involves selecting investments and building portfolios, Morningstar Direct provides the specialized data and tools you need to make well-supported decisions.

How Are Finance Data Platforms Priced?

Once you’ve decided a finance data platform is right for you, the next big question is: what’s it going to cost? The answer isn’t always straightforward, as pricing can vary quite a bit. Most providers use a few common models to structure their fees, each with its own pros and cons depending on your business's size, complexity, and growth plans.

Understanding these models is the first step to finding a solution that fits your needs without breaking the bank. Some platforms are very transparent with their costs, while others require a conversation to get a custom quote. Let's walk through the most common pricing structures you'll encounter so you can make an informed choice for your finance stack.

Subscription-Based Tiers

This is probably the most familiar model. Think of it like your favorite streaming service—you pay a recurring monthly or annual fee for access. Platforms often offer tiered pricing based on the number of users or features, which gives you the flexibility to pick a plan that fits your current needs and budget. As your organization grows, you can move up to a higher tier. The main differences between tiers usually come down to the number of user seats, access to advanced features like AI-powered analytics, or the volume of data you can process. It’s a predictable and scalable way to manage your costs.

Usage-Based Models

Instead of a flat fee, usage-based pricing means you pay for what you consume. This approach is great for businesses with fluctuating data needs, since you’re only charged for what you actually use. "Usage" can be measured in different ways, like the number of transactions processed, API calls made, or reports generated. This model offers great flexibility, especially for startups or businesses with seasonal peaks, but it can also make budgeting a bit less predictable. It’s important to have a good handle on your expected usage to avoid surprise bills down the road.

Custom Enterprise Plans

If your organization is larger or has highly specific needs, an off-the-shelf plan might not cut it. That’s where custom enterprise plans come in. These plans are tailored to meet the unique requirements of a large business and often involve a direct negotiation with the provider. You can get exactly the features, support levels, and integrations you need. Because they are completely customized, these plans don't have a public price tag. The process usually starts with a consultation to discuss your specific challenges and goals.

What to Look for in Each Tier

When you're comparing plans, look beyond the sticker price. Think about the total value. How will this platform scale with you in two years? Are there hidden fees for implementation or extra support? It's also smart to understand how a provider's customers perceive their value, which is shaped by product quality and the overall experience. A cheaper plan might seem appealing now, but if it lacks critical features or requires constant workarounds, it could cost you more in the long run. Dig into the details of different pricing models to find the best long-term fit.

How to Choose the Right Finance Data Platform

Picking a finance data platform is a major decision, and the sheer number of options can make it feel like a daunting task. The right platform can streamline your operations and provide critical insights, while the wrong one can create more headaches than it solves. To make the choice easier, think of it as finding a long-term partner for your business. You need a solution that fits your current needs, supports your team, and is ready to grow with you. Let’s walk through the key factors to consider so you can find the perfect match.

Match It to Your Business Size and Complexity

A five-person startup has vastly different financial needs than a multinational corporation, and your platform should reflect that. Don’t get swayed by a system loaded with enterprise-level features if you’re not going to use them. Instead, look for a solution that aligns with your current scale and complexity. Many platforms offer different pricing models, from tiered plans based on users or features to fully custom setups. The key is to find a provider that not only solves your immediate problems but also offers a clear path for growth. You want a platform that can scale alongside your business, so you aren’t forced to switch systems right as you’re gaining momentum.

Check for Critical System Integrations

Your finance data platform shouldn’t exist on an island. For it to be truly effective, it needs to connect effortlessly with the tools you already use every day, like your ERP, CRM, and accounting software. Timely financial data is essential for accurate planning, and you can’t get that if your team is stuck manually exporting and importing spreadsheets. Look for a platform that offers robust, seamless integrations to create a single source of truth for your financial data. This automation not only saves countless hours but also dramatically reduces the risk of human error, ensuring your decisions are based on the most current and accurate information available.

Verify Compliance and Regulatory Support

Meeting financial regulations isn’t optional, and the right platform can be your strongest ally in maintaining compliance. Standards like ASC 606 can be incredibly complex, and manual tracking is often a recipe for errors and audit-related stress. When evaluating platforms, make sure they have built-in features to automate revenue recognition and other regulatory requirements specific to your industry. A good platform will help you handle these compliance hurdles with confidence, generating the reports you need to pass audits and stay on the right side of regulations. This isn’t just about avoiding penalties; it’s about building a foundation of financial integrity for your business.

Prioritize User Experience and Accessibility

A platform can have all the power in the world, but if your team finds it confusing or difficult to use, its value plummets. A clean, intuitive interface is essential for team adoption and long-term success. Look for customizable dashboards that allow your team to see the metrics that matter most at a glance. The platform should make it easy to generate reports and find information without extensive training. Before you commit, always ask for a live demonstration. Getting a firsthand feel for the software is the best way to determine if it’s a good fit for your team’s workflow. You can even schedule a demo to see how the platform works in real-time.

Plan for Future Growth and Security

The platform you choose today should be able to support your vision for tomorrow. As your business expands—whether by entering new markets, launching new products, or simply increasing transaction volume—your finance platform needs to keep up without missing a beat. Ask potential providers how their architecture handles growth and what you can expect in terms of performance. Equally important is security. You’re entrusting this platform with your most sensitive financial data, so there’s no room for compromise. Ensure the provider has robust security protocols and a proven track record to protect their data and, by extension, your business and your customers.

Common Myths About Finance Data Platforms, Debunked

Let's clear the air about a few things. When you hear "finance data platform," a lot of assumptions might pop into your head—that it's too complex, too expensive, or just a magic button that fixes everything. These misconceptions can hold businesses back from adopting tools that could genuinely change the game for their financial operations. It's time to separate fact from fiction so you can make an informed decision for your company. Let's debunk some of the most common myths out there.

Myth: Technology Is a Magic Bullet

It’s easy to think that buying a new piece of software will instantly solve all your financial data headaches. But the truth is, a platform is a tool, not a magic wand. Its success hinges on a solid strategy, proper implementation, and the people who use it every day. Simply plugging it in without a plan can lead to more confusion. The industry's biggest misconceptions are fueling outdated strategies, which can become a major problem. To get real value, you need to align the technology with your business goals and ensure your team is trained and ready to use it effectively. A consultation can help you build that strategy from day one.

Myth: They're Only for Large Corporations

This is a dangerous misconception. Many people assume that sophisticated financial tools are reserved for enterprise-level companies with massive budgets. The reality is that businesses of every size rely on accurate and accessible financial data to make smart decisions and track performance. High-volume startups and mid-sized companies, in particular, can get bogged down by manual processes. A finance data platform can automate revenue recognition and reporting, giving smaller teams the power to operate efficiently and scale without hitting a wall. Modern solutions are often built with flexible pricing models to fit different needs.

Myth: AI Will Replace Your Finance Team

The rise of AI has sparked a lot of "robots are taking our jobs" talk, but in finance, that's not the whole story. AI isn't here to replace your skilled accountants and analysts; it's here to make them even better at their jobs. Think of it as the ultimate assistant. AI promises to improve accuracy, reduce manual workloads, and help finance teams make more informed strategic decisions. By automating tedious tasks like data entry and reconciliation, it frees up your team to focus on what humans do best: strategic thinking, problem-solving, and advising on business growth.

Myth: Data Quality Is an Afterthought

"Garbage in, garbage out" is a cliché for a reason—it's true. Some people believe you can implement a new platform and worry about cleaning up your data later. This approach is a recipe for disaster. When data is incomplete or inaccurate, the integrity of your business records is compromised, leading to flawed reports and bad decisions. A great finance platform should help you maintain data integrity by seamlessly connecting with your other systems through robust integrations. Prioritizing clean, well-structured data from the start ensures your new platform can deliver the accurate insights you need to trust your numbers.

What Business Challenges Do These Platforms Solve?

A finance data platform is more than just a sophisticated piece of software; it’s a direct solution to some of the most persistent and frustrating challenges that scaling businesses face. If your team is spending more time wrestling with spreadsheets than analyzing performance, or if getting a clear picture of your company's financial health feels like a massive undertaking, you're dealing with problems that these platforms are built to fix. They address the core operational hurdles that prevent finance teams from being the strategic partners they need to be. Many companies find their financial data governance is a mess due to manual processes, inaccurate data, and systems that don't talk to each other. This is where a finance data platform steps in. From tangled, disconnected data sources to the slow, manual grind of the month-end close, these platforms introduce automation and clarity where chaos used to reign. They help you move from reactive problem-solving to proactive, data-informed strategy by tackling four key areas: data fragmentation, process inefficiency, reporting delays, and the ever-present compliance headaches. By centralizing your financial truth, you can finally get the valuable insights you need to grow profitably.

Breaking Down Data Silos

If your sales, billing, and customer data all live in separate systems that don’t communicate, you’re dealing with data silos. This separation makes it nearly impossible to get a single, reliable view of your business. A finance data platform acts as a central hub, pulling information from all your disparate sources—your CRM, ERP, and payment gateways—into one place. This process doesn't just consolidate data; it creates a single source of truth. With seamless system integrations, everyone from finance to sales is working from the same numbers. This eliminates confusion and allows you to make decisions with confidence, knowing the data is complete and accurate.

Eliminating Inefficient Manual Processes

The endless cycle of exporting CSVs, copying and pasting data, and manually reconciling accounts is not only tedious but also a major source of errors. These manual methods are a bottleneck that slows your entire finance function down. Finance data platforms automate these repetitive tasks, from data entry to complex revenue recognition calculations. By taking this work off your team’s plate, you reduce the risk of human error and free up their time for more valuable strategic analysis. Instead of just reporting on what happened, they can focus on why it happened and what to do next.

Speeding Up Financial Reporting Cycles

Waiting weeks for the month-end close to get financial reports is no longer acceptable in a fast-moving market. Making critical business decisions with outdated information is a recipe for falling behind. Because a finance data platform provides a continuous, real-time flow of data, you can close the books in days, not weeks. Timely financial data is essential for accurate planning, and it ensures that leaders across every department have access to the same up-to-date information. This speed allows your business to be more agile, spotting trends and addressing issues as they happen.

Simplifying Complex Regulatory Compliance

Meeting regulatory standards like ASC 606 and preparing for audits can be incredibly stressful, especially when your data is scattered and manually managed. A finance data platform simplifies compliance by creating a clear, auditable trail for every single transaction. It ensures your data is accurate, reliable, and structured according to required accounting standards. With automated revenue recognition, you can be confident that your financials are compliant without constant manual oversight. This makes audits smoother and gives you peace of mind that your books are always in order.

How to Ensure a Smooth Implementation

Choosing the right finance data platform is a huge step, but the real work begins with implementation. A thoughtful rollout can make the difference between a tool that gathers dust and one that transforms your financial operations. It’s less about flipping a switch and more about building a solid foundation for the technology to stand on. By focusing on careful planning, smart data handling, and team empowerment, you can set your new platform—and your business—up for success from day one.

Key Planning and Preparation Steps

Before you move a single piece of data, take time to map out your journey. Start by defining what success looks like. Are you trying to fix manual processes, improve data accuracy, or speed up compliance? Getting clear on your goals will guide every decision you make. Next, take an honest look at your current systems. Understanding where your data lives and how it flows is crucial. Many businesses find that timely financial data is hard to access, which makes this audit step so important. Assemble a dedicated implementation team with representatives from finance, IT, and any other department that will use the platform. This ensures everyone’s needs are considered from the start.

Smart Data Migration Strategies

Let’s be honest: moving data can be a headache. But with a smart strategy, you can avoid the biggest pitfalls. The golden rule is clean your data before you move it. Migrating messy, outdated, or duplicate information will only create problems in your new system. Start by auditing your existing data, purging what you don’t need, and standardizing formats. Next, create a data map that clearly outlines where each piece of information from your old system will go in the new one. This is especially important for businesses that need reliable, integrated data systems to function. Finally, always run a test migration with a small sample of data to catch any issues before you commit to the full transfer.

Tips for Team Training and Adoption

A powerful platform is only as good as the people who use it. Prioritize team training to ensure everyone feels confident and capable with the new tool. Instead of a one-size-fits-all approach, tailor training sessions to different roles. Your accounting team will need a different skill set than your executive team, who might only need to view dashboards. Appoint a few internal "champions"—enthusiastic users who can provide day-to-day support to their colleagues. And remember, training isn’t a one-time event. Schedule regular check-ins and offer refresher courses to keep skills sharp. When you're evaluating platforms, ask about their support and training options when you schedule a demo.

Planning for Ongoing Maintenance

Your implementation "go-live" date isn't the finish line; it's the starting point. To get long-term value from your finance data platform, you need a plan for ongoing maintenance. This includes regularly monitoring system performance, checking for data inaccuracies, and installing updates as they become available. Assign clear ownership for these tasks so nothing falls through the cracks. While the cost of data management is a real consideration, think of it as an investment in maintaining the accuracy and reliability of your financial insights. A well-maintained platform ensures your team always has the timely, trustworthy data it needs to make critical business decisions.

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Frequently Asked Questions

How is a finance data platform different from my accounting software? Think of your accounting software, like QuickBooks or Xero, as your official book of records. It’s fantastic for logging transactions, managing payroll, and handling basic bookkeeping. A finance data platform works at a higher level. It pulls data from your accounting software and all your other tools—like your CRM and payment processor—to create one unified, analytical view of your business. It’s less about recording individual transactions and more about seeing the complete financial story so you can make strategic decisions.

My business is still small. Is it too early to consider a finance data platform? It’s less about your company’s size and more about its complexity and transaction volume. If you’re managing subscriptions or a high number of sales, manual processes can become a major bottleneck very quickly, no matter your headcount. Implementing a platform early establishes a solid, scalable foundation for your financial operations. It helps you avoid the painful process of untangling messy data and workflows when you’re in the middle of a growth spurt.

Our financial data is spread out and messy. Do we need to fix that before we can use a platform? Yes, and the implementation process is the perfect time to do it. A finance data platform can’t magically organize inconsistent or inaccurate information; the principle of "garbage in, garbage out" definitely applies here. A good provider will guide you, but you should plan to audit and clean your data as part of the setup. This ensures the platform starts with a reliable foundation, so you can trust the insights and reports it generates from day one.

Will I need to hire a data specialist or IT expert to run this platform? For the most part, no. Modern finance data platforms are built for finance professionals, not data scientists. They are designed with user-friendly dashboards and automated reporting tools that your existing team can manage. While your IT department might assist with the initial integration and security setup, the day-to-day operation of the platform should feel intuitive and accessible to your core finance team.

How long does implementation usually take? The timeline can vary quite a bit depending on your specific situation. A straightforward implementation with clean data and standard integrations might take just a few weeks. For a larger organization with complex data sources and custom requirements, the process could take a few months. The biggest factors influencing the timeline are the quality of your existing data and the number of systems you need to connect.

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.