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Weve got what we think is a rather exciting model, which we describe in a working paper, that helps forecast in advance the likelihood that a firm will go on to commit accounting fraud. So, they change inventory methodology, or they change their assumptions on revenue recognition, and they make it such that they beat these forecasts.
Preparing for a financial audit can be a daunting task, especially for private equity-backed firms where accuracy and efficiency are paramount. This article provides a deeper look at the steps CFOs can take to create a seamless, streamlined audit experience.
Some forecasted 2023 as a “venture winter” with VCs slowing their check-writing pace, demanding a clear strategy for sustained growth, a proven track record of achieving key performance indicators, and a strong management team before they invest. In fact, recent trends show venture capitalists are becoming even more cautious.
Audit season presents a set of unique challenges for private equity-backed companies, particularly those that must balance the expectations of investors with the demands of compliance. Ensure that impairment analyses are completed according to audit priorities, with asset groupings and forecast data that align with GAAP standards.
Speaker: Claire Grosjean, Global Finance & Operations Executive
Join Claire Grosjean for a dynamic discussion on how finance leaders can leverage data-driven strategies to improve spend visibility, enhance forecasting accuracy, and drive cost optimization without losing sight of the human element that makes financial decision-making effective. Master the balance between analytics and action.
Forecasting shouldnt require a PhD in Excel or a week of IT support. Forecasts get trapped in spreadsheets. Thats where no-code forecasting in Power BI changes the game. What No-Code Forecasting Actually Means When we say no-code, we dont mean lightweight or dumbed-down. No-code forecasting solves this. The impact?
Exporting data from BI tools into spreadsheets for planning, forecasting, or corrections. Financial Forecasting Business units can enter revenue projections or adjust expense forecasts inline, while Finance maintains full control over roll-ups and audit trails.
However, one of the most important planning tools for a business of any size is cash flow forecasting – and it’s especially important in times of uncertainty. Knowing the timing, amount and predictability of future cash flows with cash flow forecasting should be an essential component of the budgeting and planning process.
For many organisations, revenue recognition is a strategic function that impacts forecasting, investor relations, and the companys financial health report. There are five big challenges that finance leaders must handle in terms of revenue recognition in 2025: Meeting compliance and audit standards. Inaccurate forecasting and reporting.
Your strategic business forecasting must include proper considerations for section 280E – this is essential to planning cash flow and avoiding catastrophic tax bills at year-end. Hence you need good cannabis accounting to defend yourself in audit. How do I forecast for the 280E tax code? What is IRS section 280E?
He concedes that AI has significantly transformed finance teams by automating processes, improving forecasting, and enhancing risk management, but he notes that its effectiveness depends on access to up-to-date data. Regular skills audits can help finance leaders understand where gaps exist," he says.
This accessible program can accomplish various tasks, such as financial forecasting and budgeting. If your business has used Excel for financial forecasting, you may have found some challenges with the program. However, there can be some disadvantages to using Excel for your company’s financial forecasting.
To counter this, Innocent and his team use agile forecasting frameworks, scenario modelling, and real-time analytics. The United Kingdoms National Audit Office has advised public entities to adopt rolling forecasts and scenario-based planning, particularly in uncertain environments. At SAQA, the same pattern is emerging.
Finance leaders are now seeing generative artificial intelligence to have the most immediate impact on explaining forecast amd budget variances, according to Gartner, Inc. Finally, CFOs should audit critical data with respective owners before implementation, to decide what modifications must be implemented for use by a GenAI model.
Accountability Isnt Admin Its Your Performance Lever For all the talk about AI-driven forecasting, real-time dashboards, and digitising the finance function, there remains one cornerstone of high-performing finance teams that no technology can replace: accountability. Forecasting becomes a game of optimism versus realism.
Its not just about clean books or audit prep. This section focuses on: Approval workflows and disbursement controls Monthly reconciliations and reporting cycles Digital document retention Audit readiness and compliance planning These practices are essential to creating a trustworthy, funder-ready organization.
This includes restating prior-period financials where necessary, strengthening internal controls, and ensuring that audit findings are addressed in full. Engaging internal audit functions and reporting regularly to the board’s audit committee can help provide the oversight and assurance required to rebuild confidence.
Theyre the people who spot errors in a sea of numbers and ensure the books are airtight and audit-ready. A CFO or Finance Director Provides strategic oversight, financial reporting, compliance guidance, forecasting, and high-level decision support. That redundancy minimizes chaos and keeps your nonprofit moving forward.
Tony Jarjoura, now CFO of Gigamon, found himself surrounded by audit committee members as a dense, highly technical tax strategy unraveled before them. So being able to forecast accuratelyand then measure against that forecastis absolutely critical.
These services include general and operational accounting, financial planning and audit, governance, risk and compliance, transactional transformation, IT and business intelligence solutions, and outsourced accounting and interim management solutions. Tracey Holecek is a dynamic CPA with business, accounting, auditing, and finance expertise.
Preparing for a financial audit can be a daunting task, especially for private equity-backed firms where accuracy and efficiency are paramount. This article provides a deeper look at the steps CFOs can take to create a seamless, streamlined audit experience.
Preparing for a financial audit can be a daunting task, especially for private equity-backed firms where accuracy and efficiency are paramount. This article provides a deeper look at the steps CFOs can take to create a seamless, streamlined audit experience.
They can reconcile accounts, update forecasts, and manage audit schedules. When reporting season, audits, or board meetings come up, mentoring is the first thing to fall away. Apply the same discipline you use for financial reporting or audit preparation. Mentoring is Not a Soft Skill. It Is a Control.
Audit season presents a set of unique challenges for private equity-backed companies, particularly those that must balance the expectations of investors with the demands of compliance. Ensure that impairment analyses are completed according to audit priorities, with asset groupings and forecast data that align with GAAP standards.
Audit season presents a set of unique challenges for private equity-backed companies, particularly those that must balance the expectations of investors with the demands of compliance. Ensure that impairment analyses are completed according to audit priorities, with asset groupings and forecast data that align with GAAP standards.
Beyond the Boardroom: What Governance Really Looks Like Good governance doesnt start and end with your annual board calendar or the independence of your audit committee. Inflated earnings, non-disclosures, audit failuresevery one of them passed through a CFOs hands. Governance is a system , not a document.
Inadequate Budgeting and Forecasting Another common pitfall is inadequate budgeting and forecasting. Regularly performing audits on technology investments can help pinpoint genuinely advantageous tools and those that may not be worth the cost.
Do you need someone to: Improve budgeting and forecasting? Best for: Financial reviews or audits One-time funding events Short-term consulting 2. Project-Based Pricing This model sets a fixed fee for a specific deliverable, such as preparing financials for fundraising or building a forecasting model.
Now, picture the opposite: instant access to real-time financial insights, automated compliance checks, and AI-driven forecasts guiding your next move. Predictive analytics can also help companies forecast future trends, allowing them to prepare for risks and opportunities ahead of time.
The budget and forecast should reflect the Company’s plans, visions, expectations and educated guesses on the market trends. For finance leaders, Gen AI can help in cash flow projections, impact analysis for tax strategies, forecast outcomes for mergers and acquisitions and even various scenarios of capital planning.
Every improved margin, every clean audit, every accurate forecast is a chance to reset the narrative—from “we’re in trouble” to “we’re getting there.” What Counts as a Small Win? They reduce uncertainty. They remind teams that their hard work is paying off, even if the end goal is still over the horizon.
Josh, former auditor at the National Audit Office and former management finance professional at environmental leadership group C40, is big on change – but not the sudden, dramatic kind. . We’ve successfully implemented a new reporting, budgeting & forecasting tool and are now looking at the next systems change.” .
Data Cleaning : Eliminate duplicates, standardize formats, and address missing values to ensure AI reliability, critical for applications like sales forecasting. Data Governance : Implement policies for access controls, data privacy, and audit trails, ensuring compliance and transparency for finance teams and investors.
Data management, reporting, financial statements, forecasting, and analytics all depend on real-time, relevant data. Robotic Process Automation (RPA) – RPA tools use AI to manage data, support supply chain efficiency, and crunch numbers for analytics and forecasting. It’s a necessity. Latest insights Leadership 05.29.25
Operating Partners begin by auditing contracts, analyzing spend, and benchmarking supplier performance. Process integration to simplify AP workflows, improve forecasting, and support supply chain agility. Every dollar saved in this function drops directly to the bottom lineand compounds over time.
Having a solid grip on your cash flow forecast and reporting is one of the most important factors for any business to track. For many businesses, having an accurate cash flow forecast can help to avoid potential cash flow problems, predict end of year profits (or debt), and set realistic goals for the upcoming quarters and year.
First and foremost is financial acumen—understanding financial reporting, budgeting, forecasting, and compliance is foundational. It would combine the best aspects of financial forecasting and strategic planning, helping companies stay ahead in a constantly evolving landscape.
Scenario planning, risk-weighted forecasting, pricing model evaluations, and strategic growth mapping arent nice to have, theyre core tools in your arsenal. Create your own internal audit of stressors, and put controls in place. That means learning to turn data into decisions. Digital tools are no longer support functions.
If you’re managing a fraud investigation internally, maintain a timeline and audit trail. They understand that fraud risk isnt a threat to be buried in an audit report. It means using your analytics team not only for KPIs and forecasts, but also to build a fraud detection dashboard as part of your monthly close.
Copilot will happily answer questions your users were never meant to asklike showing salary data or forecasting details without proper restrictions. Their forecasting cycle time dropped by 40%. Then theres the issue of governance. Without clear permissions and role-based access, you risk surfacing sensitive data to the wrong audience.
As a business owner or chief financial officer (CFO), spreadsheets may be an important part of your financial forecasting, planning, and budgeting processes. Excel does not have audit trail capabilities, so it is difficult to prevent fraud as numbers, and other financial data can easily be changed by any user.
Strategic Planning and Forecasting CFOs create long-term financial plans and forecasts. They regularly audit processes to maintain the integrity of financial operations. For small businesses employing a fractional CFO , understanding the core responsibilities of a CFO can help leverage their expertise effectively.
At a minimum, your policy should include: Investment objectives and principles Clear signatory and authority levels Reporting cadence and performance benchmarks Breach protocols and risk escalation procedures And pleasemake sure internal audit has access. Treasury isnt immune from internal fraud or process failure.
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