Podcast

FP&A Today

Business, Management

FP&A Today is the podcast for Financial Planning and Analysis. The weekly show dives into the challenges and opportunities within the world of FP&A, interviewing FP&A leaders, CFOs and other finance pros in order to give you the freshest insights and takeaways. Each week our top guests provide actionable advice about financial planning and analysis – from career goals to navigating challenges, and powerful Excel tips.

Our weekly show provides unrivalled insights for navigating FP&A.

FP&A Today is brought to you by Datarails.

Datarails is the AI-powered Financial Planning and Analysis platform for Excel users.

Management chart
#107
Episodes
103
Releases
Weekly
Typical length
53 min
On air since
2024
Latest episode
12 hours ago

Episodes

103 episodes, newest first

  1. Copy the Architecture. Not the Bureaucracy. | Eric Lin

    Episode 221

    Show notes

    Big-company FP&A has valuable lessons - but its processes are often responses to problems your business may not have.

    What should an FP&A team borrow from Google, Netflix, and Roku, and what should it leave behind? In this episode of FP&A Today, Sarah Schlott speaks with Eric Lin, former Head of FP&A for Roku TV, about the difference between copying big-tech finance processes and building the decision-making foundations your business actually needs.

    Eric describes his career shift from analysis to influence to decision architecture: shared metrics, explicit assumptions, clear ownership, driver-based forecasts, and an operating cadence that helps leaders respond when circumstances change. He explains why finance professionals need to understand their business deeply, prioritize the questions that affect decisions, and make recurring reporting efficient enough to leave time for forward-looking analysis.

    The conversation also explores three layers of AI use in FP&A, the risks of automating weak data and inconsistent metrics, and what Eric would rebuild first if every finance report disappeared. His warning to smaller teams is simple: enterprise processes are often scar tissue from past failures. Copy the foundations that matter, not the bureaucracy built around someone else's problems.

    Key Moments

    •

    FP&A should improve decisions, not only produce analysis. Eric traces the evolution from analytical rigor to influence and ultimately decision architecture.

    •

    Give every important decision a foundation. Shared metric definitions, explicit assumptions, data ownership, decision rights, and operating cadence matter more than a sophisticated planning platform.

    •

    Understand the business before diving into the model. Go deepest on the assumptions and analyses that could change a meaningful decision; delegate routine work to a capable team.

    •

    Make recurring reporting efficient. Close, board preparation, and earnings reporting are necessary, but they should not consume the time needed to understand the next quarter.

    •

    Use AI to support better judgment. Production and diagnostic work can become faster, but AI-driven decision support requires trusted data, governance, and human ownership of trade-offs.

    •

    Do not inherit big-company bureaucracy by default. Ask what failure a control or process was designed to prevent and whether that risk is material to your business.

    •

    Start with cash and the drivers behind results. If the reports disappeared, Eric would restore cash-flow visibility first; he also values business KPIs that explain the P&L.

    •

    Build FP&A around the decisions that matter. Start with a decision inventory, reliable actuals, business drivers, and a driver-based forecast before layering on specialization and technology.

    Timestamps

    02:08 - Why FP&A needs to evolve from analysis to decision architecture

    05:40 - How junior analysts become more valuable business partners

    08:10 - Knowing when to dive deep into the numbers

    12:19 - Making reporting efficient to protect forward-looking work

    16:54 - The three layers of AI in FP&A and why governance matters

    23:39 - What to copy from big tech - and what bureaucracy to avoid

    29:30 - If every report disappeared, start with cash flow

    31:37 - KPIs versus the P&L: understanding what drives performance

    35:07 - How Eric would build an FP&A team from scratch

    42:31 - The Monday test: does your finance work drive impact?

    Earn CPE Credit

    If you would like to earn CPE credit for listening to the show, visit:

    https://earmarkcpe.com/fpa

    Download the app, take a short quiz, and get your CPE certificate.

    Further Reading / Listening

    About Eric Lin

    Eric Lin, former Head of FP&A for Roku TV, led the financial strategy and cross-functional business case for the Board-approved launch of Roku-branded TVs and helped scale the new business from $0 to $200 million in first-year revenue.

    Connect with Eric on LinkedIn:

    https://www.linkedin.com/in/ericlin/

    46 min
  2. Is Your Forecast Just a Target in Disguise? | Alejandro Hellmund

    Episode 220

    Show notes

    An ambitious target is not the problem. The problem begins when Finance is expected to defend it as a forecast the business can actually deliver.

    What happens when leadership decides the number before Finance has built the operating forecast? In this episode of FP&A Today, Sarah Schlott speaks with Alejandro Hellmund, Financial Analyst at Blue Eyed Lending, about the pressure to make predetermined targets work, drawing on his experience across financial planning, private equity and investment projects where expectations, available funding and operational reality do not always align.

    Alejandro describes how early assumptions in major development projects can become fixed expectations long before the business has enough information to support them. The conversation explores the tension between making a model defensible and making a plan achievable, the consequences when projects miss their targets, and the importance of understanding the business behind the numbers. One particularly revealing example involves Alejandro maintaining a change log of forecast assumptions, a practice that made a former boss uncomfortable but gave Finance a record to support difficult conversations.

    The larger lesson for FP&A is about preserving the distinction between ambition and evidence. Good finance professionals need commercial judgment as well as analytical discipline. That means challenging assumptions respectfully, documenting changes, understanding operational constraints and recognizing when the numbers no longer reflect reality.

    Key Moments

    •

    A target is not automatically a forecast. Numbers established early in a project can become expectations even when later operational evidence no longer supports them.

    •

    Making the math work is not the same as making the business work. Changing classifications or presentation may create a defensible model without improving the underlying plan.

    •

    Finance needs to understand the operating reality. Procurement timelines, project financing, capital requirements and business-model constraints can determine whether a financial target is achievable.

    •

    Forecast misses can escalate beyond variance analysis. Investor expectations, funding arrangements and operational contingencies affect how businesses respond when results fall short.

    •

    Challenge the assumptions, not just the output. Reviewing the P&L, cash flow and business model helps Finance identify where a target lacks support.

    •

    Keep a record of what changed. A change log preserves the reasoning behind forecast adjustments and can support transparent conversations without turning disagreements into personal conflicts.

    •

    Push back with evidence and tact. Finance has a responsibility to question unrealistic assumptions while helping leadership understand what would make the plan achievable.

    •

    Know when the forecast has lost credibility. When sources are unreliable or the numbers no longer reflect reality, FP&A needs to revisit the assumptions rather than simply continue reporting against the original target.

    Timestamps

    03:12 - How predetermined targets become fixed expectations

    05:11 - When making the numbers work becomes window dressing

    14:53 - Testing top-down targets against operational assumptions

    19:20 - What happens when a project misses its forecast

    22:46 - The failed investment project and its consequences

    25:21 - How to challenge unrealistic financial assumptions

    31:17 - Why Alejandro kept a forecast change log

    38:54 - When a stretch target stops reflecting reality

    Earn CPE Credit

    If you would like to earn CPE credit for listening to the show, visit:

    https://earmarkcpe.com/fpa

    Download the app, take a short quiz, and get your CPE certificate.

    Further Reading/Listening

    Related FP&A Today episode:

    The Real Job of FP&A: 40% Numbers, 60% Influence, with Gauri Tambe.

    Alejandro and Sarah's discussion reinforces the importance of understanding the business behind the financial results and using that understanding to influence decisions.

    54 min
  3. Would Your FP&A Forecast Survive an Audit? | Norm Osumi

    Episode 219

    Show notes

    A forecast can be useful for running a business and still lack the evidence needed to defend it.

    What happens when accounting and FP&A report different revenue numbers for the same month, and the disagreement comes down to how a contract is interpreted? In this episode of FP&A Today, Sarah Schlott welcomes Norm Osumi to explore the judgment calls that sit between financial reporting, business performance and forward-looking forecasts.

    Through a SaaS revenue-recognition example, Norm examines why bookings, billings and recognized revenue are not interchangeable, and how implementation fees and sales commissions complicate the picture. The conversation then turns to EBITDA and adjusted EBITDA, where excluding recurring expenses or making aggressive add-backs can change the story a business tells about its performance.

    The central question is what happens when an FP&A forecast becomes evidence for an auditor, lender or investor. Norm discusses an auditor requesting five years of purchase orders to substantiate future revenue and explains why assumptions around growth, customer activity and the sales pipeline need to be reasonable and documented. For smaller finance teams, the lesson is not to build more elaborate models. It is to understand which numbers matter, what supports them and when to bring accounting into the conversation.

    Key Moments

    •

    Recognized revenue, bookings and billings serve different purposes. A sound FP&A forecast needs to account for the underlying revenue-recognition rules.

    •

    SaaS implementation fees and subscriptions can produce different monthly revenue outcomes depending on the contract and performance obligations.

    •

    Sales commissions raise both operational and accounting questions, especially when bookings, revenue and related costs fall into different periods.

    •

    Adjusted EBITDA requires judgment. Recurring expenses cannot simply become one-time adjustments because excluding them creates a more attractive result.

    •

    Forecasts can become part of an audit, valuation or financing process. Assumptions may need to be supported by customer activity, purchase orders and a credible growth pipeline.

    •

    Smaller finance teams still benefit from documenting the handful of assumptions that materially drive their forecasts.

    •

    Repeated misses against publicly communicated financial projections can damage management's credibility.

    •

    FP&A and accounting need shared definitions, clear communication and a process for challenging assumptions before numbers reach external stakeholders.

    Timestamps

    05:42 - Why FP&A and accounting can recognize different revenue amounts

    09:04 - Bookings versus billings versus recognized revenue

    12:21 - How smaller companies should approach accounting for sales commissions

    16:46 - EBITDA and the judgment behind adjustments

    21:14 - GAAP, non-GAAP and adjusted EBITDA reporting

    28:08 - When an FP&A forecast becomes audit evidence

    33:33 - What auditors look for in forecast assumptions

    36:45 - Documenting assumptions that support revenue projections

    42:15 - Does forecast accuracy actually matter?

    45:13 - Rapid fire with Norm Osumi

    Earn CPE Credit

    If you would like to earn CPE credit for listening to the show, visit:

    https://earmarkcpe.com/fpa

    Download the app, take a short quiz, and get your CPE certificate.

    Further Reading/Listening

    Related FP&A Today episode:

    The $100M Revenue Mistake Everyone Missed, with Devon Coombs

    https://www.devoncoombs.com/

    55 min
  4. A System Designed to Forget Finance: Why FP&A Ends Up Carrying the Rest in Excel

    Episode 218

    Show notes

    The books were closed. The audits were supported. Then the CEO asked two simple questions: which products make the most money, and which ones don’t? Nobody could answer.

    Purity Kibaki was the consultant hired to implement the system that was supposed to answer them.

    Purity, CPA(K), leads group reporting, consolidation and finance systems at Hatch Africa. She previously founded Zirconn Black Group. She has been the accountant closing the books, the FP&A analyst who inherited them, and the consultant building the system underneath. She and Sarah explore what happens when finance systems are built around transactions and order-to-cash, but not around the questions FP&A eventually has to answer.

    The result is familiar to many FP&A teams. Accounting closes successfully, but finance still can’t answer basic questions about product profitability, regional performance, campaigns, utilization or operational drivers without pulling data together by hand. Purity and Sarah discuss why “heroic Excel workarounds” can hide weaknesses in the underlying process. They also cover why FP&A data rarely gets the same scrutiny as accounting data, and why buying another planning tool doesn’t fix a broken source.

    The conversation also gets practical. Purity explains which dimensions and tags need to be captured at the point of entry. She argues that system requirements should come from the people doing the work, not only senior leaders, and that finance professionals are better placed to become systems-aware than technologists are to become finance-aware. Her core message is simple: fix the source, and let everything downstream flow from it.

    Key Moments:

    A system can close the books correctly and still fail FP&A if it was never designed around forward-looking business questions.

    "Heroic Excel workarounds" may keep reporting moving while hiding weak controls, manual dependencies and missing source data.

    FP&A quantity and operational data often does not receive the same audit discipline as revenue, inventory or the general ledger.

    Finance and accounting should help define system requirements before a business selects or configures its ERP or planning tools.

    Product, region, segment, campaign and cost-driver tags need to be captured at entry if FP&A wants to analyze them later.

    The best requirements often come from the person actually doing the work, because that is where undocumented process knowledge and reporting gaps live.

    Finance professionals already understand the end result they need, making it easier for them to become systems-aware and use tools such as Power BI, automation and AI effectively.

    Buying another tool is not the solution if the source data is still incomplete, manual or inconsistent.

    Try This Monday: Trace One Unanswered Question

    Pick one question your leadership asked last month that took too long to answer.

    What data point would have answered it?

    Where does that data get entered, and who owns that step?

    Ask that person for what you need, and tell them why.

    Timestamps:

    (08:16) - How systems become "designed to forget finance" and push FP&A into Excel

    (11:43) - Why heroic Excel workarounds can hide the real problem

    (19:12) - Why FP&A and accounting need a seat at system selection

    (24:20) - The missing data points that cripple FP&A analysis

    (33:21) - Why requirements should come from the person doing the work

    (39:45) - Why it is easier for finance to become systems-aware than developers to become finance-aware

    (43:52) - "Buying a tool is not the solution" - fix the source first

    (53:59) - Rapid fire: keep the annual budget only if you actually use it

    (57:29) - Purity’s Monday move: pass the knowledge down

    Earn CPE Credit:

    If you would like to earn CPE credit for listening to the show, visit:

    https://earmarkcpe.com/fpa

    Download the app, take a short quiz, and get your CPE certificate.

    Further Reading/Listening:

    Purity Kibaki, CPA(K) - group reporting, consolidation and finance systems at Hatch Africa; founder of Zirconn Black Group (2021-2025).

    Purity on LinkedIn: https://www.linkedin.com/in/puritykibaki/

    1 hr 1 min
  5. Do You Actually Need a CFO? Instead, Hire for the Problem with Tom Hunter

    Episode 217

    Show notes

    The most expensive finance hire can be the one that looks senior enough to feel safe but solves the wrong problem.

    Tom Hunter of Story Recruitment joins FP&A Today to explain why the first finance hire at a startup is often not a CFO. Story Recruitment focuses on first-CFO and first-finance-hire searches for Australian tech, fintech and deeptech startups, and Tom also hosts The CFO Track Podcast. His starting point is simple: before choosing a title, define the financial problem the business actually needs someone to solve.

    That often means building the basics first. Tom describes financial controls, governance and reliable reporting as the foundation that FP&A and strategy have to sit on. He also shares an example of a founder who included GST in ARR, overstating revenue and contributing to a chain of due-diligence concerns that ultimately cost the company its lead investor. For growing businesses, the finance function itself becomes a signal of how organized and decision-ready the company really is.

    The back half of the conversation looks at how the finance skill set is changing. As AI and better tooling reduce the moat around some technical work, communication, commercial judgment, project management and the ability to influence better decisions become more valuable. Tom argues that finance professionals should not see themselves as ticket takers or back-office support. The strongest finance people operate as commercial enablers who understand the problem, explain the numbers and help move the business forward.

    Key Moments

    • Build the foundation before the forecast. Controls, governance and reliable reporting need to be in place before FP&A can confidently layer forecasting and strategy on top.
    • The first finance hire is usually not a CFO. A Controller, Head of Finance, VP Finance or fractional leader may be a better fit depending on the company’s stage, scale and complexity.
    • Investors judge the finance function as a signal. Clean models, trustworthy reporting and an organized data room can influence how investors perceive the broader business.
    • Write the job around the problem. Rank the financial challenges the business needs solved, then build the role and job description around those priorities rather than around a prestige title.
    • Candidates need to prove outcomes. The strongest finance candidates can explain what problem they faced, how they approached it and what changed as a result.
    • Communication is becoming more valuable. As AI and tooling take on more technical work, finance professionals who can communicate clearly, influence stakeholders and lead decisions become more differentiated.
    • Stay proactive in your career. Continuous learning and volunteering for opportunities gives finance professionals more control than waiting for promotions, vacancies or recruiters.
    • Finance should be the commercial enabler. The best CFOs and FP&A leaders help the business make better decisions instead of operating only as a reporting or support function.

    Timestamps

    (03:45) - Why controls and reporting come before FP&A and strategy
    (09:01) - Why investors see the finance function as a signal of how organized the business is
    (10:23) - The ARR reporting mistake that helped cost a founder the lead investor
    (16:04) - Do you actually need a CFO - or even a full-time finance hire?
    (20:02) - Build the finance role around the business problem it needs to solve
    (26:26) - Why communication is becoming one of the most important finance skills
    (37:17) - Staying relevant by learning, leveling up and being proactive
    (52:12) - Why the best CFOs are commercial enablers, not ticket takers

    Earn CPE Credit

    If you would like to earn CPE credit for listening to the show, visit:

    https://earmarkcpe.com/fpa

    Download the app, take a short quiz, and get your CPE certificate.

    Further Reading/Listening

    About Tom Hunter

    Tom Hunter, Story Recruitment - first-CFO and first-finance-hire search for Australian tech, fintech and deeptech startups. Host of The CFO Track Podcast.

    You can find Tom at:
    https://storyrecruitment.com.au

    Tom on LinkedIn:
    https://www.linkedin.com/in/tom-hunter-story/

    Story Recruitment:
    https://storyrecruitment.com.au

    Anders Liu-Lindberg on finance funding its own transformation:
    https://youtu.be/G892qsanpwQ?si=ZUupn7Pw4M6dgHTf

    1 hr 5 min
  6. Would You Rather Be Lucky or Good? Building FP&A From Absolute Zero, with Katelyn Stienen

    Episode 216

    Show notes

    Building FP&A from scratch isn't primarily a spreadsheet problem. It's a people, process, and alignment problem.

    Katelyn Stienen, Director of FP&A at Good Day Farms and a top-16 finisher at the Excel World Championship, joins FP&A Today to share what happens when you walk into a five-year-old business with more than 170 legal entities, around 10,000 budget lines, no dedicated planning system, and department heads who have never worked with a structured P&L. After experiencing established finance processes at much older organizations, Katelyn is now building the FP&A function from the ground up.

    One of her biggest lessons was that introducing FP&A is not as simple as sending out a budget template. Katelyn had to establish what a budget actually means, connect operational budgets with the numbers being communicated to leadership and investors, and create a common financial playbook across the business. She explains why bottom-up planning creates better accountability, why finance should approach variance conversations as investigators rather than enforcers, and how seemingly small misses across individual entities can become material when consolidated.

    The conversation also explores planning inside the highly regulated cannabis industry, when a growing company is ready for dedicated FP&A software, and how better systems can shift finance away from simply collecting numbers and toward understanding what is driving them. For Katelyn, the real job of FP&A is turning the stories coming from the business into numbers - and being able to explain why reality ultimately differed from the forecast.

    Key Moments

    ● Building FP&A from zero starts with financial understanding, not templates. Before introducing a detailed budget, finance needs to understand how department leaders currently think about spending, forecasting, and accountability.
    ● The business needs one financial playbook. Operational teams cannot manage against one version of the numbers while leadership and investors work from another. FP&A has to connect the two.
    ● Bottom-up budgeting creates better conversations. Greater line-item detail gives finance something concrete to challenge, explain, and manage with department leaders rather than simply holding them to a top-down target.
    ● FP&A should investigate, not assign blame. Katelyn shares her Director of Finance's description of finance as "reporters" trying to understand what happened rather than punish teams for missing a number.
    ● Small variances can become significant at scale. An expense miss that looked insignificant at individual stores became a roughly $50,000 variance once Katelyn consolidated it across the organization.
    ● Complex businesses require scenario thinking. Different regulations, tax treatments, markets, and operating models across states mean FP&A has to combine financial modeling with knowledge from legal, operational, and commercial teams.
    ● Technology should move FP&A from gathering numbers to asking better questions. With stronger reporting and consolidation in place, finance can spend less time finding the numbers and more time understanding what is driving them.
    ● Forecast accuracy is not the whole story. Katelyn would rather miss a forecast and be able to explain exactly why than hit the number without understanding what drove the result.

    Timestamps

    09:51 - What established companies taught Katelyn about what good finance processes look like
    16:44 - "I'm starting at absolute zero": building a budgeting process where none existed
    19:13 - Getting operations and leadership onto the same financial playbook
    24:25 - Why FP&A should be "reporters," not a function that assigns blame
    29:56 - Managing reporting and planning complexity across more than 170 entities
    39:37 - Turning business stories and market knowledge into numbers and forecasts
    42:09 - When is a company ready for dedicated FP&A planning software?
    53:09 - Would you rather be lucky or good? Rethinking forecast accuracy

    Earn CPE Credit

    If you would like to earn CPE credit for listening to the show, visit earmarkcpe.com/fpa. Download the app,
    take a short quiz, and get your CPE certificate.

    Further Reading/Listening

    Katelyn Stienen - LinkedIn
    https://www.linkedin.com/in/katelyn-stienen/

    57 min
  7. The Real Job of FP&A: 40% Numbers, 60% Influence

    Episode 215

    Show notes

    The best FP&A professionals don't just explain the numbers. They understand the business well enough to influence it.

    Gauri Tambe, Head of Finance & Accounting at Genezen, joins FP&A Today to explore what finance looks like inside the world of cell and gene therapy. Scientific uncertainty, capital-intensive programs, customer funding risk, strict quality requirements, and constantly changing timelines mean that simply consolidating the numbers is not enough. For Gauri, understanding the day-to-day operations of the business is fundamental to being an effective finance leader.

    Gauri estimates that only 40% of her role is running and reporting the numbers, while the other 60% is influence: aligning sales with operational capacity, helping R&D and supply chain make better decisions, building contractual protections around uncertain programs, and keeping teams focused on the same business outcomes. She also shares how Genezen uses probability-weighted pipelines, weekly flash reporting, and a 13-week cash plan to manage uncertainty.

    The broader lesson for FP&A is that you have to become a strong business professional before becoming an effective finance professional. As AI is increasingly used for reporting and analysis, understanding operations, challenging assumptions, influencing people, and knowing what is happening behind the numbers is becoming more valuable.

    Key Moments

    ● FP&A has to understand how the business actually operates. In a high-risk environment, knowing the numbers without understanding operations makes it difficult to identify the real risks and opportunities.
    ● Influence can matter more than reporting. Gauri describes her role as roughly 40% running the numbers and 60% influencing R&D, operations, sales, and supply chain.
    ● Finance connects the organization. When sales forecasts demand that operations cannot deliver, finance is uniquely positioned to bring teams together and reconcile ambition with capacity.
    ● Forecasting uncertainty needs more than one forecast. Pipeline probabilities, contractual protections, bad-debt reserves, weekly flash reporting, and cash planning all work together.
    ● Contracts are part of financial planning. Upfront payments, cancellation provisions, and stage gates can protect capacity and capital when customer programs change unexpectedly.
    ● Cash can tell a different story from the P&L. Finance teams should challenge a strong-looking P&L by asking whether the same strength is actually showing up in the bank.
    ● How Genezen operates as a finance function with five people in accounting and a team of two in FP&A.
    ● AI raises the expectations placed on finance professionals. If reporting and basic analysis can increasingly be automated, junior finance professionals need to develop operational understanding, critical thinking, and cross-functional experience earlier in their careers.

    Timestamps
    08:18 - Why finance leaders need to understand operations, not just the numbers
    11:13 - Gauri's 40% numbers, 60% influence philosophy
    19:00 - When strategic misalignment needs a meeting, not an email
    28:03 - Using contracts and cancellation clauses to protect against revenue risk
    31:27 - How Genezen uses 50-90% probabilities to forecast its opportunity pipeline
    41:35 - Weekly flash reporting and managing a 13-week cash outlook
    50:41 - Why a good finance professional must first be a good business professional
    56:30 - Stop relying on your P&L and look at your cash flow statement

    Earn CPE Credit
    If you would like to earn CPE credit for listening to the show, visit https://earmarkcpe.com/fpa.
    Download the app, take a short quiz, and get your CPE certificate.

    Further Reading/Listening

    Gauri Tambe & the Genezen Leadership Team
    https://www.genezen.com/about-us/meet-the-team/

    Genezen - Cell & Gene Therapy CDMO
    https://www.genezen.com/

    Pitt Hopkins Research Foundation
    https://pitthopkins.org/

    Sarah discusses her daughter's Pitt Hopkins diagnosis in the episode and the role foundation-funded research can play in advancing rare-disease therapies

    1 hr 1 min
  8. The $100M Revenue Mistake Everyone Missed

    Episode 214

    Show notes

    For FP&A, the most dangerous revenue number may be the one that looks credible enough not to question.

    A $100 million acquisition was just three weeks from closing. The target had been audited, the opinion had come back clean, and the deal looked compelling. Then Devon Coombs, CPA, spent a weekend digging through the contracts and came back with a very different conclusion: the revenue story did not match the contractual rights and cash flows underneath it.

    In this episode of FP&A Today, Devon explains why FP&A cannot automatically treat invoicing as revenue, how principal-versus-agent decisions can make the same transaction appear as either $100 or $3 of reported revenue, and why worsening cash flow can reveal problems that a strong top line hides. The conversation also looks ahead to AI and consumption-based pricing, where minimum commitments, usage, overages, invoicing cadence, and contract structure can make forecasting and revenue recognition substantially more complex.

    The bigger lesson for FP&A is simple: understanding revenue means understanding the contracts and economics behind the number, not just the number itself.

    Key Moments

    • Revenue and cash flow need to tell a coherent story. Rising revenue and income should trigger questions when operating cash outflows continue to deteriorate.
    • An invoice is not automatically revenue. Recognition depends on contractual rights, performance obligations, and when those obligations are actually satisfied.
    • Gross versus net revenue can dramatically change the top line. The same $100 transaction could result in $100 or $3 of reported revenue depending on the company's role in the transaction.
    • Good diligence starts before management explains the numbers. Devon describes looking at the financials first, forming an independent view, and then going directly to the underlying contracts.
    • Contracts are an FP&A input, not only an accounting or legal document. Pricing, billing, and commercial terms can materially affect forecasts and the economics FP&A is trying to model.
    • Standardization reduces revenue risk. Clearer offerings, pricing structures, contracts, and RevRec processes make it easier to scale without discovering problems during a transaction.
    • AI and consumption pricing are changing the forecasting problem. Minimum commitments, overages, usage, breakage, and billing cadence can produce very different revenue patterns.
    • Finance teams need a revenue architecture strategy. FP&A should understand how pricing, contracts, billing, revenue recognition, and forecasting fit together as one system.

    Timestamps

    05:29 — Should the same transaction produce $100 of revenue or $3?
    08:15 — Why invoicing does not necessarily equal revenue
    12:30 — The $100M acquisition everyone wanted to move forward with
    17:58 — Devon's diligence method: start with the numbers, then read the contracts
    18:42 — How the buyer avoided a $100M mistake
    40:40 — Why SaaS, AI, and consumption-based pricing are changing the revenue model
    48:45 — Practical steps for aligning offerings, contracts, and RevRec
    56:05 — The revenue architecture question every FP&A team should be asking

    Earn CPE Credits

    If you would like to earn CPE credit for listening to the show, visit earmarkcpe.com/fpna. Download the app, take a short quiz, and get your CPE certificate.

    Further Reading/Listening

    Devon Coombs — Website & Resources:
    https://www.devoncoombs.com/

    Connect with Devon on LinkedIn:
    https://www.linkedin.com/in/devoncoombs/

    The 10 Laws of Finance:
    https://www.devoncoombs.com/book

    1 hr
  9. 50% of your job needs to be finance transformation: Anders Liu-Lindberg

    Episode 213

    Show notes

    Top FP&A business consultant Anders Liu-Lindberg joins FP&A Today four years after his first appearance on the show to talk about the radical changes in FP&A and CFO transformation over that period. In the time since, Anders has cemented his reputation as one of the most in-demand consultants for finance transformation, sharing his practical, on-the-ground experience.

    • 4 years on: what's changed in FP&A transformation
    • How career-minded FP&A professionals are enjoying the best era ever
    • A real example of a finance transformation that didn't land
    • 3 metrics to measure the impact of business partnering
    • Why CFOs should obsess over value

    If you would like to earn CPE credit for listening to the show, visit earmarkcpe.com/fpna. Download the app, take a short quiz, and get your CPE certificate.

    Further reading/listening

    Communicating Financials to Executives: by Anders Liu-Lindberg (Author), Christian Frantz Hansen

    FP&A Today: More than 12 ERP implementations later…Cindy Vindasius

    1 hr 7 min
  10. What boards really expect - from a CFO and Executive who isn’t coaching from the sidelines

    Episode 212

    Show notes

    Peter McKenzie, GM at a Blackstone portfolio company, professor at IESE Business School, and speaker at 50+ conferences across the world, talks frankly about executive presence for finance professionals, developed through 25+ years of C-suite experience He coaches FP&A teams and CFOs on what exactly separates the executives who get recognised from the ones who don't (Communicate with influence, not just authority and focus on strategy and what boards actually want).

    In this episode

    • What the board reads (and skips) in a board deck
    • What “business partnership” actually means
    • What knowing the numbers means
    • How to draw a narrative “red line”
    • Now that AI writes a competent narrative, what's the role for finance?

    58 min
  11. Goodbye to Glenn: Meet the new Host of FP&A Today

    Episode 211

    Show notes

    After two years in the host's chair, Glenn Hopper passes FP&A Today to its new host, Sarah Schlott: a 20-year FP&A leader. The two swap stories on their unlikely paths into finance (including Glenn's forgotten 2006 indie film ), then dig into what's next for the show: more curiosity, more challenging of FP&A's "sacred cows".

    Glenn's new book: The AI-Ready CFO: A Strategic Guide to Evaluating and Implementing AI, Automation, and Analytics https://www.amazon.com/AI-Ready-CFO-Evaluating-Implementing-Automation/dp/1394415885

    Two recommended follows for AI content

    https://www.youtube.com/@AIDailyBrief

    https://www.youtube.com/⁨@matthew_berman⁩

    42 min
  12. Lessons from a finance revolution at Mars, with Colin Moss

    Episode 210

    Show notes

    Colin Moss worked for more than 10 years at Mars, which produces some of the world's best-loved brands including Royal Canin, M&M’s and Snickers. In this role, he partnered with the global Finance leadership team to design to stand up the new FinTech function, strengthening the connection between Finance and IT and leading a portfolio of 40+ initiatives, establishing resource and financial management disciplines (before that he was at famed confectionary maker Cadbury). In 2025 he took the leap to set up his own business, CM Strategies working with organisations navigating growth and complexity, helping them redesign how the finance department partners with the business and builds capability .

    His message about the function of FP&A is resonant and powerful:

    “One of the ways that I've seen it described is that your business, and leadership team is, is the “head”, and FP&A is the “neck” because FP&A is showing that team where to look. In this context, FP&A is helping what's the context we're operating in? What's the strategy that we're executing against? And what does that mean for where we focus? What do we put our attention on? And that can be showing up in what KPIs we look at, but also what processes we need to improve.?”

    In this episode

    • Path to creation of my own business (in a “hard to leave” business)
    • Early audit roles as the foundation of my career
    • My early lessons about business partnership at Cadbury and Mars
    • Lessons from global finance transformation at Mars including KPI design and management reporting
    • Power of judgement in FP&A

    Find out more about CM Strategies at www.cmstrategies.co.uk

    46 min
  13. From Farm to FP&A: How California Dairies delivers 17 billion pounds of milk each year

    Episode 209

    Show notes

    We take a deep dive into the finances behind the agricultural and food beverage sector with Brad Mooney, Director of FP&A at California Dairies. FP&A drives success at California Dairies which produces 40 percent of California’s milk (300 family-owned and operated members ship 17billion pounds of high quality milk annually) and is a manufacturer of quality butter, fluid milk products, and milk powders (including Challenge and Danish Creamery and milk powder brand, DairyAmerica). In this episode former Marine Corps turned FP&A leader Brad Mooney talks:

    • Building the plane as we flew it building FP&A
    • The metrics of “Timing yield and supply” at California Dairies
    • The Four Ps in finance building
    • Effectiveness of planning and forecasting in a supply-driven business
    • My view of FP&A Development
    • FP&A as therapist

    51 min
  14. From Ports to the Deal Table: How FP&A Earned a Seat at Peel Ports

    Episode 208

    Show notes

    In our first FP&A Today episode to cover the shipping, ports and haulage sector, we look at the FP&A powering Peel Ports Group, the second largest port operator in the UK, which manages the vital gateways powering the UK. Alex Roche has built the FP&A team at Peels Ports, based in Liverpool, England, which generates £800M spread across 10 divisions. The group has invested over £1.5 billion over the past decade in advanced logistics, cranes, warehouses, and terminal upgrades. Highlights of his nearly decade time at Peel Ports include Co-building the Group's FP&A function for a £400m-EBITDA multi-site, and developing formal evaluation models for two major commercial deals totalling £100m+, enabling better-informed investment decisions and a £7.5m increase in realised deal value

    In this episode:

    • The importance of volume in ports and how KPIs revolve around the metric
    • M&A at Peels Port and setting up the FP&A team and building models
    • FP&A recommendations around vertical integration with a new haulage business
    • The power of teaching others coming up in finance and accounting
    • Why Simon Sinek was right and FP&A should start with why
    • Board on Peace Brigades International UK as a finance trustee
    • Two favorite Excel functions

    46 min
  15. Scaling FP&A at RingCentral: Dan Newman

    Episode 207

    Show notes

    Dan Newman

    heads FP&A at RingCentral, a $2.5B public SaaS company (a platform for business phone, SMS, contact center, workforce engagement management, video collaboration, and messaging) , where he has overseen a period of 10X growth. Discussing a career comprising consulting, being a financial analyst at Salesforce, private-equity-backed startups, Dan discusses building financial models towards a sale, navigating the shift from 30% growth to efficiency, and AI processes.

    In this episode

    •

    Building the FP&A team at SchoolMessenger and pivoting to a sale

    •

    Joining RingCentral at a $250m run rate and a six-person FP&A team towards $2.5billion

    •

    Why revenue is rarely as simple as it looks

    •

    Business partnering in an age of efficiency in SaaS

    47 min
  16. Transforming FP&A at Fannie Mae into an “enterprise intelligence engine”

    Episode 206

    Show notes

    Caroline McAuliffe is Senior Vice President, Head of Corporate Finance (FP&A and Procurement) at Fannie Mae. In its Q1 2026 results, the government-owned mortgage giant boasted 33 consecutive quarters of profitability and $3.7B in net income in the quarter—delivered by a team of 7,000 employees. In this episode Caroline reveals the FP&A mindset and processes behind this success.

    • The career progression from audit to controllership, and FP&A
    • Combining procurement and FP&A
    • Shifting from an annual budget cycle to a 2-year rolling forecast
    • How AI is transforming repetitive low value work including AI “flash reports needed supporting 50 officers at Fannie Mae
    • Secrets to being a CTA (Challenging Trusted Advisor) at Fannie Mae

    43 min
  17. Marketing vs FP&A: adventures in business partnering

    Episode 205

    Show notes

    In the third in our series on finance business partnering we are joined by David Manela, who has had the role of CRO and CMO at Fiverr, Ideei, and Vivre. As managing partner and co-founder of Violet Growth he is in high-demand at some of the hottest scaling companies, designing a growth operating system that “speaks the CFO’s language from day one”. It is tailored to companies spending more than $10m annually on marketing and sales - with digital as the main growth channel.
    “Spending a dollar in marketing is no different than spending a dollar in infrastructure, on say a forklift that you might need for your warehouse. You need a return on a specific schedule, and you need a percentage of returns on that schedule. Don't start with a campaign, start with a financial goal.”

    In this episode on the highlights and lowlights of the FP&A relationship with marketing, David talks:

    • His background from audit to marketing and P&L responsibility at companies
    • Marketing as an “investment” not a “cost”
    • The power of getting a marketing forecast based on cohort behavior
    • Payback period and capital constraints at Fiverr
    • Disconnected and expensive mistakes in business partnering
    • The power of AI in marketing and finance

    50 min
  18. Sales vs. Finance: What Great Business Partnership Really Looks Like

    Episode 204

    Show notes

    Swati Bagri, head of FP&A for a major global FMCG company was told early in her career: “Either you are sales or you are helping sales”. In this second in our series of finance business partnership Swati, representing finance, is joined by Stephanie Troy, VP of Sales at Datarails, for a candid conversation with host Glenn Hopper about what sales leaders actually need from FP&A, and what great revenue-producing partnerships look like.

    In this special episode:

    • The dynamics of sales vs finance needs
    • Pipeline communication challenges
    • The problems with forecasting
    • Where lack of communication hurts sales and finance
    • What finance needs from sales leaders in budget season
    • Dealing with the Office of No

    54 min
  19. Finance Business Partnering, part 1: lessons from Ontex, P&G, and Gillette

    Episode 203

    Show notes

    Today on the show, we're launching a special series on finance business partnering - exploring different facets of modern finance business partnering. Today’s special guest is Tunc Tezel VP group FP&A, Ontax, bringing 30-years of lessons from Ontex, Pladis, British American Tobacco, Procter & Gamble, and Gillette - business partnering with marketing, sales, and operations to reach common goals and bringing some of the most popular CPG products to market.

    • From “spy” to “strategist” in business partnering
    • Secrets to storytelling
    • Embedded vs. centralised FP&A business partnering
    • Working capital as a partnering tool
    • Breaking bad news in business partnering
    • When business partnering breaks down

    52 min
  20. “If the data's wrong, it doesn't matter how advanced your model is" - Tom Hinkle on AI and data strategy in FP&A

    Episode 202

    Show notes

    Tom Hinkle, senior leader in data and analytics at TIAA, has built his career at the intersection of finance, technology, and strategy. He also has a budding YouTube channel (Tom's Data World, which includes instructional videos on Excel, SQL, and AI). He's worked extensively with Excel (is a Microsoft MVP) and SQL, as well as Tableau and Power BI, and has worked with major financial institutions, including Bank of America, Wells Fargo, and TIAA.

    "Nobody really gets excited about spending money on data governance. They get excited about machine learning, about AI, about data storytelling — everybody wants seminars on that. But data governance? At the end of the day, you're coming up with something you thought was right anyway, and then you're asking someone to spend more money just to make sure it's right."

    • Why data governance is the foundation of AI
    • Trust but verify challenges
    • The two sides of data governance: master data management vs. data quality and controls
    • How FP&A teams should think about their role as downstream consumers of data
    • Why domain expertise is still non-negotiable in the age of vibe coding
    • Tom's Minesweeper-in-Excel story, and what it taught him about prompting

    55 min