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Index/Finance/OneStream CPM Customer Success
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102: Taking Inventory of Finance at Retail Companies

OneStream CPM Customer Success · 2026-04-16 · 11 min

0:00--:--

Key moments - from our scoring

Substance score

30 / 100

Five dimensions, 20 points each

Insight Density9 / 20
Originality6 / 20
Guest Caliber2 / 20
Specificity & Evidence10 / 20
Conversational Craft3 / 20

Retail finance teams operate in a state of constant change, contending with volatile supply chains, pricing pressures, and shrinking margins while expected to deliver real-time insights that guide inventory, pricing, and growth decisions. The episode identifies five interconnected pain points: fragmented data across point-of-sale, inventory, and ERP systems; time consumed by data preparation and reconciliation rather than analysis; limited visibility into store and product performance drivers; misalignment between finance and operations working from different data sets; and reliance on Excel-heavy manual processes. Andy Smetana from Nova Advisory, a OneStream diamond implementation partner, then walks through two retail customer stories. Warehouse Inc., a global operator of 800+ warehouses, consolidated 90+ spreadsheets and multiple legacy systems (Hyperion, various ERPs) into OneStream, reducing cash flow reporting from 5 - 7 days to automated system-driven processes and freeing 25% of finance team time from manual work. Maverick Tools, a century-old multi-channel retailer, transformed account reconciliation from scattered Excel files and manual audit preparation into a fully integrated OneStream process with continuous balance updates, automatic zero-balance identification, and built-in audit reporting. Both stories illustrate the operational shift from patching fragmented tools to building unified platforms.

Key takeaways

  • →Retail finance environments built around legacy systems and multiple ERPs create fragmented data that forces teams to stitch information together manually, diverting resources from analysis to administrative work.
  • →Implementing a unified CPM platform like OneStream across financial close, consolidation, planning, and reporting enables real-time visibility, eliminates version control issues, and allows both finance and operations to work from a single source of truth.
  • →Cash flow reporting and account reconciliation - historically time-consuming Excel-driven processes - become automated and continuous within a unified system, freeing 20 - 25% of finance team capacity for higher-value strategic work.
  • →Retail organizations with thousands of stores or multiple ERPs can scale guided, controlled budgeting workflows (serving 4,000+ users) more reliably than decentralized spreadsheet models that risk data integrity and audit compliance.
  • →Automated identification of zero-balance accounts and continuous balance updates eliminate unnecessary reconciliation effort while improving transparency, auditability, and compliance readiness for external audits.

In this episode

  1. 1Retail Finance Challenges: Fragmented Data and Manual Processes
  2. 2The Case for Unified CPM Platforms in Retail
  3. 3Warehouse Incorporated: Consolidating 90+ Spreadsheets into OneStream
  4. 4Maverick Tools: Modernizing Account Reconciliations and Audit Processes

Mentioned

OneStreamNova AdvisoryAndy SmetanaHyperionExcelSAP

Topics in this episode

OneStream unified platformPoint of sale systemsERP system consolidationHyperion legacy consolidation toolsAccount reconciliation automationCash flow reportingExcel-based manual processesBudget consolidation and planningFinancial close automationRetail supply chain complexity

Questions this episode answers

What are the main financial and operational challenges facing retail companies?

Retail organizations struggle with fragmented data across point-of-sale, inventory, and ERP systems; excessive time spent on manual data preparation instead of analysis; limited visibility into which stores, products, and promotions drive performance; misalignment between finance and operations working from different data versions; and heavy reliance on Excel-based manual processes and reconciliations.

How did Warehouse Inc. improve its cash flow reporting timeline?

Warehouse Inc. reduced cash flow reporting from 5 - 7 days to real-time automated processing by replacing 90+ spreadsheets and legacy consolidation tools (Hyperion) with OneStream, enabling system-driven roll forwards instead of complex Excel workbooks prone to failure.

What percentage of finance work was reallocated to value-added analysis after implementing OneStream?

Warehouse Inc. reallocated approximately 25% of finance team time from manual administrative work to higher-value analysis and decision-making after consolidating their fragmented systems into OneStream.

How did Maverick Tools simplify account reconciliation?

Maverick Tools moved from manual, file-based Excel reconciliations with screenshots as audit evidence to a fully integrated OneStream process with continuous ERP-tied balances, automatic zero-balance identification (eliminating ~20% of reconciliation work), and built-in audit reporting.

What is a single source of truth and why does it matter in retail finance?

A single source of truth means all users access the same unified data, eliminating debate over conflicting numbers across systems and enabling finance and operations teams to make decisions aligned to the same business reality.

What our scoring noted

Our reviewer’s read on each dimension, with quotes from the episode.

Insight Density

9 / 20

The episode identifies legitimate retail finance challenges (fragmented data, manual processes, slow reporting) and presents a coherent unified platform argument, but relies heavily on generic problem-solution framing without deep tactical insight. The specific metrics provided (90 spreadsheets, 4,000 users, 25% time reallocation, 20% auto-eliminated reconciliations) add some substance, but most claims remain at the strategic/architectural level rather than operational detail that would teach a CFO or finance leader something actionable.

fragmented data and retail organizations often have one system for their point of sales. They have another system for their inventory. They've got multiple ERPs across the regions
about 25% of time has been reallocated from manual work to value added analysis

Originality

6 / 20

The core thesis - that fragmented legacy systems slow finance and unified platforms solve the problem - is entirely standard in the CPM/enterprise software space. The framing of 'finance needs to shift from data gathering to analysis' and 'single source of truth' are recycled industry talking points. No contrarian insights, first-principles reasoning, or genuinely fresh perspective on retail finance challenges or solutions are offered.

Instead of analyzing performance, teams are stuck gathering, cleansing, and reconciling their data
Finance and operations are no longer debating whose numbers are correct. Everyone's working from the same data

Guest Caliber

2 / 20

The episode features only the host, Andy Smetana from Nova Advisory, a OneStream implementation partner. No independent retail finance executive, CFO, or operations leader is interviewed. The host is a professional services vendor with direct financial incentive to promote OneStream, which severely undermines credibility. No third-party validation or operator perspective is present.

Hi, I'm your host, Andy Smetana from Nova Advisory. Nova Advisory is a 100% OneStream professional services diamond implementation partner
We help OneStream customers and prospective OneStream customers get the most out of their OneStream investments

Specificity & Evidence

10 / 20

The episode includes concrete metrics (800+ warehouses, 90 spreadsheets, 4,000 users, 25% time reallocation, 5-7 days to 1 day+ cash flow reporting, 20% auto-eliminated reconciliations) and names two customer archetypes (Warehouse Inc., Maverick Tools). However, the companies are anonymized, no financial impact figures are provided, no timeline is given for implementations, and no specific process workflows or technical details are explained. Claims lack depth and verifiability.

operating more than 800 warehouses across multiple continents
the reporting process included over 90 spreadsheets across internal and external reporting

Conversational Craft

3 / 20

This is a monologue with no conversation, guest pushback, or challenging questions. The host presents a linear problem-solution narrative with no moments of genuine inquiry, doubt, or exploration of tradeoffs. There are no follow-ups, disagreements, or deeper dives into why certain approaches work or fail. It reads as a polished sales presentation rather than substantive discussion.

So let's start with a company we'll call Warehouse Incorporated
We see this play out clearly in the CPM customer success stories we're about to talk about

Conversation analysis

Computed from the transcript - who did the talking, and the words that came up most.

Most-used words

data16finance14customer13success13retail13reporting11teams10system10across9process9advisory8reconciliations8nova7onestream7manual7organizations6

Episode notes

In our latest CPM customer success episode, we take a closer look at the realities of finance and operations inside modern retail organizations. From rapidly shifting consumer demand to margin pressure and supply chain volatility, the environment is intricate, and finance needs to keep up with real-time insight and strategic guidance. Through two real-world transformation stories, we show what happens when organizations move away from patchwork processes and toward a more unified, scalable approach.

Full transcript

11 min

Transcribed and scored by The B2B Podcast Index.

Welcome to the CPM Customer Success Podcast, where we help office of finance leaders enable an exact solution to enhance their corporate performance. Without spending countless nights and weekends in the office. Hi, I'm your host, Andy Smetana from Nova Advisory. Nova Advisory is a 100% OneStream professional services diamond implementation partner.

We help OneStream customers and prospective OneStream customers get the most out of their OneStream investments. For CPM customer Success listeners, we now have a weekly email newsletter to keep you informed on the latest CPM customer success news by subscribing today. We'll keep you informed on episode releases, including customer success stories. OneStream interviews and capabilities to keep you up to date about one Stream's unified platform for finance.

You can check that out now at Nova Advisory's website, Nova advisory.com/podcast and subscribe to the CPM Customer Success podcast newsletter today. Today we're diving into the reality of retail, finance, and operations and why so many teams feel like they're constantly one step behind. We'll unpack the core challenges that retail organizations are dealing with right now, and then we'll walk through two real world CPM customer success stories that show what happens when those challenges are addressed the right way.

Let's start with the big picture, though. Retail businesses are operating in a constant state of change. Consumer demands shift quickly. Supply chains are unpredictable.

Pricing pressures are everywhere, and margins are tighter than ever. Now. Layer on top of that, the expectations placed on finance, the teams expected to provide real time insights, support, operational decisions, and guide pricing, inventory, and growth strategy. The problem is most finance environments weren't built for that.

One of the biggest challenges we see at no advisory is fragmented data and retail organizations often have one system for their point of sales. They have another system for their inventory. They've got multiple ERPs across the regions, or they've acquired organizations with various ERPs, and they ended up with separate tools for planning and reporting as well. So when finance needs a full picture of the business, they're pulling data from everywhere, and then they're stitching it together manually.

That leads directly into the second challenge, time lost to data preparation. Instead of analyzing performance, teams are stuck gathering, cleansing, and reconciling their data, and by the time the numbers are ready, they're already outdated. We see this clearly in large retail environments. Then there's an issue of limited visibility into what's actually driving business performance.

Retail leaders need to understand which stores are underperforming. Which products are eroding their margins and how promotions are impacting profitability. But when data lives in disconnected systems, getting those answers quickly or confidently is incredibly difficult. Another major challenge we see is the disconnect between finance and operations.

Operation teams are making daily decisions about their inventory levels, their store performance, and promotions. Meanwhile, finance is working off consolidated, often delayed data. So instead of operating from a shared view of their business, teams are reacting to different versions of reality. And finally, there's the issue that quietly causes the most pain, manual processes and reconciliations, at many retail organizations.

These critical processes are still handled in Excel. When you step back, none of these problems are surprising. Retail has evolved faster than the system supporting it. But what does better actually look like?

At a high level leading retail organizations are moving towards a much more unified approach. Instead of managing financial close planning, reporting, and reconciliations across separate tools, they're bringing everything together into a single platform like OneStream. It's an operating model shift because when your data is unified and your processes are automated, a few things happen. First, you get a single source of truth.

Finance and operations are no longer debating whose numbers are correct. Everyone's working from the same data. Second, you dramatically reduce manual work tasks like consolidations, reconciliations and reporting become system driven instead of spreadsheet driven. And third, you gain speed and flexibility.

Forecast can be updated more frequently. Scenarios can be modeled quickly, and insights are available when they're actually useful. We see this play out clearly in the CPM customer success stories we're about to talk about. So let's start with a company we'll call Warehouse Incorporated.

This is a great example of what happens when complexity quietly builds over time. Warehouse Inc. Is a global retail organization operating more than 800 warehouses across multiple continents. Like many large retailers, their finance environment evolved piece by piece.

They're running multiple ERP systems using legacy consolidation tools like Hyperion and relying heavily on Excel and other reporting platforms to fill the gaps. At one point, the reporting process included over 90 spreadsheets across internal and external reporting. Now, spreadsheets aren't the problem by themselves. The problem is what comes with them.

You've got version control issues, manual data movement, and a constant need to reconcile numbers across systems over time. That creates layers of complexity that slow everything down. Even though Warehouse Inc had a relatively fast closed process, which is around a day and a half. It was becoming increasingly difficult to maintain reporting required significant manual effort and reviewing results meant digging through multiple files and systems to understand what was actually happening.

At the same time, the business was growing more locations, more data, more users. The existing system simply wasn't designed to scale at that level, so they made a decision that a lot of organizations eventually face instead of continuing to patch the process. They replaced the foundation. They implemented one stream across financial close, consolidation, reporting and planning.

They built a unified system where financial results, budgets, and forecasts all live together. Data flows directly from source systems into a standardized model, and users across the organization can interact with that data in a consistent way. More than 4,000 users globally are now entering budget data directly into the platform. That's a massive shift from decentralized spreadsheets to a controlled guided process.

But the real story is what changed day to day? Cash flow reporting, which previously took five to seven days and relied on complex Excel workbooks that could fail or crash. They're now handled directly in the system with automated roll forwards. Warehouse managers who used to struggle with budgeting tools now have intuitive dashboards and guided workflows that make it easier to input and understand their numbers.

And across the finance team, about 25% of time has been reallocated from manual work to value added analysis, better decisions made with better data at the right time. For our second CPM customer success story for this week, let's take a look at a company we'll call Maverick Tools, which highlights a different but equally important side of retail finance. This is a hundred year old retailer with a global footprint. They operate across wholesale, retail, and service lines with thousands of stores worldwide.

Their main challenge was control and visibility. Particularly around account reconciliations. Before modernizing the reconciliation process was entirely Excel based. Teams were manually preparing and storing reconciliations, often saving files to local networks, which made it difficult to maintain consistency or transparency.

If someone needed to validate a balance, they often had to pull a screenshot from SAP as supporting evidence. Status tracking was manual, which meant compliance teams had to spend time chasing updates and verifying progress. And when it came time for audits, the process became even more complex. Teams had to manually compile and provide reconciliation documentation to their external auditors, which created additional workloads and increased the risk of errors.

By working with Nova Advisory to implement one stream for account reconciliations, Maverick tools fundamentally changed how the process worked. Reconciliations are now fully integrated into their financial system with balances automatically tied back to their ERP data instead of static spreadsheets. Balances update continuously throughout their close process. Even hourly in some cases, which gives their teams real time visibility into where things stand.

The platform also provides built-in audit reporting, eliminating the need to gather supporting documentation manually. One of the more interesting outcomes is how much unnecessary work was eliminated. The system automatically identifies accounts with no activity or zero balances, meaning about 20% of reconciliations require no action at all. That's a significant reduction in effort, especially at scale, just as important.

The process is now transparent and auditable from end to end. No more chasing files, no more relying on screenshots. No more guessing where things stand. When you look at these stories.

The takeaway is pretty straightforward. Retail finance struggles when the environment has outgrown the system, supporting it, whether it's a global retailer simplifying a complex reporting environment or a long established organization bringing structure to manual processes. The pattern is the same. When you unify your data, automate the work that slows you down and give teams real time visibility, everything changes.

Finance stops chasing numbers, and starts driving the business. Thanks for joining us for this episode of CPM Customer Success Reminder to check out the CPM Customer Success Weekly email newsletter to stay informed of the latest CPM customer success episodes and OneStream News. You can check that out now at the Nova Advisory website, Nova advisory.com/podcast and subscribe to the CPM Customer Success podcast email newsletter today.

Thanks again for listening, and I'll catch you next week for another episode of CPM, customer Success.

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