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Index/Finance/OneStream CPM Customer Success
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101: Building up Finance in Construction Companies

OneStream CPM Customer Success · 2026-04-08 · 12 min

0:00--:--

Key moments - from our scoring

Substance score

26 / 100

Five dimensions, 20 points each

Insight Density8 / 20
Originality6 / 20
Guest Caliber4 / 20
Specificity & Evidence5 / 20
Conversational Craft3 / 20

Construction finance operates under unique constraints: revenue spreads across long-term projects with evolving costs, data lives in multiple ERPs and job costing tools, and forecasting requires constant project-level reassessment. Andy Smetana walks through how two organizations addressed this complexity. ABC Construction Group faced growth outpacing its financial systems; multiple cost centers, dispersed data sources, and heavy reliance on spreadsheet reconciliation eroded confidence in numbers. Using OneStream and Nova Advisory's implementation approach, they redesigned dimensionality to match current organization structure, integrated multi-source data into a unified platform, and introduced controlled workflows. The result: faster reporting, reduced manual validation, better data confidence, and a scalable foundation. Atlas Solutions, larger and more decentralized, operated across 13 different ERPs with fragmented consolidation. Their OneStream implementation used extensible dimensionality to let each operating company maintain local views while contributing to standardized corporate reporting. The unified approach enabled consolidated analysis, backlog tracking across regions, and connected planning to historical results. Both examples demonstrate that construction finance leaders can move from fragmentation and manual process to structured, reliable, consistent data environments that free finance teams to focus on analysis and strategic decision support rather than endless reconciliation.

Key takeaways

  • →Construction finance complexity - spread across long-term projects with evolving costs - requires centralized data architecture and structured workflows, not incremental fixes layered onto fragmented systems.
  • →Unified platforms like OneStream with extensible dimensionality allow decentralized organizations to maintain business-unit autonomy while achieving consolidated reporting and a single source of truth.
  • →Implementing controlled workflows and integrated planning in a CPM platform shifts finance teams from data preparation and reconciliation toward higher-value project-level analysis and strategic guidance.
  • →Multi-ERP environments create manual reconciliation friction; consolidating into one platform reduces errors, improves data quality, and enables real-time backlog and profitability analysis critical to construction operations.
  • →Phased implementation approaches allow organizations to modernize financial foundations without disruption, preserving historical data and existing workflows while transitioning to more scalable models.

In this episode

  1. 1Construction Finance Complexity and System Challenges
  2. 2ABC Construction Group: Rebuilding Financial Foundation with OneStream
  3. 3Atlas Solutions: Unifying 13 ERPs Across Decentralized Operations
  4. 4From Manual Processes to Integrated Planning and Analytics
  5. 5Moving Finance Toward Strategic Decision Support

Mentioned

OneStreamNova AdvisoryAndy SmetanaABC Construction GroupAtlas Solutions

Topics in this episode

OneStream unified platformNova Advisory professional servicesConstruction project accountingCost-to-complete forecastingBacklog management and analysisMulti-ERP consolidationExtensible dimensionalityWorkflow automation for financial validationJob costing systemsCorporate performance management (CPM)

Questions this episode answers

What specific challenges do construction finance teams face that standard corporate finance systems don't address?

Construction finance must handle revenue and costs spread across long-term projects that evolve over time, require constant forecasting reassessment as projects develop, depend on project-level profitability analysis, and track backlog as a predictor of future revenue - all while data often lives in multiple ERPs, separate job costing tools, and spreadsheets that require heavy manual reconciliation.

How can finance leaders in decentralized construction organizations reduce fragmentation without forcing a single rigid system?

Using a unified platform with extensible dimensionality (like OneStream) allows each operating company to maintain its own data structure and local processes while contributing standardized data to consolidated corporate reporting, creating a single source of truth without sacrificing operational flexibility.

What workflow changes help construction finance teams move beyond reconciliation and toward strategic analysis?

Introducing centralized, controlled workflows in a unified platform guides data validation and reporting steps consistently across the organization, reducing manual steps, improving data confidence, and freeing finance teams to spend more time on project-level profitability analysis and supporting operational decision-making.

How does integrating planning capabilities into a construction finance platform change what analysis becomes possible?

When planning is unified with historical financial data in the same platform, finance teams can connect backlog, project performance, and other operational drivers directly to forward projections, enabling consolidated analysis across sectors and regions and more strategic guidance to leadership.

What is the business impact when construction finance moves from fragmented systems to a unified platform?

Organizations see faster and more consistent reporting, reduced manual reconciliation effort, improved data quality, higher user adoption as processes become clearer, and most importantly, leadership gains a consolidated view of organizational performance that supports better strategic decision-making.

What our scoring noted

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

Insight Density

8 / 20

The episode covers genuinely relevant challenges in construction finance (project accounting complexity, multiple ERPs, manual reconciliation) and presents reasonable solutions, but largely recycles standard industry wisdom about data consolidation and unified platforms without novel frameworks or counterintuitive insights. The two case studies are generic enough that a finance leader would recognize the problems but gain limited actionable specificity on how to solve them.

Financial performance isn't tied to a simple production cycle. Instead, it's spread across long-term projects that evolve over time.
Over time, these layers create friction. Data has to be reconciled manually. Reporting timelines stretch confidence in the numbers can start to erode.

Originality

6 / 20

The episode presents a entirely conventional narrative: fragmented systems → unified platform → better reporting. There are no contrarian takes, no first-principles questioning of whether OneStream is the right fit for all construction companies, and no exploration of trade-offs or implementation risks. The solutions are predictable and reflect standard vendor-led transformation thinking rather than fresh or provocative analysis.

A unified platform addresses these challenges by bringing data process and reporting into a single environment.
With centralized data management, finance teams can rely on a consistent version of the truth.

Guest Caliber

4 / 20

The episode features no external guests; it is a monologue by Andy Smetana from Nova Advisory, a OneStream implementation partner. While Smetana may have relevant experience, the absence of external practitioners (CFO, controller, or project manager from construction companies) severely limits credibility. The speaker has structural incentive to present OneStream favorably, and there is no voice representing actual customer decision-making or skepticism.

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

5 / 20

The episode references two anonymized case studies (ABC Construction Group and Atlas Solutions) with only high-level descriptions of challenges and outcomes. No specific metrics, financial impact data, implementation timelines, costs, or quantified improvements are provided. The vague references to '13 different ERPs' and generic claims like 'reporting became more efficient' lack the concrete numbers and named examples that would demonstrate real-world impact.

Atlas had grown into a network of operating companies each with its own systems and processes. There are 13 different ERPs in place, along with multiple charts of accounts and reporting structures.
The team had greater confidence in the numbers they were producing, and they were able to spend less time reconciling discrepancies.

Conversational Craft

3 / 20

This is not a conversation; it is a prepared monologue with no host-guest interaction, follow-up questions, or pushback. There are no moments where assumptions are challenged, trade-offs explored, or listener objections addressed. The tone is purely promotional and lacks any critical inquiry or debate that would characterize strong conversational podcast craft.

Welcome to the CPM Customer Success Podcast, where we help office of finance leaders enable an exact solution to enhance their corporate performance.
In this episode, we'll walk through two transformation stories from construction focused organizations.

Conversation analysis

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

Most-used words

data20finance19reporting15customer13success13organization13construction12across11systems10financial10onestream9platform9complexity9structure9nova8advisory8

Episode notes

Construction finance is inherently complex, driven by long-term projects, evolving cost structures, and decentralized systems that don't always scale with growth. In this episode, we break down how finance leaders in construction and infrastructure organizations are modernizing their approach to reporting, data management, and forecasting through two real-world case studies.

Full transcript

12 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. If you're leading finance in a construction or infrastructure organization, complexity is part of the operating model. It shows up in project accounting, cost tracking, backlog management, and forecasting.

It's present in how systems are structured across business units and in how data flows from the field financial reporting. As organizations grow. Whether organically or through acquisition, that complexity tends to compound. Finance is expected to bring structure to that environment, not just to report on performance, but to provide clarity, consistency, and confidence in the numbers that leadership depends on.

In this episode, we'll walk through two transformation stories from construction focused organizations. Each one faced a different type of financial complexity, and in both cases, the combination of a unified platform and thoughtful implementation design helped bring a more controlled and scalable approach to finance. Construction. Finance operates differently.

For most industries, financial performance isn't tied to a simple production cycle. Instead, it's spread across long-term projects that evolve over time. Revenue recognition depends on progress costs shift As projects develop, forecasting requires a constant reassessment of what's complete and what remains. Because of this, finance leaders are often working to answer questions that go beyond standard reporting.

They're trying to understand where profitability is coming from at a project level, whether costs to complete estimates are still reliable, and how accurately backlog reflects future revenue. At the same time, the underlying data is rarely centralized. Many organizations operate with multiple ERP systems, separate job costing tools and reporting processes that rely heavily on spreadsheets. Over time, these layers create friction.

Data has to be reconciled manually. Reporting timelines, stretch confidence in the numbers can start to erode The structure supporting the finance team hasn't kept pace with the complexity of the business. So today's first CPM customer success story. Centers on a construction infrastructure services company that have reached a point where growth was beginning to outpace its financial systems.

We'll refer to them as a BC construction group. A B, C was expanding its operations and evolving its organization structure. New cost centers were being introduced, reporting expectations were increasing, and data was coming from a wider range of systems despite that progress. On the operational side, the financial environment remained difficult to manage.

The team spent a significant amount of time validating data across sources, reconciling their accounts, and preparing reports. Delivering timely insights to stakeholders was becoming more challenging, and confidence in the underlying data was not where it needed to be. There was also an added constraint the organization needed to modernize without losing data or disputing existing workflows. That requirement made a simple system replacement unrealistic.

So instead of layering incremental fixes onto an existing environment, a, b, C chose to rebuild its financial foundation in a more structured way. Using OneStream Nova Advisory helped the organization redesign its application to better reflect how the business actually operates. Dimensionality was updated to align with the current organization structure and data from multiple sources, both historic and ongoing, was integrated into a single platform. Just as importantly, workflows were introduced to guide how data is validated and how reporting is completed.

This created a more consistent process across the finance function, reducing reliance on informal or manual steps. The implementation followed a phased approach, which allowed the business to continue operating without disruption while gradually transitioning to the new model. With the new structure in place, a, b, C saw a meaningful shift in how finance operated reporting became more efficient, and the process of validating data was more controlled. The team had greater confidence in the numbers they were producing, and they were able to spend less time reconciling discrepancies at a broader level.

The organization now had a platform that could scale with its growth. As structures evolve or new requirements emerge, the system's designed to adapt without requiring a complete rebuild. In construction growth introduces complexity faster than systems can absorb it. Addressing that gap requires not only improving reporting speed, but also introducing a foundation that aligns with how the business is structured and how it plans to grow.

The second CPM customer success story for this week involves a larger, more decentralized organization operating across multiple construction and infrastructure businesses. We'll refer to this organization as Atlas Solutions. Atlas had grown into a network of operating companies each with its own systems and processes. There are 13 different ERPs in place, along with multiple charts of accounts and reporting structures.

From a finance perspective, this created a fragmented environment. Consolidating results require significant manual effort and inconsistencies between systems often led to errors or delays. It was difficult to view the organization as a single entity, which limited the ability to analyze performance at a consolidated level. At the same time, the company was continuing to grow without a more scalable approach, the complexity would only increase.

Leadership recognized that the issue wasn't limited to reporting inefficiencies. The organization lacked a centralized structure for managing their financial data. What was needed was a platform that could bring consistency across operating companies while still accommodating the differences in how each business functioned. With OneStream and Nova Advisory Atlas implemented a unified platform for consolidations, reporting and planning.

The system was designed to handle multiple business structures through extensible dimensionality, allowing each operating company to maintain its own view of the data while still contributing to a standardized corporate structure. Workflows were introduced to guide data collection and validation, creating a more consistent process across the organization. In addition, planning capabilities were integrated into the same platform, allowing finance to connect historical results with forward-looking projections.

This also enabled a new form of analysis. Including the ability to evaluate backlog across sectors and regions and important capability in construction environments. The shift to unified platform had a noticeable impact. Atlas gained a single source of truth for its financial data.

It reduced the need for manual reconciliations and it improved the overall data quality. Reporting became more consistent and adoption increased across operating companies. As processes became clearer and easier to follow, perhaps most importantly, leadership could now view the organization holistically. Instead of piecing together information from different systems, they had access to a consolidated view that supported better decision making.

Decentralized construction organizations often accept fragmentation as a given. This example shows it's possible to introduce structure without sacrificing flexibility, creating a more cohesive finance function across the enterprise. The patterns in these CPM customer success stories are consistent with what many finance leaders in construction experience. Their systems evolve over time, often independently across their business units.

The reporting processes become more manual. As complexity increases and as the organization grows, it becomes more difficult to maintain a clear and consistent view of their performance. A unified platform addresses these challenges by bringing a data process and reporting into a single environment. And with centralized data management, finance teams can rely on a consistent version of the truth.

With structured workflows, they can ensure that processes are followed and data is validated. And with integrated planning capabilities, they can connect financial results to operational drivers like backlog and project performance. When these elements come together, the role of finance begins to shift. Instead of focusing primarily on data preparation and reconciliation, teams are able to spend more time analyzing results and supporting the business.

They can engage more directly with operations, provide insights into project performance, and contribute to strategic planning. This is particularly important in construction where financial outcomes are closely tied to operational execution. Having timely, reliable information allows finance to play a more active role in guiding decisions. Construction finance will always involve a degree of complexity.

The nature of the business requires it. The question is whether that complexity is managed in a way that supports clarity and control, or whether it creates friction and uncertainty. The organizations we discussed today took a structured approach to addressing that challenge by implementing OneStream and aligning their systems with their business needs, they established a more reliable foundation for reporting, planning, and analysis. For finance leaders, the opportunity is to move towards that same level of structure.

Creating an environment where data is consistent, processes are controlled, and insights are readily available. 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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