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Building the Digital Core: The Foundation Modern CFOs Need for AI To Deliver Value

Operating as the Finance Architect, chief financial officers (CFOs) are racing to design a modern finance function capable of realizing the value of artificial intelligence (AI). Some are already there, with automated workflows, integrated systems and AI woven into daily operations. Many others are still running the business out of Excel pivot tables.

The gap between intent and impact is rarely about ambition or budget, but rather a result of technology paralysis and uncertainty about where to start — the foundation. Before AI, dashboards or predictive analytics can move the needle, finance leaders need a working digital core.

The term “digital core” itself gets used loosely. It shows up in vendor pitches, board decks and strategy documents, often as a stand-in for "our technology," and treating it that way is one major reason finance transformation efforts stall.

What Is the Digital Core?

While other organizations have coined their own definitions, a digital core is often used to describe an enterprise-wide technology stack. Cherry Bekaert defines the digital core more specifically as the connected foundation that enables any organization to operate on a single, current and reliable view of itself. It sits at the center of the finance function, and it determines whether reporting, analytics and AI produce trustworthy output.

Two components make up the core: (1) people and process and (2) base technology.

1. People and Process

People and process refer to standardized workflows that are automated where possible, a workforce that understands the systems in front of them, and defined roles that keep the process running consistently. This layer often gets overlooked because leaders do not associate people and process with "digital" — but without them, no technology investment holds.

2. Base Technology

Are the right systems talking to one another? This often means an AI-ready enterprise resource planning (ERP) system integrated with outside sources, a customer relationship manager (CRM) connected to core financials, and the underlying platforms that tie operations, billing and reporting together.

Together, People and Process Plus Base Technology Form the Digital Core.

When both components are working properly, finance can answer a question once and trust the answer. When either is missing, the same question produces different numbers depending on which system generated the report. 

Components of the Digital Core: People & Process and Base Technology graphic

What the Digital Core Is Not

The digital core is not reporting and analytics. It is not a flashy dashboard project, a data lake or an AI initiative. Those capabilities are what the core makes possible, not the core itself.

This distinction matters because most middle-market organizations often invest in the visible layer first. They buy a new business intelligence (BI) tool or pilot an AI use case, only to discover that the outputs cannot be trusted because the systems feeding them are disconnected and the underlying processes are inconsistent. AI is not a shortcut around a weak digital core. It is a multiplier of whatever sits beneath it.

Why the Digital Core Matters Now

Every industry can benefit from a strong digital core, but professional services firms feel its absence more acutely than most. Unlike technology or industrial companies, professional services firms do not have a product to align behind. As the firm grows, HR, time and billing, and collections often reside in separate systems that were never designed to communicate with one another.

Our professional services Middle-Market CFO Survey snapshot reinforces the pattern. Professional services firms are 50% more likely than any other industry to call data integration their biggest problem. When revenue depends on utilization and realization, disconnected systems do not just slow the firm down. They hide where the margin is leaking.

The constraint on fixing it is not financial. Internal expertise, not budget, was cited by 58% of finance leaders as the primary barrier to modernization. Leadership teams have grown up in the business, meaning they understand the business, but may not always understand the technology. Closing that gap is often more urgent than acquiring the next tool.

How To Develop the Digital Core

Building the digital core is a sequenced set of foundational decisions that make later investments possible. Some practical steps are to:

  • Start With Process, Not Software: Standardize the workflows the business already runs before selecting new technology. An ERP layered on top of manual workarounds inherits every one of them.
  • Define the Source of Truth: For each critical metric — utilization, realization, days sales outstanding (DSO), revenue recognition — name the system that owns it and the rules that govern how it flows to the others. 
  • Integrate the Base Stack: ERP, professional services automation (PSA) system and CRM should exchange data through defined connections, not spreadsheets and manual reconciliation. 
  • Cleanse and Govern the Data: Identify the data that matters, establish governance and clean it before it feeds any downstream reporting.
  • Invest in the People Who Will Operate It: Underinvestment in skills is where modernization most often stalls, even when the technology performs.

What This Looks Like for Professional Services Firms

Order-to-Cash Cycle

The same principles apply, but professional services firms have a natural entry point with the order-to-cash (O2C) cycle. O2C touches pricing, utilization, billing, and collections all at once, which means fixing it produces measurable return on investment (ROI) quickly and builds the internal case for continued investment. Sequencing work in 30/60/90-day sprints tied to days-to-bill, time-to-decision and DSO gives leadership visible proof points along the way.

Accounts Receivable

A second entry point is accounts receivable (AR). Applying AI to DSO management helps firms tighten collections, reduce write-offs and free up working capital without waiting for a full-stack transformation to finish.

Mergers and Acquisitions (M&As)

For firms navigating M&A and consolidation — currently a focus for a large part of the industry — a strong core is crucial. A reputable M&A playbook, a formalized chart of accounts and automated processes should be in place before the next deal closes, so integration does not multiply the disconnected systems the core is meant to eliminate.

What Comes After the Digital Core

Once the core is in place, the finance function can move into what the base technology was always meant to enable: reporting and analytics powered by data governance, dashboards, advanced analytics and AI.

The AI-ready finance function rests on three pillars: a modern digital core, trusted data and a digitally fluent organization. Trusted data means one source of truth. Too often, teams run different reports out of different systems and get entirely different answers. Closing that gap is what makes AI outputs usable.

A fluent organization means leadership that understands why modernization matters and is willing to invest both time and dollars in it. Not long ago, a modern finance function was described as a competitive advantage. Today, standing still is a competitive disadvantage.

When deciding where to apply AI inside the core, work through a four-part lens:

  • People: Right skill sets, trained on the AI already built into modern platforms
  • Process: Standardized and automated where the human-in-the-loop can be removed
  • Data: A governance structure that lets AI pull the right data at the right time
  • Technology: AI connectors that link CRM, ERP and accounting modules into one connected environment

The Bottom Line

The digital core is the difference between a finance function that reports on the past and one that guides the future. It is not analytics, and it is not AI. The digital core encompasses the people, processes and integrated technology that make analytics and AI worth investing in.

Let Us Be Your Guide Forward 

Are you delaying the modernization of the finance function? Cherry Bekaert’s CFO Advisory professionals offer a complimentary Finance Modernization Assessment — a focused, structured conversation that identifies which process to tackle first, what technology gaps exist and where AI can deliver value fastest.

Request a Free Assessment

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