By Marcel Syriani, COO, DATABASICS, Inc.
Expense management problems rarely surface where finance leaders look for them. A few months ago, I sat with a nonprofit finance director who described what she thought was a recurring approval issue. Her employees kept submitting expenses that should never have been approved. So her team proposed a fix: penalize the approvers when non-compliant claims slipped through.
That fix solves nothing. By the time an expense lands on an approver’s desk, the money is already gone. The flight is flown, the hotel is booked, the card is run. What you get instead is documentation theater. A review process that creates the appearance of control without producing any.
For years, organizations have tried to patch this gap with more rules, more approval layers, and more system complexity. The assumption goes that tighter controls produce better financial discipline. In practice, however, the opposite happens. Most companies end up teaching employees to navigate a broken expense management process rather than building one that prevents the wrong action from the start.
I call this the Approval Illusion. It is the belief that more oversight automatically yields more control. Yet in real terms, all it produces is delays, workarounds, and hidden costs that never surface on a report.
After decades of building enterprise systems, I see the same loop repeating everywhere. Companies design workflows around the 5% of edge cases, then force the other 95% of employees to wade through pointless complexity. Meanwhile, finance asks for more visibility, but employees spend more time submitting, correcting, and resubmitting claims. IT bolts on new integrations to improve data flow, and each one introduces fresh maintenance costs, failure points, and long-term overhead. Policies grow more detailed even as adoption declines and support tickets rise. Once adoption drops, control does not improve. Instead, it erodes. So costs climb in the background. Not just spend, but time, effort, and rework.
Where Traditional Expense Management Breaks Down
Traditional expense management systems share a single flaw: they are reactive. They concentrate on reviewing and correcting transactions after the money has already left the building. By that point, finance teams are no longer shaping behavior. Instead, they are simply documenting it.
This habit produces a steady stream of avoidable cost. Time gets spent auditing rather than guiding decisions. Errors surface late, so rework piles up. Employees lose productive hours navigating clunky workflows. To cope, finance leaders scale headcount instead of fixing the system. As a result, the operation looks controlled on paper, yet it grows expensive to run. According to a recent ExpenseVisor analysis, 50% of digital fraud now involves some form of artificial intelligence use, and the FBI’s Internet Crime Complaint Center reported $12.5 billion in fraud losses in 2023 alone. So reactive controls become harder to defend each quarter.
How Fintech Moves Expense Management Upstream
Fintech did not solve expense management by digitizing receipts or polishing user interfaces. Instead, it changed the model entirely. Modern platforms move control upstream and shrink operational cost at the same time.
Smart solutions embed policy at the point of spend, not after the fact. Rather than relying on approvals and audits, they shape behavior in real time. Picture this in practice. A card gets issued with merchant category restrictions baked in at the network level. So an employee in a role that never requires airfare simply cannot book a flight on that card. The transaction is declined before it happens. There is no submission to review, no approver to penalize, no policy violation to document. Control becomes structural rather than supervisory.
Pair that capability with real-time integration between card activity, approvals, and expense data, and you get something traditional systems cannot replicate: visibility that arrives before the damage, not after. Managers see a spend anomaly the moment it occurs. Policy exceptions surface immediately, instead of during next month’s audit. As SAP Concur global business head Kacey Flygare predicted, pre-spend controls such as virtual cards and dynamic card controls will be gamechangers in how organizations control spend, lower risk, and reduce the burden of cash outlay for business expenses.
When the system makes the right action easier than the wrong one, manual reviews shrink, rework disappears, and the administrative footprint of reactive processes collapses. That outcome is operationally better. It is also cheaper. For a deeper dive into this shift, see our coverage of modern expense management process fixes.
Where AI Helps and Where It Breaks Expense Management
Here is the counterintuitive part of my argument about AI in expense management. The technology is simultaneously the most promising development in the space and the easiest thing to get wrong.
AI will absolutely add another layer of value. Smart systems already identify spending patterns, flag anomalies, suggest categorizations, and lighten the manual burden on finance teams. So if you have a well-designed process, AI accelerates it. It reduces remaining manual touchpoints, finds the exceptions your rules missed, and grows sharper over time.
However, if the underlying process is overly complex, with too many validation steps, too many approval layers, and policies too detailed for anyone to follow, AI learns and reinforces that complexity. It optimizes a broken system rather than fixing it. Worse, it does so at scale, which means it makes your bad expense management process more expensive faster. As Accounting Today recently reported, more than half of CFOs expect AI to catch more general errors and potential fraud than their teams if it is used to automate expense approvals. Yet that promise only holds when the controls underneath are sound.
The real opportunity sits at the intersection of AI, better controls, and smarter automation. Cut unnecessary validations rather than adding more checks. Simplify policies so the system can enforce them automatically. Eliminate manual touchpoints that add no decision value. Most importantly, design processes that reduce effort first, then optimize what remains. AI should reduce cost through clarity, not paper over inefficiency. For broader context on the technology’s pace and limits in this sector, see our analysis of where AI in fintech is heading and where the money is not biting yet.
The Real Cost of Expense Management Is Hidden
Finance leaders tend to measure expense management by what employees spend. That is the wrong metric. The real cost is the operational overhead required to run the system itself. Think about the hours your finance team spends chasing receipts, the productivity employees lose navigating complexity, the rework when errors surface too late, and the headcount you add to manage a process a better-designed system would not need. Skift and Navan’s 2026 State of Corporate Travel and Expense report found that 29% of travel and expense managers still process expenses manually, while 71% of travelers said they spend 30 minutes or more filing an expense report. So real money leaks out as administrative drag.
When expense management shifts from a cleanup function to a decision function, the impact extends far beyond visibility. Finance teams stop chasing transactions, operational overhead drops, and unnecessary work disappears across the organization. Instead of layering on more controls, leaders build systems employees can use without friction.
So back to that nonprofit finance director. The answer was never to punish approvers. Instead, the question itself was wrong. Why are non-compliant expenses reaching the approval stage in the first place? Fix that, and the approver problem evaporates on its own. Control does not get stricter. It gets earlier.
That is where genuine cost control lives. Not in stricter policies, but in better-designed processes. Because the most expensive expense management system is not the one with the highest spend. It is the one that demands the most effort to manage.
Marcel Syriani serves as the Chief Technology Officer and Chief Operating Officer at DATABASICS, overseeing operations, finance, product direction, and IT functions. DATABASICS delivers intuitive, powerful solutions that take the hassle out of time tracking and expense reporting. DATABASICS helps organizations streamline operations, ensure compliance, and support teams wherever they work, so they can focus on what matters most.