{"id":24595,"date":"2026-07-09T08:45:00","date_gmt":"2026-07-09T15:45:00","guid":{"rendered":"https:\/\/find.codeghost.online\/insidetrack\/blog\/?p=24595"},"modified":"2026-07-08T16:27:53","modified_gmt":"2026-07-08T23:27:53","slug":"simplifying-expense-approvals-at-microsoft-with-ai-powered-risk-assessment","status":"publish","type":"post","link":"https:\/\/find.codeghost.online\/insidetrack\/blog\/simplifying-expense-approvals-at-microsoft-with-ai-powered-risk-assessment\/","title":{"rendered":"Simplifying expense approvals at Microsoft with AI-powered risk assessment"},"content":{"rendered":"\n

Every manager has experienced it: The dread of approving a stack of expense reports while critical work stands idle. This tedious process has even garnered its own internal descriptor: \u201cApproval fatigue.\u201d<\/p>\n\n\n\n

Here at Microsoft, we\u2019re no different.<\/p>\n\n\n\n

Complaints about the time and effort required to approve expense reports have been consistent from managers across our organization.<\/p>\n\n\n\n

\u201cWe continuously heard feedback from our leaders that they were spending too much time approving expense reports,\u201d says Michael He, a senior business program manager in the Greater China Region. \u201cThey didn\u2019t know where the potential risk actually was, so they had to review everything in detail.\u201d<\/p>\n\n\n\n

At Microsoft Digital, the company\u2019s IT organization, we\u2019ve taken this challenge on by introducing an AI-powered Intelligent Risk Engine.<\/p>\n\n\n\n

\"A<\/figure>\n\n\n\n
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\u201cThe Intelligent Risk Engine cuts through complexity, pointing approvers straight to the expenses that warrant attention. This clears up the noise that has been driving review fatigue, especially at quarter\u2019s end.\u201d<\/p>\nSangay Wangmo, Microsoft Digital experience director, Middle East and Africa<\/cite><\/blockquote>\n\n\n\n

With this new tool, we shifted approvals from uniform, manual scrutiny to automated, risk-based decision making. This enables faster reviews, reduced cognitive load, and improved compliance outcomes.<\/p>\n\n\n\n

\u201cThe Intelligent Risk Engine cuts through complexity, pointing approvers straight to the expenses that warrant attention,\u201d says Sangay Wangmo, a Microsoft Digital experience director for our Middle East and Africa region. \u201cThis clears up the noise that has been driving review fatigue, especially at quarter\u2019s end.\u201d<\/p>\n\n\n\n

Looking ahead, we plan to expand the tool to include automated approvals for low-risk cases, creating a more scalable, intelligent, and efficient process. This will ease the pain for our managers and allow them to focus on their strategic work.<\/p>\n\n\n\n

Manual approvals in a complex compliance environment<\/h2>\n\n\n\n

Across our global enterprise, we handle nearly a million expense reports annually. In regions such as Central and Eastern Europe, the Middle East, and Africa (CEMA), our expense approval processes are shaped by diverse regulatory requirements in many different countries.<\/p>\n\n\n\n

\"A<\/figure>\n\n\n\n
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\u201cAs organizations scale, managers naturally have more direct reports, which means more approvals to process. At the same time, accountability for all compliance still sits with the manager, which adds pressure.\u201d<\/p>\nKethan Parbhoo, general manager, Central and Eastern Europe, Middle East, and Africa<\/cite><\/blockquote>\n\n\n\n

To take one example, the Middle East and Africa\u2014featuring multiple subregions, languages, and local policy nuances\u2014presents a complex challenge for expense management. Applying a consistent risk lens to every case is difficult.<\/p>\n\n\n\n

To ensure they stay compliant, leaders often review expense reports in detail, including verifying receipt accuracy, matching invoice data, and checking supporting information (like attendee lists). This level of review requires substantial time and attention, particularly for managers with large teams who receive a high volume of submissions. This becomes even more time-consuming as groups grow.<\/p>\n\n\n\n

\u201cAs their organizations scale, managers naturally have more direct reports, which means more approvals to process,\u201d says Kethan Parbhoo, a general manager in the Central and Eastern Europe, Middle East, and Africa region. \u201cAt the same time, accountability for all compliance still sits with the manager, which adds pressure.\u201d  <\/p>\n\n\n\n

The current tool, MS Expense, which was useful in a pre-AI environment, doesn\u2019t provide an optimal user experience. The process was repetitive and depended heavily on manual validation. Existing tools provide limited support for prioritizing risk or simplifying these tasks, resulting in a similar effort being applied to both low- and high-risk expenses. <\/p>\n\n\n\n

As a result, leaders experience increased workload, slower approval timelines, and continued exposure to potential compliance gaps, despite careful review. <\/p>\n\n\n\n

The four top-level internal pain points of the old approval process can be summarized as: <\/p>\n\n\n\n