T&E technology provider says tool provides ‘comprehensive visibility’ into the accuracy of AI-powered receipt capture

Emburse, a travel and expense technology provider, announced what it calls the first T&E AI data quality dashboard. The company described the product as a transparency-focused tool within Emburse Analytics that gives finance teams “comprehensive visibility into the accuracy of AI-powered receipt capture.”

By tracking every user adjustment to receipt data inputs — across amount, currency, date and category fields — the dashboard, said the announcement, empowers finance professionals with the intelligence to identify patterns, ensure clean data and optimize system configurations. These insights, said the announcement, reduce manual intervention, unlock faster processing and help organizations get the most out of AI-driven automation.

Adriana Carpenter, CFO, said, “As a finance leader, I want to know exactly how AI is performing across the organization … this level of insight is not just beneficial — it’s essential as finance teams scale AI investment and modernize business operations.” This focus on transparency, she said, aligns with a growing industry demand for clearer AI performance metrics — especially in high-stakes functions like finance.

The dashboard provides:

• AI-powered folio for hotels and car rentals: Unlike standard receipts, folios from hotels and car rentals vary widely in format. Emburse’s AI-powered folio solution adapts to these changing templates, automatically itemizing charges through optical character recognition transcription. It also supports bulk editing and mobile image capture, resulting in faster, touchless employee experiences and reduced processing times.
• Enhanced data extraction for tips and check-in/check-out dates:
  Emburse will soon extract tip amounts and check-in/check-out dates from receipts and folios — areas often missed by other solutions. By automating these high-friction fields, finance teams can maintain data integrity while freeing up valuable time.
  

Paul Nagy, chief product officer, said that finance professionals are rightfully diligent when it comes to adopting AI, and know its potential for transforming their organization is tremendous. With accurate data captured from the moment an expense or invoice is submitted, he said, teams can unlock insights that drive smarter decisions.

The dashboard will be available this quarter for Emburse Enterprise customers, with future expansions to include vendor normalization, trip detection and more. Tip Amount extraction is also launching this quarter, while AI-powered folio and check-in/check-out extraction will debut in the third quarter, followed by a rollout to Emburse Professional customers.