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Found 551 verified outcomes
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Media verified Verified

Machine Learning for Invoice Fraud Detection

With agencies operating independently worldwide, central oversight was difficult. Sample-based audits missed low-value, high-frequency fraud schemes. Standard ERP controls couldn't detect collusion or sophisticated fake vendors.

domain Oversight / Internal public Global
Key Outcome 100% transaction monitoring Primary Impact View Case
Telecom verified Verified

Dynamic Discounting & Supplier Portal

Suppliers faced cash flow pressure and constantly called AP for status updates. The company wanted to improve 'Free Cash Flow' but also needed to keep its critical supply chain healthy.

domain Taulia / SAP public Global
Key Outcome Onboarding of thousands of suppliers Primary Impact View Case
Energy verified Verified

Complex Utility Bill Automation

Multi-site organizations receive thousands of paper/PDF utility bills. Manual entry is slow and often misses the consumption data needed for energy management. Late fees are common due to short payment terms.

domain Engie Impact (Internal/Spinoff) public Global
Key Outcome Processing of >$1B in utility spend Primary Impact View Case
Construction / Real Estate verified Verified

Construction Progress Billing Automation

Manual processing of subcontractor pay applications ('pay apps') was slow and risky. If a sub wasn't paid, they could file a lien on the property. Collecting physical lien waivers and insurance certs before cutting a…

domain Oracle Textura public Global
Key Outcome 100% lien waiver collection compliance Primary Impact View Case
F&A / Services verified Verified

AI for Non-PO Invoice Coding

High volume of Non-PO invoices required manual review by senior accountants to assign the correct GL codes. Errors led to incorrect financial reporting and time-consuming journal entry corrections during the close process.

domain Genpact / HighRadius public Global
Key Outcome >80% auto-coding rate achieved Primary Impact View Case
F&A / Tech verified Verified

Blockchain for Intercompany Settlement

The company processed thousands of intercompany invoices monthly. Reconciling these transactions across different subsidiary ledgers took weeks at month-end, trapping cash and consuming analyst hours in dispute resolution.

domain Internal Build (Azure Blockchain) public Global
Key Outcome Settlement time reduced to near-real-time Primary Impact View Case
CPG verified Verified

Bot-Driven Goods Receipt Matching

Thousands of invoices were blocked for payment because the quantity on the invoice didn't match the goods receipt record (e.g., invoice says 100, receipt says 99). Investigating these small variances consumed massive analyst time.

domain UiPath / Blue Prism public Global
Key Outcome Automated reconciliation of >100k items Primary Impact View Case
Healthcare & Life Sciences verified Verified

AP Automation for Healthcare Compliance

Manual invoice processing made it difficult to aggregate spend data for regulatory reporting (e.g., payments to doctors/speakers). Risk of non-compliance fines was high due to lack of visibility.

domain SAP Ariba / OpenText public Global
Key Outcome Compliance with Sunshine Act reporting Primary Impact View Case
Tech / Manufacturing verified Verified

Cloud-Native Finance Transformation

Legacy IT debt and fragmented processes across acquired entities (Alcatel-Lucent) made financial closing slow and manual. Data latency prevented real-time cash flow visibility.

domain Microsoft Azure / SAP public Global
Key Outcome Migration of critical SAP finance workloads Primary Impact View Case
Retail verified Verified

Duplicate Payment Prevention & Recovery

With millions of invoices, errors are inevitable (e.g., vendor sends invoice #123, then #123A). ERP controls often miss fuzzy matches. Retrospective audits recovered cash but meant the company effectively gave interest-free loans to vendors for…

domain Apex Analytix public Global
Key Outcome Prevention of millions in leakage Primary Impact View Case
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