Training models for 300+ invoice formats bottlenecked operations. Now, generative AI extracts data instantly; staff review exceptions.
A global business services organization managing utility bill processing at massive scale, handling over 100,000 invoices monthly from more than 100 utility providers across 70 markets.
Processing more than 300 distinct invoice variations with traditional trained models became unscalable, requiring months of development work for each...
“The impact of this program has been transformative for our operations. By modernizing invoice processing with intelligent automation, we’ve unlocked new levels of efficiency, accuracy, and scalability across our utility partners.”
Customer experience technology and business process outsourcing services.
Enterprise software, cloud infrastructure, and consumer electronics platform.
Concentrix's Invoice processing is part of this use case:
Related implementations across industries and use cases
A 16-person team hand-keyed hundreds of daily invoices. AI now extracts and routes data, freeing staff to resolve exceptions.
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A 16-person team hand-keyed hundreds of daily invoices. AI now extracts and routes data, freeing staff to resolve exceptions.
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Training models for 300+ invoice formats bottlenecked operations. Now, generative AI extracts data instantly; staff review exceptions.
A global business services organization managing utility bill processing at massive scale, handling over 100,000 invoices monthly from more than 100 utility providers across 70 markets.
Processing more than 300 distinct invoice variations with traditional trained models became unscalable, requiring months of development work for each...
“The impact of this program has been transformative for our operations. By modernizing invoice processing with intelligent automation, we’ve unlocked new levels of efficiency, accuracy, and scalability across our utility partners.”
Customer experience technology and business process outsourcing services.
Enterprise software, cloud infrastructure, and consumer electronics platform.
Concentrix's Invoice processing is part of this use case:
Related implementations across industries and use cases
A 16-person team hand-keyed hundreds of daily invoices. AI now extracts and routes data, freeing staff to resolve exceptions.
Manual 3,000-page applications delayed deployments for years. Now, engineers use AI to draft and map them to regulations in seconds.
Crews wasted time verifying safety docs. A GenAI assistant now serves instant, authorized answers, scaling to 4,000 technicians.
A 16-person team hand-keyed hundreds of daily invoices. AI now extracts and routes data, freeing staff to resolve exceptions.
90% of invoices had exceptions; AP analysts corrected them line by line. An agent now resolves mismatches before they reach finance.
350,000 track images reviewed by hand each month, always chasing failures. TrackDefectX now catches defects before they escalate.
Finance, supply chain, and field data scattered across cloud and on-prem systems—no unified view of profitability. One lakehouse, real-time.
Engineers combed through 1,000-page packages to verify steel traceability codes. AI now extracts and matches them in minutes; they validate.
Fragmented data and manual workflows slowed care. Now, AI helps staff optimize surgical scheduling and physicians diagnose rare diseases.