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Case studies

Seven deployments, seven board-pack numbers

Every number comes from a published JiffyFinOps.ai deployment — with the industry, the scale and how the result was achieved. Filter by process to find the story closest to yours.

Record-to-Report

50%

faster, 75% more accurate close

Industry
Real estate investment trust
Scale
95+ GL accounts · thousands of daily transactions
How
AI-driven matching · Automated validations · Real-time dashboards

From Chaos to Clarity: How AI Transformed Financial Close for a Leading REIT

A global REIT reconciled 95+ GL accounts manually across thousands of daily transactions. AI-driven matching, real-time dashboards and automated validations cut reconciliation time in half.

Accounts Payable

70%

faster AP, 30% higher DPO

Industry
Freight forwarding & logistics
Scale
Multi-vendor, multi-location AP
How
Capture and unbundling · Validation before payment · A 360-degree view

Global Logistics Giant achieves 70% faster Accounts Payable and 30% higher DPO with AI Solution

A global logistics leader accelerated invoice throughput and extended days payable outstanding without straining supplier relationships.

Accounts Payable

40%

cost reduction

Industry
Global real estate services
Scale
Enterprise AP, legacy integrations
How
End-to-end AP automation · 90+ validations per invoice · Legacy integration

Unlocking 40% Cost Reduction: Real Estate Giant Leverages AI for AP Efficiency

End-to-end AP automation delivered a 40% cost reduction alongside improved data accuracy, stronger compliance and seamless integration with legacy systems.

Accounts Payable

85%

straight-through processing

Industry
Automotive manufacturing
Scale
150,000 invoices a month · 5,000 suppliers
How
Cognitive capture · Fifteen exception types · One supplier portal

Intelligent Invoice Processing for a top automaker

A leading automobile manufacturer reached 85% straight-through processing across 150,000 invoices a month using cognitive invoice processing.

Accounts Payable

STP

from manual to touchless

Industry
Pharmaceutical distribution & medical supplies
Scale
Retail banner groups, dropship, carrier invoices
How
Channel-aware capture · Matching and coding · Exceptions as cases

From Manual to Straight-Through Processing

A global pharmaceutical supplier streamlined AP operations across multiple logistics channels, moving from manual handling to straight-through processing.

Order-to-Cash

6 wks

to clear the backlog

Industry
Airline
Scale
Thousands of hours of backlog
How
Request intake · Automated resolution · Accuracy first

Automated cancellation and refund for top US Airline

A leading American airline automated its cancellation and refund queue, resolving thousands of hours of accumulated backlog in roughly six weeks.

Operations

80%

of onboarding automated

Industry
Global professional services
Scale
High-volume hiring
How
One joiner journey · Automated handoffs · Monitoring

Automation boosts efficiency in Employee Onboarding

A global professional services firm automated 80% of its employee onboarding activities, removing manual handoffs across the joiner journey.

Outcomes

From cash to close, measured in outcomes — not features

The numbers finance leaders report after the agents take over the routine work. Every figure below comes from published JiffyFinOps.ai deployments.

95%

Straight-through invoice processing

AP HyperApp · published ceiling

85%+

Touchless processes

across AP, O2C and R2R

80%+

Faster period-end close

from a nine-day scramble to two

20%+

Cash conversion cycle reduction

O2C · 14 days off DSO

50%+

Deployment cycle reduction

pre-packaged data models, no-code

12 wks

Typical time to go live

discovery → connect → configure → live

Next step

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