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Click to edit master title style Edit Master text styles Second level Third level Fourth level Fifth level Don’t let your focus on the future stop after Las Vegas! Sign up now for the Future Focus Bi-weekly Webinar Series

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Don’t let your focus on the future stop after Las Vegas!

Sign up now for the Future Focus Bi-weekly Webinar Series

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Driving Intelligent Cash Forecasting

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Today’s Speakers

Michael RonanTreasury Operations LeadEmblem Health

Vincent SiccardiSenior Product ManagerBusiness Intelligence

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Data as a Service

Data Lake

Market KPIsVisual Machine Learning

Secu

red

APIs

Operational Application

Kyriba’s VisionEnable treasury & finance to be data-driven

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Forecast VersioningAccount A

Transaction Date Status Amount Last Update Date

01/06/2019 Estimated Forecast 800 01/01/2019

Transaction Date Status Amount Last Update Date

01/06/2019 Estimated Forecast 1000 10/01/2019

Transaction Date Status Amount Last Update Date

01/06/2019 Confirmed Forecast 1000 31/01/2019

Version 1The forecast is created

Example of the life of a cash forecast in Kyriba

Version 2The amount is modified

Version 3The status is modified

Only the last version is kept!

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Forecast VersioningAccount A

Transaction Date Status Amount Last Update Date

01/06/2019 Estimated Forecast 800 01/01/2019

Transaction Date Status Amount Last Update Date

01/06/2019 Estimated Forecast 1000 10/01/2019

Transaction Date Status Amount Last Update Date

01/06/2019 Confirmed Forecast 1000 31/01/2019

Version 1The forecast is created

Example of the life of a cash forecast in Kyriba

Version 2The amount is modified

Version 3The status is modified

Only the last version is kept!

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Data as a Service

Data Lake

Market KPIsVisual Machine Learning

Secu

red

APIs

Operational Application

Machine Learning(Artificial Intelligence)

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Artificial Intelligence (AI) Why is it called machine learning?Machines learn from data to make predictions on new data

How does it work?

Trained ML model

Step 1: LearnML model

Step 2: PredictTrained ML model

Prediction

Historical data

New data

Machine Learning (ML)

Machine Learning: what is it?

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Amount

Predicted payment date Cash forecastInvoice

How it works

Pilot project with Axa Services for receivables forecasting. Used 5 years of historical invoice issuance/clearing patterns to ‘learn from’

What the pilot project delivered:

Reduced forecast variances from 25 days → 5 days (80% improvement)

Future working capital improvement of $7.6M

Example: Machine Learning to forecast cash

Presenter
Presentation Notes
Assumption: today, to predict a payment date, a client does « due date » + « average delay after due date » => 25 days for AXA
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Ease of Use

Simplify bringing data to life,

driving business intelligence

Technology

Data visualization, Machine Learning,

Connectivity

Platform

Global SaaSplatform and

data warehouse

Kyriba enables treasury intelligence

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