technology insights: machine learning

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Technology Insights: Machine Learning

A webinar series from OpusCapita

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Agenda

• Introductions• What is Machine Learning• Where is it Impacting us Today• What Can We Expect from the

Future• Closing Remarks

03.05.20232

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Rowan Lemley (host)

Introductions

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Petri KarjalainenHead of Special Projects

Jaakko LehtinenHead of Robotics and AI

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OpusCapita by the Numbers

Company:

• Founded 1984

• Over 2100 employees

• Revenue €257 million (2015)

Buyer-Supplier Ecosystem:

• 8 000 customers in over 100 countries

• ~100 000 suppliers

• 600 million transactions annually, 200 million processed purely electronically

• 40 million different products bought and sold

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What is Machine Learning and Robotic Process Automation?

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Robots That Utilize Existing Business Applications Are an Easy Alternative to Costly IT Projects

Nov 28, 2016

Software Robot

ERPCRM HTML

& Web

Windows apps

RDP / Citrix

Prompts &

Terminal

The term “robot” is metaphorical, referring to software products which are produced to provide a generic automation capability and then configured within the end user environment to execute manual and repetitive

tasks.

Complex rules, bi-

directional

Mouse, keyboard, API, OCR,

files

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Machine Learning Makes Computers Self-Learning

Machine Learning aims at building programs that are able to learn, for example by using available data.

As more data becomes available, these programs can adapt and improve their

performance.

Effectively, this triggers the data flywheel.

The Data Flywheel

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Where is it Impacting Us Today?

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Invoice Workflow Approval User Interface with Machine Learning Based Preposting

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P2P Master Data Management:Business Partner Creation Requests

Nov 28, 2016

Requests processed24/7 with 80 % automation rate

Interaction between robot and user in the

portal is just like between users

Improved lead time for standard requests

Trigger

New business partner creation requests are constantly entered in a master data system. Robot

detects a new request in the user interface.

Automated Activities

Robot ensures that the business partner fulfils the requirements by checking data in the master data

system, trade register, VAT register and prepayment register. Proper requests are approved automatically.

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What Can We Expect from the Future?

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Customer Requirements Shift from Knowing the History to Predict the Future

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Closing Remarks

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Closing Remarks

03.05.202314

Petri KarjalainenHead of Special Projects

Jaakko LehtinenHead of Robotics and AI

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Thank YouVisit us at www.opuscapita.com

Rowan Lemley