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How Digital Assistants
Improve Order-To-Cash
Operations
• Introduction
• What are Digital Assistants?
• Digital Assistants in:
• Credit
• Collections
• Cash Application
• Deductions Processing
• Customer Success Stories
• Conclusion
• Questions
Agenda
3
Introduction
• Artificial Intelligence (AI) powered Digital Assistants can perform 70
to 90% of manual operations in a process, which delivers enormous
productivity improvements.
• They also improve accuracy, speed, and customer response.
• Digital Assistants are operating today in many companies, assisting
both employees and customers.
4
What Are Digital Assistants?
• Digital Assistants:
• Assist your workforce & provide info to Management
• Engage & assist customers 24/7/365
• Perform repetitive tasks
• Read and extract data from documents in unstructured formats
• AI Powered Digital Assistants utilize advanced technology:
• Artificial Intelligence with cognitive & self-learning, using Deep Learning
Neural networks
• Natural Language Processing – ability to interpret text & voice
• Enterprise Information Processing – integrate with ERP
• Is your company currently using Digital Assistants?
Yes
No
• If Yes, in what capacity?
a. A Chat Box robot on our website to answer visitors’ questions
b. On our Customer Care Portal to help customers make a payment
c. On our Customer Care Portal to help customers obtain information on the
status of their account
d. On our Customer Care Portal to help customers to submit an invoice dispute
5
Survey: Digital Assistants
6
Digital Assistants perform/assist in these Credit Risk Management activities
• Secure completed on-line Credit Application
• Obtain bank & trade references, Credit Bureau info, and payment history
• Verify business license, sales & use tax, OFAC, legal address, etc.
• Perform Credit scoring
• Make Credit decisions based on pre-defined rules to assign credit limits
• Route Credit Limits for Approval guided by Delegation of Authority policy
• Trigger periodic credit limit update process
• Execute Automatic order hold capability integrated with Collections
Digital Assistants in Credit
7
Digital Assistants in Collections
• Digital Assistants perform an automated, customer-service oriented
collection inquiry and, when combined with a Customer Care Portal, can drive
a completely automated Collection effort
• AI Powered Digital Assistant:
• E-mails collection inquiry & secures payment (via ACH, or payment card),
or PTP thru interactive dialogue with customer
• Engages with customers to help them make payments via ACH or
credit/debit card
• Enables 100% Portfolio collection coverage for target accounts
• Processes customer electronic payment
Benefits:
• Increased cash flow, lower past due AR and DSO
• Reduced bad debt exposure
• Greatly increased Collection productivity
8
Digital Assistants for Cash Application
• The major advancement in technology for Cash Application is the
utilization of Artificial Intelligence (AI) Powered Digital Assistants
• Digital Assistants can automatically extract remittance data from
multiple sources & documents in many different formats, do data
entry and auto-apply the payments to open invoices
• It is a dramatic leap forward in the evolution of Cash Application:
Manual OCR RPA AI
• AI powered Digital Assistants extract remittance data from multiple customer
sources/documents in multiple formats. Machine Learning/Natural Language processing
enables the robots to “learn” where to find required data on each individual customer’s
remittance format which progressively increases accuracy
• Remittance data automatically applied to open invoices by Auto-Cash engine
• Auto-Cash engine can yield 85 – 95% hit rate
• Digital Assistant automatically creates deductions to be routed for resolution
• 24/7/365 operation with access from all types of mobile devices
9
Digital Assistants for Cash Application
AI Enabled Digital Assistants extract remittance data from multiple
customer sources with multiple formats, such as:
• Customer Vendor Portals
• Your own EIPP Portal populated by your customers
• Excel/PDF files and statements from customers and lockboxes
• EDI 820 or BAI2 transmissions from customers
10
AI Enabled Digital Assistants can auto post cash receipts to right
invoices
• Integrate with bank lockboxes and your own AR and Collection modules and
with ERP system
• Contains its own auto-cash engine (applies based on invoice, PO or sales
order #)
• Enables pre-set tolerance levels for matching payments to open invoices
• Outperforms RPA when dealing with multiple unknown document formats
Digital Assistants in Cash Application
11
Digital Assistants for Deductions
Digital Assistants:
• Automatically create deductions to be routed for resolution
(customer number, invoice # & value, payment # & value, deduction
# & value, dates, reason code, assigned resolver, etc.)
• Establish unique record for every individual deduction
• Extract reason code from customers’ vendor portal, remit advice,
debit memo, email, etc. & assign it to the deduction record.
“Unknown” reason code is default.
• Store digital images of all documents
• Execute Automatic Small Balance Write-Off
• Match & clear credit memo or payment with open deduction via
deduction #, or original invoice #
Digital Assistant Automation:
Routing – of deduction to designated Resolver based on deduction
reason code:
• Formatted message stating time period for resolution, define
resolution (credit memo or routing to Collector or alternate Resolver)
• Full deduction record, including document images
• Allow re-routing from one Resolver to another
• Route credit memo request thru Approval Hierarchy
Tracking – of every deduction
• Add every deduction record to open deduction file at “Creation” stage
• Move deduction to “Closed” file only when it is removed from Open AR
ledger
• Record and change Resolver based on routing
• Send reminder notice to Resolver when allowed time period for
Resolution expires. Execute Escalation Protocol to Resolution
Hierarchy as time elapses on unresolved deduction
12
Digital Assistants for Deductions
13
Benefits of a Digital Assistant Enhanced O2C Process
Faster response to Customers
Exponentially Increased Employee Productivity & Morale
Improved AR aging profile and DSO
Increased accuracy and quality of operations
A better Customer Experience &
“Freed up” Staff Resources
Improved Customer
Experience/Satisfaction
Customer
Loyalty
Greater
Market Share
Increased Revenue
& Profit
14
Challenge:
AR management needed overall improvement.
SAP deployed in 30 countries, multiple languages
Solution:
Emagia AI Powered Digital Assistants for Deductions, Cash Application,
Collections and Analytics modules
Customer Value Achieved
• Deduction resolution cycle time reduced to 5 days
• Auto-cash hit rate increased from 50 to 80%
• DSO reduced 7% in 6 months
Customer Success Story – Global Medical
Products Supplier
15
Case Study - Leading Building Materials Dealer
Client Challenge
The client is a fast growing supplier of building materials selling to a customer base highly dependent
on vendor financing. While they sought to provide this financing quickly while managing credit risk,
their manual systems could not keep pace with growth. They needed a B2B digital credit solution to
evaluate more customers quickly and increase their revenue.
Customer Value
Deployed Emagia Digital Credit Automation Solution (thecreditapplication.com) with Digital Assistant
• Digital Credit Application with digital signatures, digital trade and bank reference checks
• Integrated with Experian & Netsuite analytical tool; automatic credit limit decisions enabled.
• Automated resale certificate verification process
• Automated > 80% of Credit Vetting process
• Now processing increased volume of credit applications on timely basis
• Scalable foundation for digital ecommerce growth
Conclusion
AI Powered Digital Assistants:
• Are used by many companies TODAY !!
• Increase productivity by 70 - 90%
• Enable faster response to customers
• Improve the accuracy of transaction processing
Questions
If you have any questions or comments
about this session, please let us know
in the chat box or write to us at
info@emagia.com
Next Emagia Master Class Session:
Topic: Digital Invoicing and Payments
Orders
Credit
Cash
Application
Collections
Deductions
Payments
Invoicing

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How to Improve Order-to-Cash Operations with Digital Assistant Gia | Emagia

  • 1. How Digital Assistants Improve Order-To-Cash Operations
  • 2. • Introduction • What are Digital Assistants? • Digital Assistants in: • Credit • Collections • Cash Application • Deductions Processing • Customer Success Stories • Conclusion • Questions Agenda
  • 3. 3 Introduction • Artificial Intelligence (AI) powered Digital Assistants can perform 70 to 90% of manual operations in a process, which delivers enormous productivity improvements. • They also improve accuracy, speed, and customer response. • Digital Assistants are operating today in many companies, assisting both employees and customers.
  • 4. 4 What Are Digital Assistants? • Digital Assistants: • Assist your workforce & provide info to Management • Engage & assist customers 24/7/365 • Perform repetitive tasks • Read and extract data from documents in unstructured formats • AI Powered Digital Assistants utilize advanced technology: • Artificial Intelligence with cognitive & self-learning, using Deep Learning Neural networks • Natural Language Processing – ability to interpret text & voice • Enterprise Information Processing – integrate with ERP
  • 5. • Is your company currently using Digital Assistants? Yes No • If Yes, in what capacity? a. A Chat Box robot on our website to answer visitors’ questions b. On our Customer Care Portal to help customers make a payment c. On our Customer Care Portal to help customers obtain information on the status of their account d. On our Customer Care Portal to help customers to submit an invoice dispute 5 Survey: Digital Assistants
  • 6. 6 Digital Assistants perform/assist in these Credit Risk Management activities • Secure completed on-line Credit Application • Obtain bank & trade references, Credit Bureau info, and payment history • Verify business license, sales & use tax, OFAC, legal address, etc. • Perform Credit scoring • Make Credit decisions based on pre-defined rules to assign credit limits • Route Credit Limits for Approval guided by Delegation of Authority policy • Trigger periodic credit limit update process • Execute Automatic order hold capability integrated with Collections Digital Assistants in Credit
  • 7. 7 Digital Assistants in Collections • Digital Assistants perform an automated, customer-service oriented collection inquiry and, when combined with a Customer Care Portal, can drive a completely automated Collection effort • AI Powered Digital Assistant: • E-mails collection inquiry & secures payment (via ACH, or payment card), or PTP thru interactive dialogue with customer • Engages with customers to help them make payments via ACH or credit/debit card • Enables 100% Portfolio collection coverage for target accounts • Processes customer electronic payment Benefits: • Increased cash flow, lower past due AR and DSO • Reduced bad debt exposure • Greatly increased Collection productivity
  • 8. 8 Digital Assistants for Cash Application • The major advancement in technology for Cash Application is the utilization of Artificial Intelligence (AI) Powered Digital Assistants • Digital Assistants can automatically extract remittance data from multiple sources & documents in many different formats, do data entry and auto-apply the payments to open invoices • It is a dramatic leap forward in the evolution of Cash Application: Manual OCR RPA AI
  • 9. • AI powered Digital Assistants extract remittance data from multiple customer sources/documents in multiple formats. Machine Learning/Natural Language processing enables the robots to “learn” where to find required data on each individual customer’s remittance format which progressively increases accuracy • Remittance data automatically applied to open invoices by Auto-Cash engine • Auto-Cash engine can yield 85 – 95% hit rate • Digital Assistant automatically creates deductions to be routed for resolution • 24/7/365 operation with access from all types of mobile devices 9 Digital Assistants for Cash Application
  • 10. AI Enabled Digital Assistants extract remittance data from multiple customer sources with multiple formats, such as: • Customer Vendor Portals • Your own EIPP Portal populated by your customers • Excel/PDF files and statements from customers and lockboxes • EDI 820 or BAI2 transmissions from customers 10 AI Enabled Digital Assistants can auto post cash receipts to right invoices • Integrate with bank lockboxes and your own AR and Collection modules and with ERP system • Contains its own auto-cash engine (applies based on invoice, PO or sales order #) • Enables pre-set tolerance levels for matching payments to open invoices • Outperforms RPA when dealing with multiple unknown document formats Digital Assistants in Cash Application
  • 11. 11 Digital Assistants for Deductions Digital Assistants: • Automatically create deductions to be routed for resolution (customer number, invoice # & value, payment # & value, deduction # & value, dates, reason code, assigned resolver, etc.) • Establish unique record for every individual deduction • Extract reason code from customers’ vendor portal, remit advice, debit memo, email, etc. & assign it to the deduction record. “Unknown” reason code is default. • Store digital images of all documents • Execute Automatic Small Balance Write-Off • Match & clear credit memo or payment with open deduction via deduction #, or original invoice #
  • 12. Digital Assistant Automation: Routing – of deduction to designated Resolver based on deduction reason code: • Formatted message stating time period for resolution, define resolution (credit memo or routing to Collector or alternate Resolver) • Full deduction record, including document images • Allow re-routing from one Resolver to another • Route credit memo request thru Approval Hierarchy Tracking – of every deduction • Add every deduction record to open deduction file at “Creation” stage • Move deduction to “Closed” file only when it is removed from Open AR ledger • Record and change Resolver based on routing • Send reminder notice to Resolver when allowed time period for Resolution expires. Execute Escalation Protocol to Resolution Hierarchy as time elapses on unresolved deduction 12 Digital Assistants for Deductions
  • 13. 13 Benefits of a Digital Assistant Enhanced O2C Process Faster response to Customers Exponentially Increased Employee Productivity & Morale Improved AR aging profile and DSO Increased accuracy and quality of operations A better Customer Experience & “Freed up” Staff Resources Improved Customer Experience/Satisfaction Customer Loyalty Greater Market Share Increased Revenue & Profit
  • 14. 14 Challenge: AR management needed overall improvement. SAP deployed in 30 countries, multiple languages Solution: Emagia AI Powered Digital Assistants for Deductions, Cash Application, Collections and Analytics modules Customer Value Achieved • Deduction resolution cycle time reduced to 5 days • Auto-cash hit rate increased from 50 to 80% • DSO reduced 7% in 6 months Customer Success Story – Global Medical Products Supplier
  • 15. 15 Case Study - Leading Building Materials Dealer Client Challenge The client is a fast growing supplier of building materials selling to a customer base highly dependent on vendor financing. While they sought to provide this financing quickly while managing credit risk, their manual systems could not keep pace with growth. They needed a B2B digital credit solution to evaluate more customers quickly and increase their revenue. Customer Value Deployed Emagia Digital Credit Automation Solution (thecreditapplication.com) with Digital Assistant • Digital Credit Application with digital signatures, digital trade and bank reference checks • Integrated with Experian & Netsuite analytical tool; automatic credit limit decisions enabled. • Automated resale certificate verification process • Automated > 80% of Credit Vetting process • Now processing increased volume of credit applications on timely basis • Scalable foundation for digital ecommerce growth
  • 16. Conclusion AI Powered Digital Assistants: • Are used by many companies TODAY !! • Increase productivity by 70 - 90% • Enable faster response to customers • Improve the accuracy of transaction processing
  • 18. If you have any questions or comments about this session, please let us know in the chat box or write to us at info@emagia.com Next Emagia Master Class Session: Topic: Digital Invoicing and Payments Orders Credit Cash Application Collections Deductions Payments Invoicing