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How to Optimize Deal
Value in M&A Integration
with O2C Automation
• Introduction
• Value Creation (or Destruction) in M&A
• The Role of O2C in M&A Success or Under-Performance
• Automation and Successful M&A Integration
• Case Study
• Benefits
• Conclusion
• Questions
Agenda
3
Introduction
• Mergers & Acquisitions are the fastest way for a company to
achieve large increases in revenue in a short time period
• Integrating the two companies to realize the projected synergies is
a major challenge. A Deloitte study concludes that 30% of
combined companies did not meet growth objectives
• Operations of the two companies must be integrated: Marketing,
Sales, Production/Procurement, Order Fulfillment, Finance, HR,
etc., etc.
• Evaluation of the investment, using discounted cash flow
techniques, places great importance on generating increased profit
and cash flow in the early years following combination.
4
Value Creation/Destruction in M&A
• The success of many business operations are required to produce
an overall successful merger or acquisition. Order to Cash (O2C)
functions are among the most critical.
• Orders need to be processed accurately & promptly and quickly
fulfilled. Accurate invoices need to be delivered same or next day
following fulfillment.
• 99+% of Accounts Receivable (AR) need to be collected on or close
to payment term due dates from Day 1, including “inherited” AR.
• AR Collections are often problematic due to attrition of the acquired
company’s Collectors. In my 35 years of consulting experience,
approximately 33% of projects were to help clients recover from
post-integration cash flow and AR problems.
5
Value Creation/Destruction in M&A
Examples of poor Order to Cash (O2C) integration:
• A medical device manufacturer saw total AR increase 22% and >90
day-past-due AR increase from $7 to $19 million post combination
• A scientific equipment supplier had its >150 day past due AR
skyrocket from $16 to $48 million in 6 months following its
combination with an acquired company in the same industry
• An insurance company implemented a new ERP system while
integrating an acquisition. Implementation difficulties prevented them
from invoicing their customers for two months. Much of that revenue
was paid late and a substantial portion was never paid.
Case Study
• AR > 150 Days Past Due Post-acquisition
7
The Role of O2C in M&A Success
The O2C process is the driver of success or under-performance of
these key “must haves” cited by Deloitte:
• Increased sales at acceptable margins. Lost orders, sub-optimal
pricing, excessive revenue leakage from returns, price discounts,
deductions must be minimized.
• Negative customer experiences must be minimized
• The cost structure must be optimized: but not reduced too
much to impact customer facing/Order-to-Cash operations
• A strong cash flow must be delivered. There will be many large,
one-time expenditures made during the integration. Management will
want to finance these with cash generated from operations, not
borrowing. Credit, Collections and Dispute/Deduction Resolution
must be operating near full effectiveness in the first month of merger.
There is little margin for shortfalls in these factors
8
The O2C workload of the combined company will increase
substantially. However, the business case for the combination will
inevitably include significant cost reduction; i.e., staff reduction.
There will be substantial staff attrition. There will be new hires.
The post-combination environment will be:
• Substantially higher workload
• Fewer staff
• A significant proportion of new staff
Automation & Successful Integrations
The new work environment demands a high level of automation.
9
There will be an urgent need to “hit the ground running” post
combination in:
• Credit Vetting and Control
• Collections
• Dispute and Deduction Resolution
• Cash Application
Artificial Intelligence driven automation, which can automate 70 – 90%
of manual operations in these four O2C sub-processes, can meet the
needs of the post-integration O2C process.
Automation Capabilities Required
• Customizable, online credit application with digital signature
• Automated customizable credit scoring – with real-time import
of credit bureau data, verification of legal and tax status, etc.
• Automated AI-powered credit decisions based on pre-defined
rules to assign credit limits
• Full featured Approval Workflow guided by Delegation of
Authority policy
Automation in Credit Risk Management
Gathering the information for a Credit investigation and setting a credit
limit can be almost completely automated, leaving only the quantification
of the credit limit or the review/approval of a machine-recommended one
for human judgement.
• Configurable Collections Strategy – multiple parameters
• Prioritized Task List
• Collector Workbench with all required information
• Automated Interactive Dunning - 100% customer touch
performed by AI Digital Assistant
AI Automated Collections
AI Dunning communication enables 100% portfolio
coverage with a persistent request for payment
and logging of Promise to Pay when successful
• AI-assisted dispute reason code assignment (reason code read from
remit advice and translated)
• Full featured Workflow to route deductions to assigned Resolver, with
audit trail, internal dunning, & robust reporting of status & results
• Automatic credit to debit matching & clearing
• Root cause analytics to fuel process improvement efforts
AI Automated Deduction Resolution
Deductions are routed through resolution process and
cleared from AR Ledger automatically
• IDP extracts remittance data from multiple customer
sources/documents in multiple formats (read & keypunch)
• Remittance data automatically applied to open invoices by
Auto-Cash engine at 85% - 90% hit rate
• Automatic creation of deductions to be routed for resolution
• Automatic execution of small balance write-offs and matching
debits to corresponding credits
AI Automated Cash Application
Reading data and inputting it into a file consumes the most
time in manual Cash Application. It can be 95% automated.
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
Avoidance of extended, severe drop in cash flow,
followed by large write-off of acquired AR
Cost Savings: staff cost, bad debt expense, funding of AR
Improved Customer Experience
Increased Cash Flow from AR
Higher Cash Flow & Lower Cost
over the Long Term
Improved Customer
Experience/Satisfaction
Low Cost
Operations
Greater
Cash Flow
Increased Cash &
Profit
Benefits of AI Digital Automation in AR
Conclusion
• Order to Cash functions play a major role in the
success or under-performance of a
merger/acquisition
• They need to be operating near peak effectiveness
shortly after the companies merge
• With increased workloads and proportionately
decreased resources, increased automation is a
necessity
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
Orders
Credit
Cash
Application
Collections
Deductions
Payments
Invoicing

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How to Optimize Deal Value in M&A Integrations with O2C Automation

  • 1. How to Optimize Deal Value in M&A Integration with O2C Automation
  • 2. • Introduction • Value Creation (or Destruction) in M&A • The Role of O2C in M&A Success or Under-Performance • Automation and Successful M&A Integration • Case Study • Benefits • Conclusion • Questions Agenda
  • 3. 3 Introduction • Mergers & Acquisitions are the fastest way for a company to achieve large increases in revenue in a short time period • Integrating the two companies to realize the projected synergies is a major challenge. A Deloitte study concludes that 30% of combined companies did not meet growth objectives • Operations of the two companies must be integrated: Marketing, Sales, Production/Procurement, Order Fulfillment, Finance, HR, etc., etc. • Evaluation of the investment, using discounted cash flow techniques, places great importance on generating increased profit and cash flow in the early years following combination.
  • 4. 4 Value Creation/Destruction in M&A • The success of many business operations are required to produce an overall successful merger or acquisition. Order to Cash (O2C) functions are among the most critical. • Orders need to be processed accurately & promptly and quickly fulfilled. Accurate invoices need to be delivered same or next day following fulfillment. • 99+% of Accounts Receivable (AR) need to be collected on or close to payment term due dates from Day 1, including “inherited” AR. • AR Collections are often problematic due to attrition of the acquired company’s Collectors. In my 35 years of consulting experience, approximately 33% of projects were to help clients recover from post-integration cash flow and AR problems.
  • 5. 5 Value Creation/Destruction in M&A Examples of poor Order to Cash (O2C) integration: • A medical device manufacturer saw total AR increase 22% and >90 day-past-due AR increase from $7 to $19 million post combination • A scientific equipment supplier had its >150 day past due AR skyrocket from $16 to $48 million in 6 months following its combination with an acquired company in the same industry • An insurance company implemented a new ERP system while integrating an acquisition. Implementation difficulties prevented them from invoicing their customers for two months. Much of that revenue was paid late and a substantial portion was never paid.
  • 6. Case Study • AR > 150 Days Past Due Post-acquisition
  • 7. 7 The Role of O2C in M&A Success The O2C process is the driver of success or under-performance of these key “must haves” cited by Deloitte: • Increased sales at acceptable margins. Lost orders, sub-optimal pricing, excessive revenue leakage from returns, price discounts, deductions must be minimized. • Negative customer experiences must be minimized • The cost structure must be optimized: but not reduced too much to impact customer facing/Order-to-Cash operations • A strong cash flow must be delivered. There will be many large, one-time expenditures made during the integration. Management will want to finance these with cash generated from operations, not borrowing. Credit, Collections and Dispute/Deduction Resolution must be operating near full effectiveness in the first month of merger. There is little margin for shortfalls in these factors
  • 8. 8 The O2C workload of the combined company will increase substantially. However, the business case for the combination will inevitably include significant cost reduction; i.e., staff reduction. There will be substantial staff attrition. There will be new hires. The post-combination environment will be: • Substantially higher workload • Fewer staff • A significant proportion of new staff Automation & Successful Integrations The new work environment demands a high level of automation.
  • 9. 9 There will be an urgent need to “hit the ground running” post combination in: • Credit Vetting and Control • Collections • Dispute and Deduction Resolution • Cash Application Artificial Intelligence driven automation, which can automate 70 – 90% of manual operations in these four O2C sub-processes, can meet the needs of the post-integration O2C process. Automation Capabilities Required
  • 10. • Customizable, online credit application with digital signature • Automated customizable credit scoring – with real-time import of credit bureau data, verification of legal and tax status, etc. • Automated AI-powered credit decisions based on pre-defined rules to assign credit limits • Full featured Approval Workflow guided by Delegation of Authority policy Automation in Credit Risk Management Gathering the information for a Credit investigation and setting a credit limit can be almost completely automated, leaving only the quantification of the credit limit or the review/approval of a machine-recommended one for human judgement.
  • 11. • Configurable Collections Strategy – multiple parameters • Prioritized Task List • Collector Workbench with all required information • Automated Interactive Dunning - 100% customer touch performed by AI Digital Assistant AI Automated Collections AI Dunning communication enables 100% portfolio coverage with a persistent request for payment and logging of Promise to Pay when successful
  • 12. • AI-assisted dispute reason code assignment (reason code read from remit advice and translated) • Full featured Workflow to route deductions to assigned Resolver, with audit trail, internal dunning, & robust reporting of status & results • Automatic credit to debit matching & clearing • Root cause analytics to fuel process improvement efforts AI Automated Deduction Resolution Deductions are routed through resolution process and cleared from AR Ledger automatically
  • 13. • IDP extracts remittance data from multiple customer sources/documents in multiple formats (read & keypunch) • Remittance data automatically applied to open invoices by Auto-Cash engine at 85% - 90% hit rate • Automatic creation of deductions to be routed for resolution • Automatic execution of small balance write-offs and matching debits to corresponding credits AI Automated Cash Application Reading data and inputting it into a file consumes the most time in manual Cash Application. It can be 95% automated.
  • 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. Avoidance of extended, severe drop in cash flow, followed by large write-off of acquired AR Cost Savings: staff cost, bad debt expense, funding of AR Improved Customer Experience Increased Cash Flow from AR Higher Cash Flow & Lower Cost over the Long Term Improved Customer Experience/Satisfaction Low Cost Operations Greater Cash Flow Increased Cash & Profit Benefits of AI Digital Automation in AR
  • 16. Conclusion • Order to Cash functions play a major role in the success or under-performance of a merger/acquisition • They need to be operating near peak effectiveness shortly after the companies merge • With increased workloads and proportionately decreased resources, increased automation is a necessity
  • 17. 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 Orders Credit Cash Application Collections Deductions Payments Invoicing