Combating Revenue Leakage 2013 03 18 webinar 2013
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Transcript of Combating Revenue Leakage 2013 03 18 webinar 2013
Prepared by
With the Assistance of
Chris Paterson
JP Ducasse
Combating Revenue Leakage
Webinar Outline
� Leakage – definition and overview
� Overview of a general framework to combat leakage
� Measuring leakage
� Establishing mitigation policies
� Combating leakage
� What you should consider
2
Combating revenue leakage Definition*
� Combating revenue leakage consists of
engaging in activities that help a Post:
� Collect all the postage revenue owed to it, and
� Curb the sources/reasons of leakage.
� Leakage stems from one of four main risks
� Counterfeit (e.g., illegal issues, fake imprints)
� Bypass mail (e.g., mail inducted without any form
of payment)
� Shortpaid or underpaid (e.g., mail tendered with
insufficient postage)
� Problems related to billing or postage collection
(e.g., bad cheques; accounting errors)
� Combating revenue leakage consists of setting
policies to mitigate the sources of risks
3
* Source: UPU Consultative Committee – Postal Revenue Protection Working Group
Steps in the right direction
4
But room for improvement
Recent trends
• Global awareness of leakage
issues has increased (75% of posts
admit they experience leakage)
• Posts have heavily invested in
revenue protection technology,
making some channels more
secure (meters, stamps)
• Verification technologies (e.g.,
OCR-based) becoming more
effective and/or more affordable
and scalable
• Not all posts have established a well-
structured revenue protection function
• Fraudsters too leverage technologies...
• New products may not be ‘leakage-free’
• ROI of technology solutions is still an
issue, e.g., for smaller posts
• Mail acceptance and verification is still
very much manual and time consuming,
and often plagued with inconsistencies in
performance.
A broader choice of technologies is now available to fight leakage
5
Evidencing
• Deployment of digital meters in smaller emerging markets
• Anti-fraud security measures (special inks, holograms…) for stamps
Acceptance/verification
• E-documentation
• Sorters/counting machines for piece count (for sampling, verification or terminal dues purposes)
• Modular dimensions/weight/data capture solutions for use in post offices
Processing
• Lower-end sorters suitable for mid-tier posts
• Large CFC with on the fly weighing of parcels or letters• Capability to trace back an item to a specific sender
Billing/reconciling software solutions
(e.g., USPS Permit RP project)
A fewexamples
Two main challenges
� Measuring and identification is difficult� A touchy issue : leakages relate to posts’ weaknesses - a mix of fraud
and (operational or accounting) issues;
� Amounts recovered are just the tip of the iceberg;
� Posts use multiple channels and processes;
� Data sources are diverse (spot checks, sampling, data from operations
and from accounting systems) and don’t necessarily match.
� There is no off the shelf mitigationOptimal responses will depend on :
� Products’ terms and conditions (e.g., preparation requirements);
� Product and channel mix (stamps, permit mail, metered mail, web
based payments), letters vs. parcels…
� Post’s use of technology (sorting, barcoding, accounting systems) vs.
use of manual processes.
6
Global posts’ top concerns : identification and controls, HR issues, streamlining operations
7
Top 5 concerns expressed by
Posts worldwide
Typical leakage issues
Problems
� Accuracy of discounts claimed vs. postage paid (non-compliance with preparation requirements)
� Actual number of bulk mail items entered vs. number on mailing statement
� Underpaid (shortpaid) mail
� Bulk mail deposited at “wrong” places (e.g., collection boxes) – “bypass mail”
� Malicious duplication of e-parcels / PC postage/meter imprints (fraud)
� Errors/discrepancies in reconciliation/invoicing/payment process
Multiple root causes
� Overly complex (or poorly understood) product terms and conditions
� Fraud (on the part of mailers or postal staff)
� Acceptance, verification and billing processes poorly documented OR not followed by postal staff
� Poorly designed or executed sampling plans
� Lack of integration of the Post’s information systems (data from operations, accounting) – islands of automation in oceans of paper forms
8
Combating revenue leakageA framework
9
Measure & Identify
Leakage
Establish Mitigation Policies
Combat Leakage
Measuring and identifying leakageMethodological approach
10
Measure & Identify
Leakage
• Identify critical dimensions of the mail flow to ensure adequate representation
• Develop a targeted working plan
• Which measurements? When? How? By whom?
• Conduct pilot studies to:
a. Generate optimal
sample sizes
(Understand
variability);
b. Assess the
constraints for
sampling
• Physical sampling is administered
• Engage in real time revenue leakage estimation
• Update skips quarterly to retain optimum currency and integrity
• Leakage estimation is not revenue recovery
• Effective estimation precedes and facilitates recovery.
• Random monitoring of physical sampling.
• Validating data integrities ensures sampling occurs as intended.
Audit Existing Systems
Identify Critical
Dimensions
Develop a Sampling Regime
Sampling and
Estimation
Monitoring &
Validation
Audit Existing Systems
� Existing revenue recovery mechanisms tend to exhibit a bias to higher
risk customers which is at odds with a simple random sampling approach
across the entire mail flow.
� Assess the appropriateness for leakage measurement of the existing
revenue checking system, if it does exist.
� Systems configured for revenue recovery only may not be suitable for
measurement.
� Effective leakage measurement depends on identifying the critical dimensions of the mail flow.
11
Measure & Identify
Leakage
Audit Existing Systems
Identify the critical dimensions
� How then do we identify the criticaldimensions of the mail flow?
� A stratification process delineates the levels where leakages emanate from.
� There is a need for adequate sampling across each of these dimensions.
� This then provides postal organizations with an estimate of revenue leakage at each dimension.
� In understanding revenue leakage at these sub-levels then combative policies may be devised to target problematic areas.
12
Measure & Identify
LeakageDefining ObjectivesPhysical Sampling and
estimation process.
Estimate Revenue Leakage Risk
Letters ParcelsConceptualisation will differ slightly in content to Letters.
M
A
I
L
T
Y
P
E
Facilities by
Geographical
Location
M1Bulk
Facility
Sort Center
Delivery Unit
Segmented Sampling Frame
Adopted to ensure each critical component in the
composition of mail is captured.
M2
Mn
Level 1 Stratification ensures each
lodgement facility is captured across each
wide geographical unit.
Level 2 Stratification:Ensure each product segment relevant to a specific facility is
captured.
Time Dependant ElementsCross representation of time of the day, days in the week,
months and quarters of the year.
Time Dependant Elements
Identify Critical
Dimensions
Develop a sampling regime
� Determine optimal sample sizes on a rolling basis using
� The underlying sample data
� Advanced distribution-free statistical methodologies
� Seek to estimate leakage at 95% confidence and within +/-5% precision
� Design a sampling system that is capable of dealing with the practical
impediments of data collection, that may alter the degree of data integrity
� Tight processing windows
� Resourcing constraints
� Sample space issues.
13
Develop a Sampling RegimeMeasure &
Identify Leakage
Implement an estimation framework
� Collect, record, and transmit sample
information to generate final estimates at a
variety of levels
� Integrated algorithms can generate final
estimates at a variety of levels
� Take action via policy responses to
mitigate revenue leakage in a targeted
manner
� The rolling nature of the estimation facilitates the benchmarking of policy effectiveness
14
Implement Estimation FrameworkMeasure &
Identify Leakage
Sample
Compute Estimates
Define Policies
Processing Center
Letters Flats Parcels
Stamped%
Leakage
%
Leakage
%
Leakage
Metered%
Leakage
%
Leakage
%
Leakage
Permit%
Leakage
%
Leakage
%
Leakage
Combating revenue leakageA framework
15
Measure & Identify
Leakage
Establish Mitigation Policies
Combat Leakage
Effective revenue protection policies have impacts across the board
� Customer relations� Impact on mailers’ mail production processes, training requirements, compliance costs
(new investment)� Changes to terms and conditions impact product convenience and demand
� Business processes� Impact on quality of service and personnel costs (overtime)� Major initiatives such as “seamless acceptance” impact work positions (e.g., for
verification clerks)� Impact on information systems (turning new data into revenue recoveries…)
� Technology solutions� A different response for each channel (e.g., retail vs bulk mail)� Measuring the ROI of proposed technology solution vs. improving/fine-tuning current
processes
� People and training� Rev Pro awareness + training on current and new processes � Setting KPI and monitoring compliance with processes� Foster cooperation between R&D, marketing, operations, and finance
16
Establish Mitigation Policies
Combating revenue leakageA framework
17
Measure & Identify
Leakage
Establish Mitigation Policies
Combat Leakage
Discussing “acceptable” tolerance levels – Royal Mail
Background
� Royal Mail “reversions” have increased dramatically as part of its program to improve operational efficiencies.
� Mailers called for more “transparency” and “proportionality” (of fines) while RM insisted 100% compliance was needed for both revenue protection and operational purposes.
� In 2012 industry outcry prompted RM to launch industry-wide discussions .
� There is no “perfect mailing”
� What evidence should be provided by the Post’s revenue protection teams to mailers ?
� Which mail attributes should rev pro teams focus on ?
� RM has temporarily lifted specific non-compliance penalties (on sealing specs).
Policy Implications
Review terms and conditions and make them more explicit to increase transparency ?
Reposition/strengthen revenue protection units on customers’ premises ?
18
Combat Leakage
Detecting unpaid/underpaid mail: PostNL
19
Moving from manual to automated detection of underpaid mail (19 CFC being installed)
Automated recovery process for single piece mail : payment card, online payment by recipient
Policy implications Need to balance identification
costs with recovery costs.
Combat Leakage
Balancing technology and better controls : SAPO (South African Post)
Bulk mail is #1 priority, other streams will follow
20
� First mile automation: electronic manifesting (‘eBDN’)
� Optimized sampling plans and processes
� Well-trained regional revenue protection teams
� 2 to 3 m USD recovered every year
Policy implications: developing revenue protection capability as a step-by-step journey
Combat Leakage
Posts in Least Developed Countries still need to lay the ground work
21
Combat Leakage
� Carrying out revenue protection audits � To identify/confirm main issues� To assess robustness of current controls
� Prepare and execute revenue protection plans
� Documenting current product terms and conditions, productspecifications, and ensuring they are met;
� Documenting processes and standards (including sampling)communicating on them, monitoring compliance;
� Training staff along the revenue protection along the value chain/creating teams;
� Putting in place management processes/measurement and reporting systems to ensure that revenue protection is managed appropriately and leakage detected;
� Longer-term, considering the RoI of low-cost technology / rev pro devices – from cardboard letter scales to lower-end sorters to digital meters at counters.
Policy implications
In LDCs streamlining current processes is a priority,
not technology
� Traditional bulk mail acceptance
� Paper or electronic (e-Doc) documentation submitted with mailing
� Acceptance clerk samples mailing, and verifies documentation for accuracy
� Acceptance of statement = proof of mailing and payment
� Mailing is inducted after acceptance
� Seamless acceptance� On the fly verification from scans during
processing
22
Source : USPS (2012)
Policy Implications - Building mailers’ confidence in new tracking/reporting system- Joint post/industry collaboration is essential (e.g., MTAC in the U.S.)- Automation is just part of the equation, adaptation of information systems is key + HR implications
Revenue protection moving forward : Eliminating manual verification ?– U.S.P.S.
Combat Leakage
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