Guest blogs written by friends of talkRA.
Posted by: Guest in Opinion
Today’s guest post is by Ahmad Nadeem Syed, Director of Revenue Assurance and Fraud Management at Mobilink. When long-standing talkRA contributor David Leshem argued why people are more valuable than tools, he prompted a flurry of replies, both agreeing and disagreeing with David’s opinions. Ahmad was amongst the respondents, leaving a thoughtful comment that said neither is more valuable than the other, because value is generated when tools complement people. He finished his comment by asking that the next talkRA blog on the topic should discuss that theme of the complementary combination of people and tools – so I invited him to write it! Ahmad graciously agreed, and here is his article on why we should focus on the combination of people and tools, rather than dwelling on each element separately.
In the Stone Age, human needs were limited to eating and sleeping. Their food comprised of available wild animal meat, fruits and vegetables. They used stones or wooden arrows for hunting and long sticks for plucking fruit that was out of reach. We can see the apes doing the similar thing even today, while breaking a coconut.
The activity incorporates three things: (1) the goal – the instinct to survive; (2) the people – the Stone Age human; and (3) the tools – stones and wooden arrows. Imagine various situations; there are hungry people with available tools but not knowing (the skill) how to aim and throw the stone or arrow at the prey. In another situation: there are hungry people with skill, but no tools available with lot of food available. In both the situations the ultimate goal of survival is not met if the variables become constant.
With the passage of time, the goals kept moving and growing from survival to comfort to luxuries, both vertically and horizontally. This necessitated having more and better tools coupled with people having advanced skills who are able to use these tools for the purpose of achieving the desired goals.
Come to today’s modern age; if it can be called modern in the eyes of the generation coming after say 50 years, in the wake of rapidly changing human needs and the technology. Humans have always been more and more dependent upon technology with the passage of every moment, may it be personal, social or business life. The mobile phone, for example, has become an essential part of our lives. Some are using the latest smart phones, and some are still content with only voice and SMS. Both classes have developed the skills to use these tools to meet their varying needs. Can anybody today imagine toady’s life without mobile phones, and in reverse, lot of mobile phones but no people?
The computers are integral part of any business, but then we need people with varying skills to develop the applications and run the computers. Can anybody imagine any business today with lots of people but no computers or vice versa? Some may argue some small businesses still rely on pen and paper, but then these are also tools.
I call this the PNT (People-Need-Tool) phenomena. People are meant to live, and so they have needs, and tools allow them to meet their needs. Once the first set of needs is met, another set of needs become a necessity and therefore another set of tools is required.
Let me mention a busted myth here. It was commonly said that automation will cause widespread unemployment as computers will replace the human. But the reality is different. As the business and social needs increased, the way of managing these sectors changed, generating and using high volumes of data. Handling of these data volumes require better, high performance and sometimes specially designed computers/tools. The operation of these tools needed skilled people, therefore the automation instead of creating unemployment, paved the way for IT education and thus generating new opportunities.
Let us take the examples of telecommunication. I work for a GSM operator, where network elements are producing over a billion CDRs on a daily basis. These CDRs are processed by mediation, IN and billing systems. As the head of the Revenue Assurance and Fraud Management team, where I have a highly skilled team of analysts and IT professionals, I use very high performance RA and FM systems to ensure that no revenue leakage occurs. I will be completely stuck, the day either my key people are absent, or any of my key systems goes offline.
I therefore believe in people and tools being a complementary combination, without any preference.
Posted by: Guest in Opinion
Daniel Peter of Mara-Ison Connectiva contributes today’s guest post, which revolves around a common challenge for revenue assurance and fraud management: measuring the benefits that are delivered. However, Daniel steps back from the usual headlong rush into calculations and equations, and first poses a much more fundamental question. What kind of value should revenue assurance and fraud management seek to deliver?
I have been thinking lately about the fundamental attitude of telcos towards Revenue Assurance and Fraud Management (RAFM). My recent interaction with RAFM Managers and System Integrators suggests that every dollar that’s being spent on RAFM is questioned; while cost consciousness is good for a telco’s short term profitability it might lead to loss of strategic advantage when unfavorable decisions are made on RAFM spending.
RA is not a mere hygiene factor but provides strategic advantage to the telco. I have also seen discussions in certain RA forums where they discuss, “whether cost of RA is higher than the leakage detection”, “what is the ideal payback period for RA System”, “what is the breakeven point for RA System”… This made me wonder whether the tools and techniques for breakeven analysis and payback period are the right approach for the investment/expenditure decision on RAFM.
Competitive forces for telcos are on the rise with regulators making concepts such as MNP mandatory; while consumers enjoy better features and services it puts tremendous cost pressure on the telco (margin has become very thin). This margin pressure has also affected the investment or budget allocation decision on Revenue Assurance and Fraud Management – for both people and technology. RAFM is a cost center and it’s being targeted by the management as a potential area to cut down cost just as they do to areas that are not core to the business; but RAFM is core to telco. Another interesting observation is that investment in RAFM is very different from an investment in a new software system or marketing campaign where short term return-on-investment calculation should be the driving force for decision making.
When a telco invests in an OSS, there’s a decision making process in place where the business and IT jointly participate in selecting the vendor. This approach helps the management in ensuring that the allocated budget has served the purpose, certainty on increasing profitability and securing the return on investment.
There are various tools and techniques to calculate RoI. For example, a telco planning to launch 4G LTE will perform breakeven analysis to determine the Break Even Point (BEP) for the incremental revenue generated from 4G LTE. Cost of cannibalization is factored in for this example as the subscriber would unsubscribe from the GPRS plan (Cost of cannibalization is the decrease in profits as a result of reduced sale of the existing product; customers are moving to the new product. From GPRS to 4G LTE in our example) BEP provides the number of incremental units the telco has to sell to cover the expenditure which means if the firm sells less than the BEP, they lose money. BEP is the point where the telco generates zero profits from that investment which means revenue is equal to the total expenditure at that point.
Payback period can also be assessed using breakeven analysis as we can forecast how long it will take to get to the breakeven point. When the payback period is very short, there is a risk that the return on investment is lower; in other words the return on investment is assured and the rate of return can also be quantified. It’s mandatory that the decision maker hit that number otherwise that expenditure will be classified as a bad decision. When the units sold exceed the BEP, it is fetching profits from the investment. Breakeven analysis is a good tool to assess whether an investment should be made or not and whether it’s feasible to achieve the BEP within an acceptable time frame. Tools like these are very helpful for investments/expenditures that yield direct results within a short period and the revenue stream is straight forward.
Now the question to answer is, can we consider tools such as these to make decisions on investment in RAFM? According to TMF, the objective of the Revenue Assurance Management processes is to establish an enterprise-wide revenue assurance policy framework, and an associated operational capability to resolve any detected revenue assurance degradations and violations. While all these can be quantified and measured, the question we have to consider is whether the telco should use a short-term RoI analysis such as Breakeven for RAFM?
In my opinion, measuring RoI for RAFM with tools and techniques such as Breakeven Analysis should be avoided, as RoI for investment in a plant/machinery/network expansion is focused on production and sales whereas RAFM function exists to provide strategic advantage and the returns are long-term although identified leakage in short-term can justify the expenditure in RAFM. Unlike investment in network expansion, the object of the RAFM function is different. Telco should assess the key outcomes of RAFM and not calculate RoI solely based on leakage detection. RoI for RAFM based on leakage detection focuses on how much leakage the investment has found and how many dollar worth of fraudulent practices have been found, which is an indicator of loss of qualitative focus.
RAFM by nature is number focused but the return on RAFM should be qualitative focused. RA leads to increased revenues but leakage detection from dollar spent is not the right approach. Telco should assess the risk areas RA is addressing, do a what-if analysis to quantify the potential loss (in terms of revenue leakage, quality of service and fraud should the risks go unnoticed), the satisfaction the board has over the reported revenue and the confidence the customers have on the bills sent to them and deduction in their prepaid vouchers have to be considered. All these translate to strategic advantage and have to be considered while evaluating the value addition from RAFM.
Posted by: Guest in Opinion
In today’s guest post, Daniel Peter of Mara-Ison Connectiva highlights a risk addressed by few revenue assurance teams. It is common practice for telcos to keep up-front customer charges low, with the intention of generating a return from subsequent service fees. Daniel questions if RA can, and should, do more to monitor this financial exposure.
Recently I came across a challenge faced by a telco in the MEA region during my discussion with their RA team. Typically RA teams are well versed in the traditional switch-to-bill assurance like provisioning failure, missing calls/events and rating/billing error etc, but they are not equipped to handle risks that fall outside of this path. They lack the tools and the skillset to handle new risks. This issue was highlighted in a recent blog by Eric. He says that RA managers possess very powerful tools but do not have the wide range of tools to manage the full range of risks implied in by the title ‘risk manager’. I agree. Techniques like Monte Carlo simulation should be in the toolbox of every risk manager.
A telco’s financial risk increases with the addition of complex and dynamic service offerings. One new area of increased risk is selling devices bundled with postpaid/prepaid plan. As technology evolved from 2G to UMTS to LTE, the corresponding advancement on the device side has been fascinating. I still remember affluent people in India carrying imported Motorola DynaTACs in early 1990s. Few could afford to buy them, and there was hardly any network to support them. Mobile phones have since become the talk of the town, and we have seen the rise and fall of several mass manufacturers of handsets. In mid-1990s, Cellular (GSM) network was launched in India and started becoming popular with Nokia 3310 series taking the lead in the market. Then we have seen the beginning of the smart phone era with the rapid addition of new features and services like a camera by Nokia, mail services from Blackberry, mobile operating systems, powerful mobile processors and bigger storage and the whole mobile internet. Then came Apples’s iPhone that changed the landscape completely, reinventing the smartphone model. Google’s Android platform was another game changer which basically made life impossible without mobile phones. While this revolution is playing out for the subscribers, behind the scenes we find that the telcos operations have not kept up with the times. For majority of operators in the emerging markets, the RA departments are still functioning within the boundary of conventional switch to bill assurance mindset.
Whilst devices have become more expensive over time, service costs have steadily gone down. For example, the call charges in India are less than a cent (US$0.01) per minute whereas a decent smart phone ranges from US$200 to US$1000. With this evolution, the risk profile for the operator has changed. As devices are bundled and subsidized with service, the operator now has a significantly larger exposure. That means the focus of RA departments has to move beyond conventional switch to bill assurance.
Telcos take huge financial risk when they bundle devices with their talk/data plans. In effect they are entering into a finance/lease arrangement with the subscribers. The RA team I had interacted is still struggling to measure the cost, risk and return associated with the financing leasing and the handset upgrade options provided to the customers. This issue is beyond switch to bill revenue leakage scenario and the risk drastically affects the bottom-line. A different methodology and approach are required to address the risk.
I strongly believe the RA team has to adopt a proactive and predictive approach to assess risk and prevent revenue leakage using data science techniques. Data science typically gets a detailed view of the problem by collecting attributes that are ignored in the conventional analysis. It also looks at the problem from different dimension. This provides an edge to the business as preconceived notions are eliminated and behavioral aspects of the customers are understood using data. This aids prediction. Data science has been around for very long time and is on the rise owing to the rapid growth of big data technology and analytics profession. Techniques such as decision tree analysis, goal programming, Monte Carlo simulation, and Naive Bayes classifier are widely used in data science practices and could be helpful for the RA team.
While a finance company will have standard models of risk calculation for leasing and financing purchases, a service provider like a telco has a different goal and path to profits. Some telcos in America and Europe already have RA controls that address risks that go beyond the conventional scope of RA. But all telcos, whether in developed or emerging markets, should assure the bundles they offer to customers. This is a challenge but the good news is that the tools are available and the skill sets can be acquired. But first, we need to realize the challenges we face.
Posted by: Guest in Opinion
Today’s guest post comes from Daniel Peter, who recently contributed to a spirited exchange of comments about unbiased reporting of revenue assurance news and views. I challenged Daniel, commenting that if he wants a good independent source of RA insights, he should “get off the sidelines and do something about it”. To Daniel’s credit, he has risen to the challenge! Daniel is a Senior Account Manager at Mara-Ison Connectiva, having remained with the software vendor and helped to manage its restructure and takeover. In parallel, Daniel is studying on the Executive Business Analytics program at the Indian Institute of Management Calcutta (IIM), and his dissertation on the Corporate Response to Recession (2008-09) was published LAP Lambert Academic Publishing. In today’s post, Daniel tells us why he admires Richard Branson, and raises questions about implementing revenue assurance in MVNOs.
Richard Branson’s Losing My Virginity is an inspirational book. It’s the story of Branson’s life and I thoroughly admire his adventurous story of boldness and his skill in intelligent risk taking. At the age of only 16, he started a youth-culture magazine, followed by a record shop, then a record company, and all the way through to launching an airline and a space travel company. I came across the book during my college days; I read autobiographies of great leaders and Branson’s story continues to fascinate me.
It’s very interesting that Branson has also ventured into telecom, the industry that I’m part of. This made me curious to learn in what way Virgin Mobile is different from other telcos and also to find whether revenue assurance was an ingredient to his success. One of his successful ventures is Virgin Mobile. Started in 1999, Virgin Mobile was the first Mobile Virtual Network Operators (MVNO) to become a commercial success. It first launched in the United Kingdom and then around the world.
Now Virgin Mobile has evolved. For instance, the US unit has been folded into Sprint, the mobile network. And yet, Virgin Mobile’s name lives on in the US because Sprint continues to promote it. The Virgin business gets some powerful free branding from this deal. The US Virgin Mobile even carries the iPhone. Now, while a lot of MVNOs have struggled and failed, Virgin Mobile has largely succeeded and established a global presence. The crucial factor in Virgin’s success was the decision by top managers to maximize topline growth. In other words, Virgin insisted on using RA practices and processes from the beginning. Isn’t this his success formula?
And this is rather curious because here you have someone like Branson – a known risk taker who likes to fly in balloons across the Atlantic – yet with his MNVO, he was determined to implement revenue assurance. Doesn’t this show the importance of RA in MVNOs? This also made to curious to find more about MVNO from RA perspectives.
Now I checked mvnodirectory.com, and Wikipedia, and found there about 645 active MVNOs in the telecom world. And when taking a look at the agendas of a few MVNO-specific conferences such as the MVNO World Congress in Berlin, Germany, and MVNO Networking Congress in London, UK, I was shocked to see that Revenue Assurance was not on the agenda. What’s more, none of the major providers of revenue assurance and fraud management systems was sponsors for these conferences. So this made me curious about the RA practitioners: are they not focused on serving the MVNOs?
Now the MVNO Business model is different from MNOs. RA controls have to be different. Not all MVNOs have full access to the usage records; some deploy their own MSC, SCP and IN; operate on thin margins and their largest expense is the fee they pay to the MNO.
Dan Baker pointed me to a Black Swan interview he had with Mark Yelland, a UK based RA expert focusing on the tier 3/4 and MVNO space. Yelland talks about the major cash flows problems an MVNO faces, “if the MNO is holding a lot of records in suspense that are not being billed, it might be only 1 percent of the MNO’s total portfolio, but it could be 80 percent of the MVNO’s business…”. Yelland suggests operators try standard software tools like Excel and MS Access to get the RA process started. I agree, and I would further say that with new technologies available today, small operators can easily put together a cost effective tool with specialized RA functionality easily.
So to conclude, I have a couple of questions to ask the talkRA community. If Virgin Mobile finds RA essential, why shouldn’t MVNOs be a growth market for RA tools? Why are RA solution providers not pursuing the MVNO business? Many of the MNVOs are established brands and can afford to invest in RA.
Posted by: Guest in Quizzes
This months LTT by Arun Rishi Kapoor was won by Abhijeet Singh from Subex for providing the first correct answer.
Congratulations to all those who took part in this months quiz. The next LTT will be published on Monday 16th December.