Sunday, June 20, 2010

Steps to Initiating CRM

A CRM initiative starts with top management taking a conscious decision towards customer orientation. Visualization of benefits should happen at this stage and should be articulated in the form of a value proposition. A discussion on CRM project’s value proposition is available here. The next step involves outlining business processes that will be impacted by CRM. As mentioned in an earlier post, the impact of CRM initiatives is not limited to the front end and customer facing processes only. While CRM applications have evolved and are industry focused and process oriented, the custom processes of the organization still need to be mapped to standard processes provided by CRM vendors. A process re-engineering team comprising of members from strategy, operations, IT and external CRM consultants should be formed at this stage to analyze custom business processes of the organization and provide clarity on the following:
1.      Time/Cost Estimates of the initiative
2.      Phasing approach (and identification of quick-win projects)
3.      Change management requirements
4.      Metrics to monitor progress/returns at every step
Subsequent to this, the CRM product vendor needs to be selected. Unlike purchasing a cell phone, where one learns after purchasing a feature rich phone first, subsequently realizes his unique needs and next time buys just the right one, CRM product selection is a one time activity unless the organization gets it completely wrong. Product vendors are aware of organizations’ penchant for features and would package numerous additional features highlighting discounts if bought as a bundle. Enterprise vendors would also bundle a few non CRM components for future opportunities. Organizations that fall into the trap may end up paying for features which they will never use. Results of the analysis phase should provide the framework within which the organization should commit its resources. A similar logic should be adopted while purchasing licenses. Organizations should however, ensure that product support and consulting from the vendor are included as part of the package as these are critical to the success of the initiative and will be costly if bought later.
The next step is to decide whether to develop the CRM application in-house or partner with a system integrator (SI). There are advantages and disadvantages of each approach which will be considered in a later post. Some key things should be considered while selecting the SI partner. Reputation and reliability are important because organizations will be exposing their customer strategy to the vendor, trust and mutual respect will play an important role in opening up and sharing knowledge. Good CRM SIs are costly because they employ technologists who in addition to understanding the unique business processes, are expected to understand the organizations customers. Being penny wise here will prove costly in the long run.
Once the organization has mapped out its business processes and selected the product and SI vendors, they are ready to create specific business requirements with help from product and SI vendor’s teams. 

Monday, June 7, 2010

Segmenting your Customer base


While organizations start with some basic understanding about their target customers, the target segment gets refined with time and may undergo significant changes once there is visibility of ground realities. In organizations that have implemented CRM solutions, the CRM application tracks information about customers across different channels. Overlaying analytics on top of CRM data, organizations can identify different segments, outlining buying habits like preferred products/services, channel, location, willingness to pay for premium services etc. A successful segmentation strategy will result in segments that are easily definable, sizable, reachable and actionable. Segments are defined in such a way that characteristics within a segment are homogenous while between segments are heterogeneous, so that different treatments can be designed for different segments. Characteristics, based on which customers can be segmented can belong to any of the four major types:
  • Geographic (e.g., country, region, climate)
  • Demographic (e.g., age, sex, income, education, # household members)
  • Psychographic (e.g., lifestyle, personality, values)
  • Behavioral (e.g., usage rate, loyalty status, usage occasion)
Geographic variables provide high level indicators. Mobile telephony customers based out of coastal regions, where one of the primary occupations is fishing, have a higher willingness to pay for weather related services and forecasts on their phones.
Demographic variables can indicate if a particular age group uses specific types of services more often than others. SMS is used more often in the age group 15-25 than in any other age group.
Psychographic variables are based on human psychology. Customers can be identified as Innovators, Adopters or Followers. High end new products or services can be targeted specifically at Innovators thereby increasing acceptance rates.
Behavioral variables are based on the presumption that past performance is a true mirror of future performance. The success of RFM methodology (Recency, Frequency and Monetary Value) to predict future revenues from customers proves the efficiency of behavioral variables. The number and value of prepaid recharges made by a customer over a period of time, in addition to time lag from the last recharge can predict to considerable accuracy whether the customer is still with the service provider; it can also predict when and of what value will be his next recharge.
Segments are rarely based on one type of variable; a combination of multiple variables of different types can provide useful insights that define a customer segment. A study conducted by a colleague and me on the upcoming 3G market in India found that young (22-28 years) medium income (9–14 lacs) basic degree holders interested in music would have the highest willingness to pay for Mobile Gaming. Get entire report from here.
Once segments are identified and selected, the next step is to design service offerings and pricing keeping the target segments in mind. There is a trade off involved between the depth of segment definition and cost; some experts, however think that one need not make an either or choice. To read more about creating service offerings for a segment size of one, refer to the blog on 1to1 Marketing

Saturday, May 29, 2010

CRM for Topline Growth or Cost Optimization

The profitability equation states, P = S x Q – C x Q, i.e. Total Costs (Unit Cost X Quantity) when deducted from Revenues (Unit Selling Price X Quantity) equals Profit. Organizations create value by either increasing revenues or reducing costs and sometimes by doing both. As per Gartner’s Run Grow Transform Model, every IT initiative should be accompanied with a value proposition which indicates clearly whether the initiative falls under the Run, Grow or Transform category. Run indicates Cost Optimizations, Grow indicates Revenue or Profit impact and Transform maps to new business undertakings. What should be the value proposition for taking up a CRM initiative?  
Implementing CRM can help reduce costs e.g. Customer Service Agents can resolve customer queries within shorter timelines thereby reducing AHT (Average Handling Time). While there are cost advantages to a CRM initiative, CRM itself is a costly undertaking. Apart from cost of software licenses; implementation and customization costs can be sizable. Additionally, budget needs to be set aside towards change management and training of users because without users championing the cause of CRM, the initiative cannot succeed. Thus, investments required to successfully implement CRM will normally outweigh the cost benefits of such an initiative.
CRM can impact revenues in a much greater way. Going back to the equation on top, revenue growth comes from selling more products and services per customer or through enhanced pricing of existing services. Data gathered through CRM can be used to segment customers based on demographics, psychographics etc. Lifetime Values (LTV) calculated for each segment indicates relative profitability and different treatments can then be designed for different segments. These treatments may include up-selling and cross-selling propositions through Email, SMS, Web or Phone. Responses to such campaigns can be tracked and tagged to customers instantaneously. While on a call with a CSR or while browsing the company’s site, CRM can be used to dynamically calculate the churn score based on customer’s actions and pop up relevant campaigns to the customer/CSR. This is done based on the collective history of interactions by customers belonging to the same segment. Thus, only relevant deals are proposed to the customer thereby increasing the probability of a sale in an efficient manner, saving time, money and enhancing satisfaction.
Revenue is also impacted by the ability to sell products at an enhanced price. When a customer has bought multiple products and services from the company, the costs associated with churn are high for both the company and the customer. Depending on the segment and willingness to pay, the company can charge a premium for services which loyal customers will be willing to pay.
Going back to the Gartner Model, the value proposition for a CRM initiative is overwhelmingly towards Grow. CRM helps grow revenues by targeting the right customers, enhancing their LTV by increasing the number of products and services per customer through targeted up-sell and cross-sell opportunities. It also reduces churn by creating a loyal customer base through timely and personalized customer service.

Friday, May 21, 2010

Culture Change to enhance CRM Acceptance


Success of a CRM venture requires acceptance of CRM at an Organizational Level. A CRM enabled organization is tuned completely towards its customers and listens to them through all available channels, then acts to fulfill customer needs. To enable this, processes across the organization need to be aligned towards achieving this goal. If the thought process is that CRM is only going to impact the customer facing processes and not others, then the Organization may not have thought through the initiative. The next important step is to identify the processes and people who will be impacted. A big risk to any change management program is that there is not sufficient buy-in from people who are responsible for implementing it. People who are actually going to execute the CRM initiative need to know how things will change. It is important that some key people are identified as champions of the initiative and initial successes are celebrated. The more the number of users who understand, accept and then actively promote the CRM initiative, better are the chances of its success.
In most Organizations which do not involve employees in decision making process, employees develop a confirmatory response model. This model is performance orientated while an exploratory response model gives more stress on learning. For a change initiative of the scale of CRM to be successful, unfreezing of the existing ways of doing things is essential. Employees with exploratory response are more tuned accepting such changes and championing them. Organizations may want to understand the response model of employees and help move towards the exploratory model. Change becomes easy when the combination of the following happen:
  1. there is sufficient dissatisfaction with the existing environment (D)
  2. there is a clear vision of the future which is superior to the current situation (V)
  3. people commit to taking first steps towards the goal (F)
When the combination of these is greater than the resistance (R) to change, change happens.
D x V x F > R
To create such an environment in the organization should be the goal of the top management. One of the critical points to note is the first steps towards the goal need to be positive and encouraging. For CRM implementations, usability of the CRM system play a crucial role in forming opinions about the system and whether it will be able to deliver the vision. While most CRM providers are aware of this and some have invested heavily on usability related research, I have seen multiple issues with the usability of CRM systems. CRM vendors as well as System Integrators need to understand their direct and end customers better in terms of demographics, psychographics etc to make systems that are in tune with their individual needs and backgrounds.

Acknowlegements:
1. Gleicher’s Formula: D x V x F > R