Reduce your number of brains to become more intelligent and compliant.
Matthew Tod
Chief Data Officer, Non Executive Director and Advisor working with leaders seeking to harness data, analytics & digital tools to drive growth, improvement and deliver better outcomes
Many organisations I have engaged with recently deliver a disjointed customer experience despite significant investment in technology. The problem is that in an eager rush to deliver a better, more relevant, customer experience multiple ‘brains’ have been developed; every channel works in isolation to its own agenda to optimise its own results using its own algorithms. Vendors all highlight the intelligent capabilities of their technology, which is fine but can result in an incoherent customer experience.
A recent client I worked with had the following scenario:
1. Email: Personalisation based upon email interaction, or best case using historical attributes or segments from a CRM system
2. Site personalisation: Driven by current online behaviour with added CRM variables
3. Social media: Feeds of data sent to Facebook to deliver personalised ads based upon totally separate campaign rules
4. Retargeting: Uses the last interaction as the driver for display advertising
5. Display advertising: Totally separate targeting not taking any current customer or prospect data into account
6. Contact centre: Standalone rules based offers that relied on infrequent customer segmentation that used not digital data
7. Direct mail: This used a model based on core CRM data, less the digital behaviour but augmented with external data
There were in effect seven different brains attempting to optimise, and the results were terrifying. For a consumer, it was totally confusing - the number of different offers and promotions were simply incomprehensible, and the noise this made caused the consumers to simply tune out and not respond. The more ‘intelligent marketing’ undertaken the less good results became as consumer response rates fell and who could blame those consumers! From a business perspective, I was less than convinced that all the groups running around optimising their one channel were really creating profit, it felt like a case of ‘busy fools’.
This situation has also caused the client a major headache when it comes to GDPR compliance. The new rules granting consumers access to their data, the right to restrict processing and to deletion as well as the much stronger consent were identified as major risks and so have to be eliminated. There is no practical means to comply with the existing multiple data sources / multiple brains set up.
So, what’s the answer? Well I can’t say definitively but the first steps on the road to recovery are being taken as the client implements a single brain that will act as the master and will control the output across all channels. They are implementing a ‘collect once, use many times’ model (See my note on the CEO Manifesto) augmented with a single real-time interaction management tool to make the decisions centrally and then drive execution through all channels.
This diagram shows the core conceptual idea the client is following.
Clearly this has a significant impact on the technology choices the client is making; delivery channels are being dumbed down and this is saving lots of money, which is then reinvested in the core real time interaction manager or unified experience decision engine - otherwise known as the brain. Logically this feels sensible, it is easier to control, massively simplifies compliance with GDPR and other regulations and should ensure customers are presented with a coherent set of messages.
I believe that this will be a very practical application of the ‘less is more’ mantra and it will deliver for the client in spades. As ever if you would like to know more about Celebrus please visit www.celebrus.com.
Experienced founder-CEO - at thinkTribe and helping other CEO-CTO teams with gnarly Product, Roadmap and Scaling challenges
7 年Good article -there are 2 parts to the solution: technical, and over-coming silo-thinking! 'Uniting the Tribes'.
Business Performance through People-centred Solutions
7 年Interesting article and comments - raising some good points to consider, including: 1) The importance of having a single set of customer-related data for accuracy and consistency. 2) The importance of a coherent marketing strategy that identifies and communicates the right message to the right people in the right way (appropriate channel, timing, need etc. according to customer type). Point 1) GDPR compliance is commonly considered purely an onerous task, however, it provides organisations the opportunity of improving competitive advantage in a number of ways. Rationalisation of disparate, often inconsistent and inaccurate, data sources is just one of those that offers more effective marketing through a single 'cleansed' data source. Point 2) Using an organisation’s business strategy as the basis of a marketing plan is useful in achieving a coherent and consistent plan and customer experience. The strategy will already have targeted clients, understood their need (what services and communication method? when? how?) and created tailored services offering accordingly. Cascading the strategy across all business units in this way, and addressing any challenges of silo working, enables all parts of the organisation to align with strategy in achieving business goals.
Executive Chairman- Flaxmans - Insurance Dispute Advocates
7 年I do not work in your area of expertise but I have worked in the insurance industry for over forty years and I certainly recognise the point you are making . Everyone in the company sees the outlook of the success of the company ONLY from where they sit; Which by definition is from a myopic viewpoint. The CEO the COO the Marketing Director , the head of sales and the experts in actual insurance all have an opinions as to how to forge the company's future success . So, human nature being what is, there is a massive compromise amongst senior management as to what direction the company will take and it it often ends up with a dogs dinner of mixed messages and leaves the customer cold. That is one of the reasons why, in our industry the customer choice us always determined by price. There is no otherin