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Data Driven Channels Global Insight

Are you sitting on a data gold mine? What all brands need to know

As a result of new and emerging technologies, today we have access to unprecedented levels of data. It’s helping us to understand and predict human behaviour in ways we’ve never experienced before. As such, the potential to personalise, customise and enhance the customer journey is huge. And yet . . . that data gold mine has no value without effective and intelligent analytics, warns Rachit Khare.

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Americas Best practice Data Management Global Strategy and Management USA

Trump won. Polls lost. So what have we learned for our own data collection processes?

The Clinton campaign made the mistake of having too much faith in their data – causing them to become complacent . . . something all marketers are at risk of becoming. So what lessons can marketers learn from the recent presidential election and apply to their data collection processes?

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Data Management Europe In the News Strategy and Management UK

Data in motion: data gathering pilot goes Underground

Passengers at 54 London Tube stations were enabling Transport for London (TfL) to get a better understanding of how and where to engage with them, thanks to a month-long data gathering trial that launched late November.

London station passengers make 31m journeys each day – effectively, a vast advertising audience in motion. But detailed insight on when to market to them once they are on the platform – ie. beyond the entrance collection of aggregated and de-personalised data via Oyster and Contactless payments – has been locked in inefficient and costly paper surveys of the past.

By picking up WiFi connection requests from passengers’ mobile devices as they pass through stations, TfL says it will learn how people move through and change services and where bottlenecks occur, enabling more efficient travels around the system.

The information can also result in increasing revenue from companies who advertise on poster sites or rent retail units – revenue to reinvest into improving and upgrading services across London.

Sue Daley, head of Big Data, Cloud & Mobile at techUK, said: “TfL is unlocking the power of data to gain insights into how passengers are using the network and drive its transformation into a smart transport system.

“The availability of big data analytics tools and technologies means that organisations, of all sizes and sectors, are increasingly able to make data driven decisions that can make a real difference to customers’ lives. In this case, it will mean more accurate passenger insights and easier journeys for customers.”

Data gathering and de-personalising

When a device is WiFi-enabled, it searches for a WiFi network by sending out a unique identifier to nearby routers – known as a Media Access Control (MAC) address. Posters at stations are informing people about the trial and TfL says all data will be automatically de-personalised so that individuals cannot be identified, with no data being made available to third parties and no browsing data collected. However, passengers can opt out by turning off their WiFi while passing through stations.

Shashi Verma, chief technology officer at Transport for London, said: “This short trial will help us understand whether WiFi connection data could help us plan and operate our transport network more effectively for customers. Historically, if we wanted to know how people travelled we would have to rely on paper surveys and manual counting, which is expensive, time consuming and limited in detail and reliability. We hope the results of this trial will enable us to provide customers with even better information for journey planning and avoiding congestion.”

TfL’s collection of ‘pseudonimised’ Wi-Fi data has been discussed with the UK Information Commissioner’s Office and follows its published guidelines.

TfL carried out customer research to test the proposal through a qualitative research exercise and overall feedback from focus groups was positive. Earlier this year, TfL also carried out a two-day modelling trial to understand whether this method of data collection was possible.

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Data Management Europe In the News Strategy and Management UK

Deal or no deal: millennials want something in return for data insight

Research from SAS shows that UK Millennials expect a tailored service from retailers that goes far beyond a bit of a discount or a BOGOF. If they are going to share their data, they demand rock-star treatment and a red carpet ride.

And if marketers are to engage with this demanding generation, they had better be on their wavelength. The research reveals that eight out of ten Millennials use their data as a lever; bargaining chips for a quality service that will enhance their lives or somehow make them easier.

data insightMark Wilkinson (pictured right), SAS regional vice-president – Northern Europe, said marketers need to exploit open and cloud-ready advanced analytics to gain deeper insight into what motivates individual customers; i.e. pinpoint what is relevant to them personally.

He said: “The Data Generation are amenable to sharing more forms of data, provided it gives them control as they navigate turbulent macro-economic conditions and fluid career projections.

“The organisations that will prosper in the future will demonstrate how they can enhance the Data Generation’s life potential and that of society. This will require organisations to embrace analytics architectures that are more accessible, flexible and can easily scale to problems of any size. All industries need access to a simple, open and cloud-ready platform that can complement other technologies and open source software.”

Heaad of marketing communications, AdestraJennifer Watkiss (pictured left), head of marketing communications at Adestra, added: “This is in line with our own findings from our research with the IDM, which states that 63% of marketers rate personalisation as ‘somewhat’ or ‘extremely’ effective in helping them reach their email marketing KPIs. So it’s no surprise that consumers, especially younger consumers, are comfortable sharing their data with businesses, but expect a more tailored brand interaction in return.

“The challenge for marketers who wish to remain relevant will be to ensure they’ve built a business case internally to continue advancing their use of personalisation across all marketing channels. A blanket offer to a massive list, personalised with a customer’s name in the salutation is no longer sufficient. Successful marketers will ensure both the timing and content of their offers are relevant at an individual level, and based on the entirety of what they know about their customers and subscribers.

The research report, Analytics for the Future: The New Data Generation, from analytics expert SAS and independent researcher Future Foundation, polled 2,000 people across the UK aged between 16 and 34. It explored the current relationship this group has with their own personal data and how they will interact with government, public sector bodies, healthcare, retail, utilities and social media in the future.

Key data insight included:

  • Life in the ‘Me Me’ World: Only 32 per cent are immediately comfortable sharing data with retailers and just nine per cent feel very comfortable. 60 per cent are happy to share information with online retailers because they will receive special offers and discounts in return
  • The 5-star customer: 49 per cent would be happy for companies to rate them as a customer
  • Wise and savvy: 52 per cent are concerned that retailers will sell their data on to third parties
  • Abandon the basket: having wised up to enhanced marketing techniques, more than half (51 per cent) will purposefully abandon their virtual shopping basket at checkout to benefit from retailer re-targeting that induces a better price
  • The survival factor for businesses – with 65 per cent of Millennials expecting brands to have total recall of their previous interactions, future innovation relies on having access to a single, unified environment that brings data together from across different industries and applies analytics to uncover patterns, spot anomalies and predict opportunities in real–time

The habits, preferences and moods of the Data Generation must be taken into account so that predictive analytics can enhance their health, prosperity and future life potential. Only 12 per cent are happy to share their personal data without a second thought but 57 per cent were more willing when it came to life-enhancing specifics.

More than two-thirds (67 per cent) are comfortable sharing with the healthcare sector, 57 per cent with financial institutions, 50 per cent with the public sector, 45 per cent with utilities, 32 per cent with retailers and just 28 per cent with social media companies. These preferences differed depending on their levels of trust and the value they recoup for sharing their data:  

  • Healthcare: Propensity to share driven by desire to optimise future health: keen to improve the NHS, 40 per cent are happy for the NHS to sell their anonymised data to third parties
  • Public Sector: Appetite to share hindered by concern it could be used against them: 62 per cent are sceptical that the data they share is used well by government agencies
  • Retail: Welcoming an era of ‘Me Me’ pricing: having wised up to enhanced marketing techniques, more than half (51 per cent) will purposefully abandon their virtual shopping basket at checkout to benefit from retailer re-targeting that induces a better price
  • Energy: An exposed generation looking for control: only 18 per cent trust their energy supplier to find them the best deal, leaving more than half (51 per cent) interested in home control apps in the future. But only 48 per cent would ‘share their energy consumption with energy suppliers to help them manage personal energy consumption and capacity at the national grid’
  • Financial Institutions: Consumers seek hyper-personalised control: nearly three in five (58 per cent) are interested in a service that calculates future financial situations using current work trajectory and spending habits and see potential from sharing their driving habits with insurers – such as being guided to cheaper petrol stations (41 per cent), having coffee pre-prepared at stop-offs (21 per cent) and offers on the move (23 per cent)
  • Social Media: Hold back from social media sharing: amid corporate over-sharing and the eroding of trust, 68 per cent are uncomfortable sharing data with social media companies

This is a generation that worries their jobs will be replaced by robots – they recognise a need for dexterity in learning, with 78 per cent expecting to keep learning new skills throughout their life, and four out of 10 prepared to invest either their own time or money into acquiring data science skills. But the research also found that they:

  • Feel financially naked – as they experience turbulent macro-economic conditions, austerity measures and fluid career projections, they look to their own data to gain control
  • Want to quantify every aspect of their lives – being visibly in control is a powerful aspiration, with almost two-thirds (61 per cent) interested in collecting and interpreting real-time information to make better life choices
  • Expect total recall – they have embraced information recovery, with 65 per cent expecting brands to have total recall of previous interactions to help them find exactly what they are looking for
  • Are becoming a generation of forecasters – want the ability to predict every aspect of their lives to feel more in control of their own futures
  • Look to computers to learn for them – artificial intelligence is becoming a computerised advantage offering a personal touch to individuals to help them predict future scenarios by converting the analysis of large data sets into natural language
  • Live in a ‘Me Me Me World’ – expect hyper personal communication based on lifestyle, beliefs, moods and aspirations that feed into the what, when, why and how they are communicated with.

Marketers’ biggest task now will be to build the buy-in required to gain the resources they need to execute on this more personalised experience. They’ll then need to follow through with the support of their technology partners to bring those plans to reality. Otherwise, they risk being left behind in both the marketing industry and the minds of their audience.

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Big Data Data Innovation Europe Insight UK

When it comes to data technology, ‘Blessed are the Geek’

Jed Mole examines data technology and says 21st century experts in data are colliding with top-level engineers to steam ahead as the very best marketers.

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Artificial Intelligence Data Innovation Global Insight Next Practice

Artificial Intelligence spend to see growth of 960% in five years

Big data, artificial intelligence analytics and connectivity are driving Fintech revenue, report reveals. 

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Data Management Global In the News Strategy and Management

Data strategies storm into global marketing teams

research_dataThe direct marketing industry has been predicting it for years and at last data strategies are sweeping through global marketing departments like wildfire as brands finally wake up to the power of customer analytics and predictive approaches.

Sir John Hegarty may not be happy about it, yet the BBH chief’s declaration that “data creates nothing; but creativity has all the time” appears to be falling on deaf ears in most marketing departments, according to new research from the World Federation of Advertisers (WFA).

The study, conducted in conjunction with The Customer Framework, found that 72% of senior marketers view data as a strategic asset, but flags up the growing potential for agencies and suppliers to get involved as more than half are only just starting to give it a central place in their marketing.

Based on responses from 32 companies with a global annual marketing spend of $35bn, the survey found that 31% described themselves as advanced or highly advanced in the adoption of data-driven marketing, using multiple data personalisation and segmentation techniques.

These advanced companies were underpinning their efforts with a range of technology solutions, including CRM systems, analytical systems, data management platforms and rules engines.

Data strategies still on the drawing board

However, not all companies are as advanced. Some 56% of respondents recognise they are still early in the journey, at best in the initial planning stage and have yet to deploy a data-driven marketing strategy.

The study also found a range in confidence in analytics, with only half “somewhat confident” and 27% “not very confident” in their ability to identify return on investment via data analysis.

Nevertheless, investment into analytics and insight is on the rise with 89% of respondents expecting to increase budgets and 31% to boost them “greatly”. The goal is to evolve the analytics function from historical reporting of “what happened” to more predictive and prescriptive approaches, something that a quarter of respondents already claim to be able to deliver.

The desire to build direct customer relationships via the use of first-party data was clearly highlighted by the research, with 73% of respondents considering this “business critical”, and 88% planning on ramping up usage.

However, with the increased use and processing of consumer data, 85% of respondents acknowledged that privacy is integral to building customer trust, and more than just legal compliance.

And it would seem that despite looming EU General Data Protection Regulation – which could trigger an opt-in marketing data regime – brand owners recognise that their ability to embrace a data-driven future relies on increasing consumer trust, which in turn, requires brands to go beyond compliance.

Some 85% of respondents viewed data privacy as an integral component of customer trust, not just legal compliance.

WFA researchMatt Green (pictured left), senior global marketing manager at the WFA, said: “It’s no secret that data has become important for marketing purposes, though it’s interesting to note that even some of the world’s biggest companies are only at the early stages of delivering data driven marketing strategies.

“Data consumption is set to increase rapidly and with that sophistication – clarifying how data will be used and how consumer privacy will be protected, should be a fundamental component of a brand’s strategy as it advances into data-driven marketing.

“Enhanced transparency and a strong value proposition will be vital to ensuring consumer trust in how the industry collects, stores and uses data today and in the future.”

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Best practice Data Strategy Global Strategy and Management

Unlocking the true potential of your data and powering your data marketing

In a world where the possibilities to engage with consumers are only increasing, it is time for marketers to utilise a DMP and effectively invest marketing budget.

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Big Data Data Innovation Global Insight

Big data analytics and mobile technologies ‘redefining the future of digital’

What is big data? Simply put, it refers to an extremely large set of information, and by association its growth and availability, and its implied subsequent usage. We have never previously lived in a world where we have such a potential to share information about ourselves and mine information about others; their thoughts and feelings, their buying and voting habits; their likes and dislikes; and the amount of time spent on each of these things.

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