Hyper Group’s Director and Co-Founder, Damon Bryan, will be presenting: ‘The Data Science behind Data Personalisation’.
BIBoss is an award-winning networking event for leaders in Business Intelligence and Data Science. Hyper Group’s Director and Co-Founder, Damon Bryan, presented: ‘The Data Science behind Data Personalisation’ and Infinity Works' Technical Director, Neil Dunlop, presented: ‘AI, where are we now?’, including a discussion around demystifying the preconceptions of AI.
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BIBoss: The Data Science Behind Personalisation & AI
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2. It’s all about creating rich and relevant customer
experiences tailored to the individual. As data volumes
explode driven by technology advancements, now is
the time to apply hyper-personalisation…
3. “Personalisation wasn’t supposed to be a
cleverly veiled way to chase prospects around
the web, showing them the same spammy ad
for the same lame stuff as everyone else sees.
No, it is a chance to differentiate at a human
scale, to use behavior as the most important
clue about what people want
and more important, what they need."
Seth Godin
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• Physical and Digital Footprint
• Further understanding through Data Science
• What are their emotions, what jobs do they
need to complete, what do they enjoy, how
do they like to interact with you etc
• Enabled by research and brought to life by
customer journey mapping
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1. Easy, fast and frictionless experiences
2. Valuable and enjoyable interactions
3. Relevant and inspiring content
4. Helpful and friendly service
5. Successful and useful consumer outcomes
“The combined cost
saving effect of
personalisation”
70%“conversation rate
improvement after
personalisation”
15%“Increased profits from
personalisation engines used
to recognise customer intent”
8. Nearly 40% of consumers have left a
website because they were
overwhelmed by too many options
Accenture
50% of consumers want companies
to be more transparent about how
their data is being used
CBI
71% of marketers feel overwhelmed by
data and 69% feel it's distracting them
from their core marketing duties
Transunion
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13. • Massive processing power
• Billions of customer interactions
• Customer expectation of real-time
• Daily or intra-day
recommendations expected
• Movement towards cloud & SaaS
• Affinity analysis
• Collaborative filtering
• Natural language processing
• Clustering & segmentation
• Transactional data
• Product review data
• Survey on sign up
• Onsite browsing data
• Offsite digital audiences
• Dwell time on browsed pages
• Search terms used onsite
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Visualisation of data is key to uncover
insights
The application of Machine Learning
and Analytics within the same platform
as BI enables human led optimisation
Understanding key metrics such as sales
or availability in real-time vs forecasts
enables quicker decisions to be made
16. 1 432
Create personalisation plan
to meet objectives
Uncover insights to inform
personalisation
Define business objectives for
personalisation to support
Undertake analytics & research
to understand customers &
journeys
5 876
Create content, campaign
& experience assets
Orchestrate
personalisation activity
Test, measure, learn,
iterate & optimise
Undertake gap analysis to
inform planning
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Personalisation & Data Strategy
Through our strategic development
framework, we help businesses to prioritise
the customer data initiatives that deliver the
biggest gains and quick wins.
We are experts in applying advanced analytics
and machine learning & AI to the complexities of
customer data whilst being fully focused on the
commercial impact.
Data Science & Machine Learning
We develop real-time personalisation solutions
using proprietary affinity based techniques,
either utilising your existing technology stack, or
delivered through our own SaaS based platform.
Technology & Solutions