Tag Archives: Alexa

In The News: Ad Age Data Design & Alexa

I was recently interviewed by Ad Age discussing the efforts of my data design team and our work with Amazon and the Alexa Skills Kit.

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When I first joined the Epsilon agency team I wanted to bridge traditional brand planning, strategy and data science to uniquely assess all of our data sources and build recommendations that leverage the right data to assist planning, strategy development and data-driven insights to support strategy and creative.

Now the agency data design group is comprised of 3 core components: 1) Mapping the data landscape 2) Storytelling through data 3) Consulting & training. My goal with this team is align intelligence from the data, regardless of source, that will inform how we communicate and message with consumers as technology and behaviors evolve and most importantly drive performance.

There are three primary areas of focus for the team:

1) Proprietary data sources & methodologies e.g. Leveraging Epsilon’s structured data

2) Unstructured data sources & methodologies e.g. Finding previously invisible insights by applying machine learning & artificial intelligence to unstructured category data

3) New data sources & methodologies e.g. Uncover new types of data sets that we call affective datasets and how it will impact and reshape how we connect across the consumer journey

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Unstructured and New Data sources combined with Epsilon’s proprietary data began to accelerate our processing and analysis capabilities to uncover consumer truths with unstructured data to further fuel our agency’s strategic storytelling and data driven creative leading to an evolution of brand planning.

For the past 12 months my data design team has focused on aligning emerging artificial intelligence systems and algorithms with our structured data assets to combine all of the following elements.

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Data Design is the bridge between planning and bleeding edge tools like cognitive computing, artificial intelligence and natural language processing. Ad Age highlighted our approach with Amazon and how we leverage machine learning on amazon.com down to the product SKU level to further inform communication and engagement strategy as well as our team being one of the early adopters of the Alexa Skills Kit (ASK).

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Here is an example of data design concepts in action.

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Follow Tom Edwards @BlackFin360

Amazon Alexa & Voice User Experiences

Since it first arrived at my home nearly a year ago I have been hooked on the the Amazon Echo and the potential of voice based user experiences. This week I spent time in Seattle at Amazon HQ meeting with the Alexa partner team discussing everything from voice UX best practices, skills development for the Alexa and more.

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To recap, the Echo and it’s cloud supported voice based engine Alexa have been in development for the last 6 years. Since it’s initial launch the devices that comprise the echo ecosystem are regularly sold out and based on the nearly 40,000 stellar customer reviews  (4.5 stars) the experience is resonating with it’s users.

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The core of the experience is a combination of automated speech recognition, natural language processing and a cloud based AI that comprise a voice based user experience. Voice UX is another example of a conversational experience and will become pervasive over the next few years.

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As with most artificial intelligence entities, learning new skills is how personalized and contextual experiences will be created. With Alexa It is possible to “teach” alexa new conversational elements and interactions through developing skills.

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An analogy would be when Neo in the Matrix “learns” kung fu through a knowledge/skill upload. In a similar way Alexa may not be able to learn Kung Fu, at least not yet, but it is possible to build highly engaging voice based experiences.

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Developing Skills for Alexa is one of the quickest ways for brands to connect with the rapidly growing audience that calls upon Alexa to empower their daily lives. Brands such as Dominos and Capital One have already launched skills to capitalize on being the first to own certain invocation phrases. With the Dominos skill a user can order a pizza and track their order through Alexa.

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Skills are comprised of a Skill Interface and a Skill Service. The Skill Interface is how the Voice User Experience is configured. This includes invocation and utterance phrases from the user as well as the mapping of intent schemas scored and resolved by the Skill Service. This is how Alexa is trained to resolve a users spoken word and connect it with a users intent and resolved into action.

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One of the benefits of Alexa is that the experiences can persist beyond a single session. Even though the experiences may seem ephemeral by nature, the fact is Skills can be created that persist across sessions. This could be hours or days.

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The other benefit is that all invocations and interactions are mapped to cards in the Alexa companion app. This is one way that brands can connect a skill interaction with mobile and digital campaigns.

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Other benefits for brands is that it is possible to deep link to skills within the Alexa companion app for those looking to connect omnichannel communication and messaging to drive discoverability of the skill.

One of the key points for brands to consider is the role being “first” can play when it comes to user invocation terms. Brands that align with non-trademarked terms such as “laundry” will be the first in the order of how skills are discovered. This is key as the Alexa engine expands beyond the Echo with Amazon Voice Services.

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Looking to the near future there will be 45 million connected homes by 2017 and connected car penetration will be over 60 million cars by 2020. The role that Alexa will play in the coming years will go well beyond the Echo, Dot, Tap & the Fire Stick and extend into other form factors through the portable Amazon Alexa Voice Service.

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An example is the connected car partnership between Ford & Amazon to further connect Alexa. This is where the platform will create scale across the ever growing IOT ecosystem.

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Future posts will cover emerging trends tied to Voice Based User Experiences such as the infinitely wide top level UI, definitive choices, automatic learning, proactive explanation as well as user punctuation. For additional questions or assistance with Alexa Skills please follow Tom Edwards @BlackFIn360