A persona is an internal model of the key attributes, motivations, and goals of your target customers (prospect, audience…). A persona is a statement from you to your customers and prospective customers that illustrates to them, that you understand their jobs-to-be-done, their needs, as well as, what keeps them up at night (the emotional component). It should be used to describe your customers to your internal teams, from Engineering to Finance – and all in between – making sure everyone understands it.
A business exists to provide value to, for and with customer’s. They do not exist to promote products; sorry. In a business to business (BtoB) setting, the ‘to, for and with’ is not likely restricted to one person or role on either side of the equation. From the customer side, the buying process includes a set of people who, at the end of the day, are trying to understand, “what’s in it for me”. Therefore, there is likely more than one persona who needs to be heard, considered and the more complex the product, the more personas in the mix.
Who considers What, and When?
I spent the past few days thinking more about the execution parts of marketing more than I have in quite some time. I kept coming back to personas – and how much sense they make. I could not get the figures below out of my mind. One chart shows which roles (persona) influence which part of the buying cycle, the second chart maps roles (persona) against information source. According to Forrester (source of chart data) “No one influencer has more than 30% of the total power through the purchase process.” and 7.6 is the “Average number of different sources used throughout the purchase funnel.” I do have some issues with broad brush statistics, especially in this case, as the part of the buying cycle does have an impact – as the charts clearly. My interest is in ‘connecting the dots‘ because in isolation, the data is not all the interesting – but together they say something.
The intersection of the two tells a marketer not only where to day something at a certain stage, but who they are talking to, right? If these questions were in the same survey then I would certainly cross tab the results of the two questions. For example it is nice to know that 70% of organizations answered that a manager, not in IT is involved during the awareness phase. It is also nice to know website and In-person are the most influential channels during the awareness phase (Hmm, Hubspot might tell you different). Putting the two together, if logic holds, my website better speak to the persona of a non-IT manger type, no?
Now, I might be trying too hard to connect things that could get you all in trouble if the focus is too strong. I am not suggesting that you ignore the individual contributor, nor the social channels (both lower for the respective questions, during the awareness phase) – but it does give you pause and possibly get you to think about specific messaging. I am not saying to message for the sake of message. I am saying that understanding the perspective of your buyer, speaking to him or her as a human, in language they they understand (aka, not three letter acronyms which makes sense to you).
What about the selection phase? This phase is interesting, as the data suggests that it is the most senior IT person who has the greatest influence and their greatest influence….internal, not external. The buying decision is heavily influenced by “colleagues within the organization”. Now, it is probably not a big leap to suggest that the colleagues are going to share what they have learned during earlier phases. Further, the CIO is not likely the one reading your website, his or her team are the ones reading the website.
Do the charts above speak to you? If so, what do they say? BTW, where does the ‘Passion’ fit in? If you really believe that you can solve specific problems for specific people, then your passion will come through – that simple.
This post was written as part of the IBM for Midsize Business program, which provides midsize businesses with the tools, expertise and solutions they need to become engines of a smarter planet.
Primary sourced research is valuable, adding one’s own interpretations (which I will) is the added benefit of blogging. The most recent IBM research “From Stretched to Strengthened – Insights from the Global Chief Marketing Officer Study” (URL) is a good read. Research based on CMO conversations is arguably meant for a CMOs. As usual, I found myself considering this from a different perspective. The question which kept popping into my head was whether the office of the CMO is the right place to drive the call to action suggested by the report. I am not it sure is, there, I said it. The CMO should be part of the team, but not the leader of the team. I believe that the research needs to be read by others within the organization as well.
The three imperatives identified by the report, in no particular order:
- Deliver value to empowered customers;
- Foster lasting connections;
- Capture value, measure results.
Being brutally honest, I agree with the first, not so sure about the second; at least not in the way the company will make it happen. Finally, while I agree results need to be measured, I am not sure what “capturing value” is about (in this context). The message that keeps hitting the reader over the head is that CMOs are more than a bit nervous regarding the new, cool ‘socially’, stuff and are now concerned about the amount of data coming their way; because of all this new stuff. There is a bit of parroting going on as well, talking about engagement, but, in my opinion, not a clue how to actually do it.
Seasoned marketers are having a tough time understanding social media and are concerned with multi-channel initiatives (called channel choice, just wait until they try to solve cross-channel) and are unprepared for shifting customer communication preferences. I suppose that I should not be too surprised by some of the findings, as the areas of concern are relatively new (3-5 years) and were not top down initiatives; they came either from the bottom up, or from customers themselves.
Some issues and concerns
While I do agree, strongly, with the following sentiment, this is going to be a struggle of monumental proportions to execute solely within the marketing organization:
“The most effective CMOs focus on getting to know individuals, not just markets. They mine new digital information sources. And they use customer analytics to turn data into insights on which their organizations can act.”
Traditionally, marketers look at markets, while Customer Service talk to customers (Figure 6 in the report proves the point). How do you convince a CMO who has “Data explosion” at the top of the list of concerns to speak with and listen to individual customers? Without a doubt, the more customers you connect with, the more insights that can be gleaned. But, that does of course mean a whole lot of data, no? Please, do not get me wrong this is critically important, but hard. The CMO cannot do it alone, nor should they try.
In the ‘Tough questions to consider’ area, I cannot help but to think that these are the exact same questions that customer service and multi-channel contact centers have been working to solve for the past 5-10 years (not that we are there yet):
- How are you gearing your ‘teams’, programs and processes to understand individuals and not just markets?
- Which tools and processes are you investing in to better understand and respond to what individual customers are saying and doing?
- How do you safeguard your customers’ data and privacy in a multichannel, multi-device world?
Yes, the intersection of business process, CRM and contact centers is the future of customer experience. The umbrella term is Business Technology. These core elements are the center-piece of the contact center, now and in the future. The companies who get it will be sharing the responsibility of delivery, and there will be a person accountable for the results – not likely to be the CMO.
Does this map to earlier research?
An earlier IBM report, which I also wrote a post about (The Perception Gap), shows that many organizations are missing the point. “Customers do not want a relationship with your business, they want the benefits a relationship can offer to them”. It is clear to most people that talking is not the same as engaging. Here is what I think is not so clear, listening is NOT the same as engaging. Active listening maybe, proving you heard what was said (by actions and words), now that is engagement.
It begs the question: are the CMOs really the ones who are going to engage? If the objective is really about helping customers to enjoy the products and services they have just purchased and your desire is to collaborate and to co-create new products and services, is the CMO the right person (office) to lead this charge? I would say “No” because marketers are used to looking at markets, not engaging with individual customers. I am sure I will get a lot of flack for the blasphemous comments, but I ask you to consider it for a moment.
In the image to the right, the report suggests “Outperforming” organizations “invest more effort in capturing and using data to foster customer relationships”. Yes, the data does suggest that to be the case. However, they also invest more effort in Segmentation/targeting as well as Action/buy and I am hard pressed to see conclusive evidence suggesting which one of the investments is driving the success. Given what I like to talk about, write about and analyze, I would like nothing more than for the chart to prove a causal relationship. However, it does not answer to the needs of the customer either (this is an inside-out versus outside-in perspective).
The previous IBM research paints a different picture of what the customer wants (or at least what they say they want). Back to my core concern, do you trust the CMO to make the required changes to meet the customers where it will work? If you are the CEO, are you driving the CMO in the right direction? Or, if you are the CMO, does it make more sense to get a bit closer to the contact center and work together to properly engage with the customers on their terms and offer the real value that they are looking for? (Too harsh?) It is always possible that my comments are also too myopic coming from the other direction, but I am not convinced that is the case.
The question was raised on Focus and my answer may have surprised a few people. I started my answer with a disclaimer “I work at Sword Ciboodle” (a technology vendor for those of you who do not know). I then proceeded to state my opinion that no technology vendor currently leads the market, even questioning if there is a “market” for Social CRM, my logic is that technology is only one part of the problem. By the way, the word Social is starting to get in the way:
“The leaders in the market are the consultants and analysts. The reason is simple, I am not convinced that Social CRM is an actual market. Integrating Social Channels into a customer strategy is something that needs to be done, absolutely. Connecting the Social dots is something that does need to be understood and practiced, but a market, not sure yet.
When I was speaking on the topic last year, I was cautious to describe it as ‘CRM in the Age of Social’. Customers have problems to solve, companies need to figure out how to solve those problems – just with a whole lot more channels. My first statement about consultants and analysts was not a knock, it is a recognition of the complexity of the problem, people and process first, not technology.
CRM is often discussed by its 3 core components, Sales, Marketing and Service – when we discuss Social CRM, which one are are talking about? Or are we talking about all 3 and more? Are we talking about Business to Business or Business to Consumer? There are 6 segments at least, where I believe there might be 6 different leaders”
Social CRM does Require Technology, but it is about People
A previous topic also on Focus sheds some light on my answer; “What are the top reasons for integrating Social Media with CRM”. Caty Kobe expands the question/problem statement to facilitate the discussion: “What are the top reasons why an organization should integrate CRM with social media channels” – There is the explanation to my answer, right there, simple. I did not even need to go to the answers (though friend Brian Vellmure has a good one), just the question.
Social CRM, from the technology perspective, is about integration of new channels, Social Media is a channel. Properly, Social Media is dozens of channels, where you need to choose the ones right for your business. The hard part, the real work, is choosing which channels to integrate and then designing the processes around these channels – the people part. Just “being there” because someone told you to is not a reason! Too many industry insiders (Vendors, Analysts and Consultants) are trying to put Social CRM into one simple bucket, it is not simple, and it is not one thing.
We need to find a balance among the new terms, big words and fluffy buzzwords. It is not all new – parts are new, the combinations are new, but in the end, Social Media is just a channel. If you are trying to figure out the Social CRM puzzle and you are doing your research, you might find definitions and descriptions; something like ‘The company’s response to the customers’ control of the conversation’ (@pgreenbe). If you are not comfortable with that one, I am sure you have found one you like. There is only one correct answer to the question of what is Social CRM, yours. Not OK with that, how about focusing on the strategy, not a definition? Looking back to a great post by friend Wim Rampen, who outlined a concise Social CRM Strategy:
“A Social CRM Strategy is all about understanding Who the customer is, through Listening to Engaging with and Collaboration between Customers, Employees and Partners and aimed at Developing Innovations that allow Customers to do What Jobs they need to do, by means of a Personalized Design that empowers Customers, Employees and Partners to influence How well Customers and Companies can meet their Desired Outcomes.”
Wim outlines some great actions, I encourage you to go back and read the original post and the conversation which followed. Notice that Wim only touches upon the technology components. Recognizing that they are there, but not focusing on them first. Some may find this strategy to constraining, some may find it to broad. The beauty of sharing it is that people can take from it and see how it fits within their own organization. It is not only about building new strategies and new frameworks – honestly I think some of the new stuff, without even a hint at looking at the old is pure rubbish. You will need to take this strategy and apply it to your programs of work. If we all spent a little bit more time understanding where we have been, we might be better at figuring out where we need to go.
So, Who is in the Lead?
Finishing off with the Social CRM Market question, which I do not want to leave hanging. There is not ‘a‘ Market, there are many different Markets, including both technology and consultative, there are data questions and process questions. From integrating social channels into your Customer Service operations (where Ciboodle excels) to Socialytics (which Ciboodle does not do, but we have friends who do) – and all the bits in between. For now, it is about how to integrate; technology and process, Social into the programs of work for the foundational components of CRM; Sales Service and Marketing. In the future, we will be able to get rid of the ‘Social’ descriptor and go back to focusing on doing business. The organization or person in the lead is the one who solves the problem you need fixed – not the one with the best marketing department.
Earlier this week, I was able to catch-up with friend Graham Hill via Skype. Before you get too far, this is not an interview style post. This is an extension of the sharing of ideas to a broader audience. I first met Graham, in person, about two years ago, his insights into CRM, Design Thinking, Innovation, Co-Creation and a broad variety of both business and technical topics is simply awesome. We touched on many different topics, and true to form, after the call, Graham shared links and resources, which I thought would be worthwhile to share beyond just our conversation. I do have a lot of reading to do, that is for sure! We did spend a fair bit of time talking about SMS as well, in relation to some research I am currently working on – post forthcoming.
First a new approach / framework for requirements gathering with a focus on the agent/user call the i* Framework. The framework takes a new approach to designing systems based on how work is done and how value flows through work systems. Graham was passionate about this particular framework and it sounds very interesting and valuable to designing systems.
The i* framework conceives of software-based information systems as being situated in environments in which social actors relate to each other in terms of goals to be achieved, tasks to be performed, and resources to be furnished. The i* Framework proposes an agent-oriented approach to requirements engineering centering on the intentional characteristics of the agent. Agents attribute intentional properties (such as goals, beliefs, abilities, commitments) to each other and reason about strategic relationships. Dependencies between agents give rise to opportunities as well as vulnerabilities. Networks of dependencies are analyzed using a qualitative reasoning approach. Agents consider alternative configurations of dependencies to assess their strategic positioning in a social context. The framework is used in contexts in which there are multiple parties (or autonomous units) with strategic interests which may be reinforcing or conflicting in relation to each other. Examples of such contexts include: business process redesign, business redesign, information systems requirements engineering, analyzing the social embedding of information technology, and the design of agent-based software systems.
The Second link which references the part of our conversation which touched on Value Networks and Collaboration. A new approach to modeling collaboration within an organization.
Work life is completely changing as social networking and collaboration platforms allow a more human-centric way of organizing work. Yet work design tools, structures, processes, and systems are not evolving as rapidly, and in many cases are simply inadequate to support the new flexible and networked ways of working.
Value Networks and the true nature of collaboration meets this challenge head on with a systemic, human-network approach to managing business operations and ecosystems. Value network modeling and analytics provide better support for collaborative, emergent work and complex activities.
Third – We both get a bit passionate when relationships within the business world end-up being unequal. The following talks about companies are managing customers for value over their whole lifecycle, not just at sales touchpoints. This topic is particularly important to me at the moment in my new role. Here is the link (It is an HBR article and is a PDF)
Companies have powerful technologies for understanding and interacting with customers, yet most still depend on mass media marketing to drive impersonal transactions. To compete, companies must shift from pushing individual products to building long-term customer relationships.
The marketing department must be reinvented as a “customer department” that replaces the CMO with a chief customer officer, makes product and brand managers subservient to customer managers, and oversees customer-focused functions including R&D, customer service, market research, and CRM.
Any conversation between two passionate people within the CRM domain, which did not spend just a few minutes talking about loyalty, would be a missed opportunity. Thus, true to form we spent a few minutes talking on the topic, with more reading for me on the topic! The following is an excerpt from another PDF, this time from the Economist, shared by Adobe and of course, part II (also a PDF).
Most companies today face a two-fold dilemma. In many product and service categories, competition based on both price and quality is increasing. Customers, faced with so many good choices, are making decisions based on a variety of complex factors. Even in business-to-business sales a similar dynamic is evident, as loyalty and relationships play less and less of a role in many contracts.
In this environment, the enterprise interested in winning, retaining and deepening customer relationships can no longer do so simply by creating a better product or even by holding down costs. For many companies, both strategies are essential simply to stay in the game. Increasingly, executives are finding that the winning differentiator is no longer the product or the price, but the level of engagement—the degree to which a company succeeds in creating an intimate long-term relationship with the customer or external stakeholder.
Sharing thoughts, information and resources is how we all learn and get smarter. Graham has a tremendous amount of knowledge and experience. In a social world where too many people are trying to replace experience with book knowledge, Graham strikes a great balance (with more of both, than most) – and most important, he is willing to share. As you can probably gather, we touched on lots of different topics and and the discussion was quite enjoyable. I am looking forward to our next conversation, and getting together with Graham in NYC this summer – Enjoy!
The Tinkerbell effect describes those things that exist only because people believe in them (source wikipedia). I wrote a post last spring while blogging for my friends at SugarCRM where I talked about Social CRM succumbing to this phenomenon. I suppose I could make this really controversial and slam Klout. But, Klout is simply supplying the ‘fix’ of choice; popularity, to the Social elite. While at the same time emphasizing some really bad life lessons (ego and elitism, to name just a couple). It goes without saying that Twitter likes it. To “get more” Klout, just use Twitter more; that according to Klout Chief Executive Joe Fernandez, as seen in the Wall Street Journal:
Last year, Britney Spears’ managers, Adam Leber and Larry Rudolph, requested a meeting with Klout Chief Executive Joe Fernandez in San Francisco. Over a lunch of Chinese food, they grilled Mr. Fernandez on why Ms. Spears’ Klout score, then around 64, was lower than Lady Gaga’s 78 and Ashton Kutcher’s 77.
“What are these people doing better than us?” Mr. Fernandez says they asked.
Mr. Fernandez says he advised them to tell Ms. Spears to tweet more frequently and to send more tweets herself instead of having others tweet on her behalf.
Let’s Fast Forward a Bit
I really wanted to try and avoid writing a post on Klout, but temptation simply got the best of me. I saw – on Twitter of all places, go figure – a link to a post on Klout, where Trey Pennington shared the following:
Klout’s founder, Joe Fernadez, is both a genius and a gentleman. He recognized a need in the marketplace and has been working aggressively to satisfy that need. The business press is taking note and is given him and his company earned recognition (and venture capitalists are giving him/them the big bucks to back it up).
In reviewing some of Trey’s recent posts, I realized I had jumped in, in the middle and missed the context of the series, where Trey first talks about how people can game the system, and ends (well, at least as of this writing it seemed done) with some real words of wisdom.
Many people recognized the humor and absurdity of my four keys. I’m glad. If you’ve heard me speak, read my blog, or engaged with me online, you know I cherish Zig Ziglar’s oft-quoted axiom, “You can have everything in life you want if you’ll just help enough other people get what they want.” You’ve probably also heard me state and defend against all challenges the admonition, “Follow back every person who follows you on Twitter.” Even though that suggestion STILL ruffles some people’s feathers, I still advocate accepting another human being’s out-stretched hand.
Which brings us back to the real issue of increasing one’s influence. Is that a worthwhile goal? I wonder if influence, like corporate profits, is a by-product of rendering valuable service to others. Render enough valuable service to others, and you’ll have all the influence you need.
In my exploration, using Social means, I have found that the people who have the most influence are the ones who are truly humble, the ones who would prefer not to have influence. If you really want to dive in deep on the science of influence, spend some time reading Michael Wu’s posts, starting with this one. Michael started the series last April, and readily admits that it is in its infancy:
Influence marketing today is in a state of experimentation that scientists call the pre-paradigm phase or exploratory phase. During this phase, everyone is trying different approaches based on experience. There are incomplete theories about why some approaches work and others fail, but there is no underlying fundamental principle that explains everything.
The idea of Klout is not bad, but in its current form, it actually is bad. There is no context to the influence. There is no shortcut to getting to the right people. People who I know are, or should be, more influential on a particular topic have better things to do than to hang out on Twitter, so guess what, their score suffers. I also know that many others will do a better job at analyzing this topic.
The Conclusion? Klout is not here because people are confused nor because people really need it, in its current form. Klout is here because they have marketed it well.
Customer expectations are high and organizations are constantly challenged to meet, or dare I say to exceed expectations. Interestingly, I do not think many organizations can definitively state their customer expectations, can you? Go ahead and ask, before your head of sales, marketing or anyone else with a fancy title reads this, ask them: “What do our customers expect?” I also believe that the bar is continually changing. Asking the question above often receives a “we do not simply want to meet expectations, we want to exceed expectations!” Great, you are not really sure what expectations are, but the bar has just been reset!
Think through the following: You walk into the local candy shop and the person behind the counter weighs out the 1/2 pound of Jelly Beans (Strawberry Cheesecake, if you must know). After they weigh it, they affix the little sticky with the weight and price. Before they seal the bag, they throw in another small scoop of Jelly Beans. Your expectations have just been met and maybe even exceeded. Now, what do you expect the very next time you walk into the candy shop? This is obviously an over simplistic view of the world. Take the conversation to cars, houses, software, insurance policies, mobile phone, cable and Internet provider, the list goes on and how do things change?
Expectations Around Service are Different, or are They?
The hyper-connected, mobile, choosier, but ‘I am your customer’ demands simplicity and is less tolerant of business-driven organizational procedures. Customer experiences are made up of interactions and touch points with the people, products and services a company provides to them. The connection – you might say the emotional connection – between customers and an organization consist of the sum of these experiences. The simple question is; “Are you organized in such a way to accelerate your company’s ability to deliver a 21st century experience to the 21st century customer?”
Extending the Jelly Bean example to more complex organizations is hard. For one, it is harder for these organizations to simply give you something extra with regards to service or product. I suppose that you could get a few extra minutes on your mobile phone, but if calls were dropping in the first place, then I am not sure what that does for you. As organizations decide to offer new and different channels, they might be giving the appearance of an increased level of service, but for the general population, did anything really change? You have now met the expectations on these new channels, because you are there. Well, maybe, kinda sorta, for the few that are yelling and screaming on Social channels you may have now met expectations. Did you just reset the bar on Social channels too? Did you invite more people to yell and scream?
I am excited to spend a few minutes with friends and super smart CRM folks Paul Greenberg and David Myron next week, for Webinar. The discussion will be light and we are going to have some fun (probably at my expense) and talk through some of the fun and maybe not-so-fun issues people who think about customer service stay up at night wondering about – basically that Customers are fickle. They change and are changing the way they communicate with each other – and your business – and this change is happening at a frenetic pace. Last year’s never-ending debate was the definition of Social CRM, thankfully, this year we have moved on. I can promise you that we will NOT talk about definitions, Cloud Computing nor Software-As-A-Service, we will focus on the fundamentals of customer service and keep the topic focused on business issues.
If you examine your needs rather than wants, you will quickly discover what is right for you. Take a moment to think about what you use CRM for. How many people does the system need to support? What business processes do you do most often? How many hours a day will you be in the system? Is it important that your next system is lower cost at the possible expense of features you may or may not use?
In too many cases people choose their CRM System for the cool UI, great press or because it is a trendy favorite. If you do, you might either exceed your budget or have to go shopping again soon. Let your needs, not your wants, drive your decision. I have written very similar words before, sorry if this is a repeat. I have stated clearly as have many of my peers, and mentors before me to make sure you have a good understanding of what your customers need to do, beyond what ‘they want’
OK, now read the following:
“If you examine your needs rather than wants, you will quickly discover what the right car is for you. Take a moment to think about what you use your car for. How many people do you need to transport? What type of driving do you do most often? How long is your commute? Is it important that your next vehicle get good gas mileage?
In too many cases people choose a car for its styling or because it is a trendy favorite. If you do, you might either exceed your budget or have to go car shopping again soon. Let your needs, not your wants, drive your decision. Here are a few other questions to keep in mind when you begin your car-buying process.”
The quote above is from Edmunds.com: “The 10 steps to Finding the Right Car for You“.
The number of similarities is almost funny. Even the text within each category is amazingly similar.
- Step 3: Should you Lease or Buy (CRM Equivalent: On-Premise versus SaaS)
- Step 5: Have you considered all the costs of Ownership
- Step 6: Research options (Internet and Educated Consumers)
- Step 7-10: Test Drive and the Buying Cycle
What Model Do You Want?
I could spend a whole lot of time continuing down this path (metaphor, analogy what ever you want to call it), but that is not really my goal. My goal is to simply point out that I believe the needs of drivers are different now and so are the needs of businesses, with respect to CRM. Does that mean we need to call it something new: Social CRM versus CRM? Or does it simply mean that CRM was a comfortable 4 door sedan, which still works for many folks and Social CRM is the fun cool Crossover, Hybrid, Sporty Convertible? It sure is a lot more fun to talk about the cool cars! However, we cannot lose sight of the fact that no matter which care we drive it needs to get you from point A to point B. I has to have 4 wheels, an engine and a steering wheel. It requires maintenance, fuel and cannot drive itself.
I do believe that Social components of CRM are very important, and will be increasingly important. I believe that Social components of all aspects of business are important as well. How many new names and definitions do we need to create? Living in Vermont in the summer it is very easy to forget that if I get sucked into that fancy sports car, rear wheel drive and speed rated tires, I will most certainly not be able to even make up my driveway come January. I guess I would not make a very good Car Salesman!
To be clear, I will continue to write about and get behind Social CRM initiatives. I believe Social CRM is an extension of CRM. Core CRM, the basic blocking and tackling is still required, and more critical than ever. I spend a lot of time thinking and working through exactly how these extensions are added, implemented and used.
- There is a Big Difference Between Can’t and Won’t
- Stop Thinking in Two Dimensions
- No Beginning, No Middle and No End
- Rethinking the Customer Journey
- The Simplest Thing I Ever Had to Write
- Context Integration, the Future of System to System Interactions
- The Evolution of Customer Community
- The Fine Line Between Personalization and Creepy
- Experience Innovation
- Maybe We are Using the Wrong Words to Describe Collaboration
- The latest The Artificial intelligence Daily! paper.li/mjayliebs/1490… #artificialintelligence 19 hours ago
- The latest The Artificial intelligence Daily! paper.li/mjayliebs/1490… Thanks to @joel_precision @BigData_LDN @sandeepbhat #ai 23 hours ago
- The latest The Artificial intelligence Daily! paper.li/mjayliebs/1490… #artificialintelligence 1 day ago
- @wimrampen @prem_k SMS is also part of the program - love to talk more. 1 day ago
- @wimrampen @prem_k That is the point, I am in Messenger, I do not want to go to the website. 1 day ago
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