There's a chicken-and-egg issue with digital disruption. Making decisions based on numbers instead of gut instinct is recognized to be a superior approach in many situations, but before you can get to decision making, people have to be able to use things like AI and ML. Humans are not naturals when it comes to numbers; thinking back to high school algebra is all it takes to convince most of us.

In 2018, 8.8 percent of all retail sales globally, totaling more than $2 trillion, were made online. As the total number of online purchases grows, a compelling case can be made that e-commerce customers expect to receive support that is as good as or even better than those who purchase the very same products in a store. In person, it is very easy to verify the proper set-up and operation.

Here we go again, right down the hype cycle and into new product land. In the last week, two major enterprise software companies, Oracle and Salesforce, announced customer data platform products. Oracle announced its product last week in Las Vegas at its Modern Customer Experience event. This week, Salesforce announced that it is building a customer data platform.

AT&T, T-Mobile and Sprint have sold access to subscribers' real-time location data to aggregators, which in turn have sold it to about 250 bounty hunters and related businesses, according to a report. In some cases, the data allowed users to track individuals to their specific locations inside a building. Some companies made thousands of location requests to data brokers.

The social media model has come under increased scrutiny following revelations of data misuse and news of executives reneging on some security commitments. People expecting to change the situation will need to address how social media works. This means changing not just the business model, which describes how a social media business makes money, but the fundamental technology model too.

Decision makers in any sales organization know that forecasting correctly is both art and science. To predict the unforeseen successfully, you must use every piece of logic and reasoning available to help you make your predictions reality. When developing a strategic forecasting approach, your business needs to take a number of items into consideration simultaneously -- and that is no easy feat.

Disruptive innovations are only disruptive for as long as it takes competition to develop and thus create a market. Worse, for the disruptor, the niche it created can spawn other niches. Social networking provides a vivid example. First, there were networking sites that could help you find a job or a sales lead. Then there were social sites whose purpose was simply, well, networking.

Microsoft and Kroger announced a collaboration on Retail as a Service to equip stores with Kroger Technology products that run on Microsoft Azure. The technology utilizes the IoT, connectivity, the cloud, and data collection and analysis to improve both customer experiences and store bottom lines. Two stores will pilot a smart technology system connected by IoT sensors, running on Microsoft Azure.

Oracle narrowly missed its number last quarter, so it was good to see the company come roaring back -- it made a lot of money. More importantly, many analysts have conceded that Oracle has reached a point in its infrastructure deployment where it can mount a serious challenge to other providers and supply the needed cloud services for its ERP and cloud database businesses.

The borderless promise of e-commerce doesn't mean one size fits all. Your business can have customers from around the globe, but if you want to keep them and grow, it is crucial to understand local shopper preferences and behaviors, and be able to respond to them. Without localization, you won't have an effective go-to-market strategy, and your opportunity for growth will stall.

Selling location data collected by mobile phones has become a lucrative business, according to a report that noted location advertising sales are expected to reach $21 billion this year. At least 75 companies receive anonymous, precise location data from applications with the location services feature activated. Several of those outfits claim to track 200 million mobile devices in the U.S.

From technology innovation to the workplace, the business landscape has been evolving rapidly, and companies now are tasked with adapting to fast change in a world of digital transformation. There is one element that will remain a constant requirement for success: meeting the needs of customers and delivering a quality experience. Nurturing customer relationships is vital for a company's success.

How do they really know? That's the question that immediately comes to mind in reviewing the top-level data from Voxpro's recent survey of customers and their relationship with chatbots. The data show that 68 percent of consumers haven't used chatbots to contact a brand. About 1,000 people answered the survey. How reliable is that number, though? I'm not disrespecting Voxpro -- just the opposite.

The conventional sales funnel exceeded its usefulness a long time ago, roughly when the Internet gave us the ability to gather information about vendors, products and services. Without the necessity of contacting a salesperson, individuals and businesses could eliminate the middleman in the information exchange. The result was sales cycle compression and more emphasis on getting a good deal.

For all of the dazzle of its rapidly evolving software portfolio, which includes a self-monitoring and self-patching database that also configures itself, as well as numerous cloud applications, Oracle has begun showing its credibility as a hardware vendor. Hardware has commoditized and will not return to the prominence it had in the early days of the tech era.

Until fairly recently, industry pundits had all but written off voice as a customer engagement channel. Considering there were more than 100 billion inbound calls via mobile devices alone in 2018, the past year has proven them wrong. There has been an incredible resurgence of voice as the new UI of choice, and it remains the chief channel for complex customer inquiries and interactions.

Are you a retailer trying to get ready for the 2018 holiday season? Well, I'm afraid I can't help you. Just kidding. Sort of. I could just sit here and share yet another checklist to remind you of all the standard e-commerce table stakes you need to master. However, what I really want to do is help you get ready for Cyber Monday 2019 -- and beyond.

The holiday season presents a significant opportunity for sellers to capture unprecedented sales on Amazon. Cyber Week alone, the seven-day period beginning the Tuesday prior to Thanksgiving and running through Cyber Monday, is expected to account for 40 percent of all e-commerce sales during the holidays. The bulk of those holiday sales are likely to occur in one place: Amazon.com.

I have never been a big fan of the term "360-degree view of the customer," mostly because you never can have a complete view of your customers. It's simply impossible. Things happen that you don't capture in the data, as CRM guru Paul Greenberg has pointed out. They get divorced, their dog dies, they get a really nice birthday gift. Those things can affect customers' buying behavior.

"Mobile advertising and location-based marketing are getting more and more data-driven, both in targeting and analyzing results," said UberMedia CEO Gladys Kong. "Advertisers are trying to understand more about the consumer's journey. They want any insights they can get their hands on in order to understand the consumer. Location measurement is becoming a much more important part of advertising."

American companies spend an enormous amount of money on training. Spending reached more than $90 billion in 2017, an increase of over 32 percent from 2016. It's unlikely that even a small share of the billions spent on training last year were devoted to educating and motivating employees to regularly and accurately input data into a company's CRM. Maybe it should have been.

Shopping: It's not what it once was. Forget the long drive to the mall and countless hours of browsing. Customers now simply log in from the comfort of their own home to have the world at their fingertips. The massive uptake of e-commerce is an unprecedented shift in consumer behavior, expectations and purchases. The evidence is clear: Internet shopping is the most popular online activity.

If you want to boost sales performance, "there are a few things to think about," said Optymyze SVP Arturo Bentin. "One is, what behaviors are you trying to drive? When you're talking about sales performance, you're talking about a lot of things. You need to think about the metrics and the tools you can use to drive those specific behaviors in your salesforce."

A lot of people might have thought Oracle's announcement of the autonomous database at last year's OpenWorld and its subsequent release earlier this year were the whole story, but there's a lot more. This week's webcast featuring Larry Ellison was proof. Ellison must find his CTO role -- since he handed the CEO reins to Safra Catz and Mark Hurd -- to be stimulating and liberating at the same time.

Versium has announced a partnership with LiveRamp to launch artificial intelligence-powered B2B audience segments,as part of a new business-to-business data management platform. The partnership will let companies perform online targeting of offline business professional data that often is housed within their own CRM systems. LiveRamp customers will get access to Versium's modeling engine.

The ability to collect massive amounts of data represented a huge leap forward in customer service and communication when CRM first hit the market as a marketing, sales and data management tool. However, CRMs aren't a holy grail. Data management is one thing. Using data to understand what customers really need -- not just what you think they do -- and how to engage them is another thing entirely.

Freshworks has secured $100 million in funding from Accel and Sequoia Capital India with the participation of CapitalG. That brings the total amount of capital raised since the firm's 2010 launch to $250 million. "The new funding will be used to invest in our platform and to continue scaling internationally," said Arvind Parthiban, Freshworks' director of marketing.

Openprise has announced new partnerships and a new service designed to streamline marketing automation and account-based marketing operations. The new partners offer capabilities such as reverse-IP lookup, business-to-personal-email address lookup, business data in the UK, and more in-depth business-to-consumer and business-to-business data capabilities.

Sonobi and LiveRamp have partnered to help marketers improve targeting. The partnership will let brands and agencies build media packages using the Sonobi JetStream multichannel ad platform and LiveRamp's identity resolution system. "Sonobi has a forecasting and planning engine that understands the visitation patterns of an individual user across the open Web," said CEO Michael Connolly.

Before I was a parent, I was a youth leader. As individuals, teens had unique personalities, skills and stories, but one thing that was universal was the effect that parental communication had on them. Whether it was a criticism, a suggestion, or merely a bit of helpful information, the teens tended to look down on it, or even become hostile toward the messenger.