We've been promised, repeatedly, that AI would revolutionize e-commerce. Think about it for a moment. Has it lived up to expectations for you? If not, the problem may lie not in the technology you've deployed on your site, but in the architecture and data that support it. The effectiveness of AI-powered features ultimately depends on a high level of discipline about data and architecture.

With the introduction of the CCPA this year and GDPR in 2018, the age of data privacy has begun, bringing the opportunity for businesses to harness it to gain competitive advantage. There are both challenges and opportunities for those that aim to deliver superior CX while adhering to data privacy regulations. Data privacy protection concerns are driving new regulations around the world.

Microsoft has unveiled several new AI capabilities across Dynamics 365 applications and a new solution to help project-centric services organizations transform their operations. The AI enhancements include first- and third-party data connections in Dynamics 365 Customer Insights, Microsoft's customer data platform. The company also unveiled new manual and predictive forecasting capabilities.

WHO has declared the coronavirus a global health emergency in recognition that the disease risk no longer is confined to China. UN member countries may decide to close their borders, cancel flights, implement special screenings at airports, or take other steps in response to the notice. U.S. health officials earlier this week announced they would fast-track work on a coronavirus vaccine.

The prison workforce development program run by Televerde delivers significant economic and cultural value, concludes a study recently conducted at Arizona State University's Seidman Research Institute. Televerde trains and employs incarcerated women, and it offers many of them employment when they leave prison. Televerde CSRO Michelle Cirocco spoke about the study and about the long-term benefits of Televerde's program.

If you're a small business owner or a key member of an enterprise executive team, you want your firm to succeed. If you're a customer, you want to be treated well. Those goals are not diametrically opposed, but very often it seems that companies and customers are at cross-purposes. ECT News Network recently gathered together five technology experts who did some hard thinking on the subject.

If 2019 was the year we identified the most acute challenges facing various industries -- in the form of macroeconomic trends as well as industry-specific factors -- 2020 will be the year we confront those issues. For most companies, this looks like addressing a skills gap that grows at the same rate technology progresses. This is to say, in the tech industry, it's a gap that grows quickly.

Research indicates that 66 percent of online shoppers start their product searches on Amazon, and Amazon shoppers behave differently than buyers on other online platforms and at brick-and-mortar stores. Amazon has set up its listings so that it is simple to "window shop" and compare competitive products. A brand must make sure to position its products in a way that shows how it is different from competitors in the marketplace.

Today's consumers live in a digital world, which means they can retrieve all the information they desire at the touch of a button, putting them in control. Added to this, they have become immune to traditional outbound marketing methods -- such as billboards and television advertisements -- and they expect brands and businesses to tailor their messages based on customers' individual preferences.

In order to deliver superior customer experience, companies should combine human talent with technology, including much-needed digital expertise, to turn their current revenue and growth strategies into customer satisfaction. The companies that truly succeed engage their customers and strengthen their brands. Technology has changed consumer and business needs and expectations.

Consumer packaged goods, or CPG, are the everyday items consumers use, such as food, beverages, clothes and household products. These products are ones that require regular replacement or replenishing. Due to the frequency of purchases and the low cost of switching brands, this market is extremely competitive. E-commerce is now a popular channel for purchasing these types of products.

B2B marketing is evolving -- and it's not just the industry itself. Vendor marketing efforts with customers can and should evolve as well. When you see a vendor selected repeatedly, or it officially earns a designation as a preferred vendor, it's a sign of marketing evolution. Most B2B marketing efforts begin from a cold start. Either a vendor is new or it is entering a new market.

There were more than 170,000 people at Dreamforce a couple of weeks ago, and many more watching from afar. Also, there were well over 2,000 sessions. Numerous announcements sprang from the big Salesforce event. Some announcements and sessions, like the Tim Cook fireside chat, stand out. Of the top six, I reckon that five were more about integration and working across vendor boundaries than CRM.

If you are like me, every Christmas you dread shopping because figuring out what everyone wants is a bit of a nightmare. You don't know what folks want in your price range. If you find out, there is no easy way to be sure they haven't bought it themselves, or that someone else didn't get it for them. Choosing sizes and colors adds to the nightmare. These problems aren't limited to Christmas.

I'd like to dedicate this column to the analysts out there who are fighting the good fight -- who are risking their careers, reputations, and sometimes even their lives to do the right thing, often without credit, and knowing that doing the right thing can exact incredible personal costs. Being an analyst, I'm often reminded that other jobs depend on my doing my job right.

This week, Salesforce used its annual Dreamforce mega-show to make a host of announcements, ranging from contact center partnership with Amazon to a smart speaker tool for sales. For the most part, the keynote featured practical applications of Salesforce technology. Some Dreamforces focus on the highly aspirational; others focus on the ways to attain those aspirations. This year is the latter.

In today's highly competitive B2B software industry, it's not enough to staff a call center and sit back and wait for customers to reach out when they need you -- it's imperative that you take the initiative. When customers have so many solution vendors to choose from, service becomes a strategic differentiator to set your company apart from the crowd.

Direct-to-consumer commerce, or D2C, is on the rise. Increasingly, consumers are expecting to interact directly with the companies that market and manufacture products. "Direct-to-consumer commerce has been enhanced by the explosion of the Internet. E-commerce provides a more convenient and frictionless buying experience," said Peter Edlund, chief solutions evangelist at DiCentral.

A venture between Google and Ascension, one of the largest healthcare providers in the United States, will give the tech giant access to the sensitive medical information of as many as 50 million patients in 21 states. Its venture with Google, called "The Nightingale Project," would enable it to improve the experience of patients, consumers, providers and associates, Ascension said.

The amount of data we create each day is astronomical. The digital universe likely will reach 44 zettabytes in 2020 -- 40 times more bytes than there are stars existing in the observable universe. To say that's a lot of data is a colossal understatement -- but is this truly surprising? After all, we can take phone calls from watches and stream music from refrigerators.

We're just a few short months away from the California Consumer Privacy Act going into effect. The regulation brings privacy rights to residents in California and gives them control of their personal information and how companies can use it. Any business that sells to a California resident needs to be CCPA-compliant. Nearly every brick-and-mortar store nowadays has an e-commerce site.

Many businesses have been using secret scores created by data brokers to determine how much to charge consumers, whether to allow purchase returns, and what level of service to offer, among other things. "Most consumers will never know when they are the victim of a secret surveillance score," noted Laura Antonini, policy director at the Consumer Education Foundation.

Not so long ago, marketing usually meant gathering some demographic data, placing ads in selected print and broadcast media, stuffing mailboxes with direct mail, plastering the countryside with billboards, and more recently, bombarding the universe with spam. Marketers no longer can focus on delivering static messages, regardless of how "targeted" or "multichannel" they may be.

Artificial intelligence is arguably the most disruptive technology to emerge over the last few decades. Consumers are producing data at record levels. It's estimated we'll produce 463 exabytes per day by 2025. Yet humans aren't equipped to process that complex information. We're starting to rely more on AI to interpret massive amounts of consumer and third-party data in real time.

The software development lifecycle reminds me of the proverb of the three blind people confronting an elephant. One grabs the trunk and says it's a snake, another touches a tusk and says it's a spear, while the third feels its side and calls it a wall. The moral of the proverb is that perception has a lot to do with perspective. For a long time, the perspective on software was that it was a cost.

Holiday shoppers spent more money on online purchases last year than ever before -- a whopping $126 billion from Nov. 1 through Dec. 31. That was a 16.5 percent increase from the previous year. If the steady upward trajectory of online holiday spending is any indication, 2019 promises to be another record year. Is your business ready to claim its piece of the massive holiday pie?

Spotify has launched Spotify for Podcasters following a year-long beta involving more than 100,000 podcasts from 167 countries. Spotify for Podcasters is a discovery and analytics dashboard designed to let podcasters track performance through data such as episode retention charts, aggregate demographics about listeners, and details on follower growth. Podcast data is updated daily.

I'm tired of being upset about mass shootings and the government's lack of progress to end them. I'm particularly tired of the partisan bickering around talking points that have no basis in fact. The left wants this to be about guns. The right wants to blame mental illness and video games. What is needed is deep analysis to look at the causes, craft a fact-based solution, and then implement it.

Startups in the U.S. fail at a rate of 90 percent largely due to cash flow problems and the lack of a market need for a product or service. In fact, not even half of startups make it to their fourth year. It's also noteworthy that 65 percent of startup owners admitted to not being fully confident about having enough money to even start their business.

The contact center uses familiar benchmarks to determine if a call, chat or email is successful or not. Call metrics such as net promoter score, handle time, and amount of silence are correlated with positive or negative outcomes. However, insights from speech analytics technology prove that these metrics only tell part of the story. What's missing? Context -- and it's the essential CX ingredient.