For most of this decade, call center automation efforts involving voice technologies have focused on speech analytics to monitor agents' interactions with customers. That is changing.
New voice tools provide the ability to initiate CRM contacts through voice interfaces, such as with Google Home and Amazon Echo. They can also divine new insights about customer experiences through voice analysis of calls that supplement traditional consumer surveys, and may even replace them in the future.
But these voice tools can help only to a point, as software vendors and their customers await better natural language processing (NLP) support.
"It's at a point where it's really accepted -- you talk to your car, you talk to your phone," said John Joseph, CEO of Scribe Software, a company based in Manchester, N.H., that focuses on CRM data integrations. His team demonstrated at the Salesforce World Tour stop in Boston in May a Salesforce-Amazon Echo implementation that enables voice-activated report generation.
"There's still a long way to go in terms of natural language [processing technology] understanding everything -- but it's remarkable where we are," he said.
The reason voice recognition or virtual assistants are still kind of dumb -- despite massive cloud compute power that can run circles around humans -- is that they are very literal, and they often over-simplify a human's request to the point where they miss the original premise. This can lead to off-topic suggestions or some variation of "Sorry, I don't understand."
On top of that, humans have powers of comprehension computers don't: We instinctively understand tone and emotion, and we can hear the syntactic nuance of clichs and other local idioms (such as the interchangeable use of soda, pop, tonic or Coke).
There's still a long way to go in terms of natural language understanding everything -- but it's remarkable where we are. John JosephCEO, Scribe Software
Think about this statement: Police help dog bite victim. How is NLP likely to interpret that? An NLP system has to work hard to figure out what you're saying (think I scream versus ice cream) before it can tackle context and hazard a guess as to what a customer is asking.
All that being said, companies hope to integrate more call center automation tools built around NLP as it improves, according to Deloitte customer operations leader Andy Haas, who co-authored a report analyzing the results of a survey of 450 call center executives earlier this year.
Business leaders are considering and even experimenting with next-generation voice recognition feeding into NLP, which, in turn, feeds into analytics systems that can automate customer service through the insights the analytics glean from the conversation, Haas said. While simple, targeted tasks can be completed now, operations executives pretty much agree that adequately reliable automation technology is a long way off from digitizing customer interactions; as in, decades.
"There might be a tipping point in the future, but it's not there yet," Haas said. "I don't think my clients think it's in the next five years, just like operations managers don't think interactions will be all-digital in the next five years. Will it happen in the next 20 years? Maybe."
One possible way new voice tools could advance call center automation is through analytics to determine customer sentiment for the purpose of future sales and customer retention efforts. For decades, the post-call follow-up survey has been the main method fueling such initiatives, but voice analytics are starting to supplement surveys.
There could be a point down the road where these audio mining systems replace surveys, and they could actually offer deeper insights about customer sentiment than the blunt instrument of the three-question, multiple-choice survey few take the time to fill out.
Haas said his survey showed that while call center volumes are going down in general, the interactions which escalate to calls are make or break in terms of the customer's relationship to the company. Call analytics tools, therefore, will become more and more important vehicles for customer retention.
"As you apply analytics, it will make an easier ROI [for investing in the technology]," Haas said. "It's going to be less pure volume, but more meaningful interaction."
Greg Hirschi, director of customer service operations at smartphone and tablet case manufacturer OtterBox, runs a 270-agent call center based in Colorado. The company regularly conducts customer surveys, which get 30% to 40% response, and the rich information they yield has led directly to eight-figure redesigns of customer experience processes, one example being warranty service, he said. Analytics can extend those insights to offer product teams feedback for future OtterBox models.
"From a consumer insight standpoint, for us, it's deeply valuable to understand how they use our products and what we can do to better design them," Hirschi said. "There's a knowledge gap between perceived customer use and actual customer use, and we use voice analytics to bridge that gap."
Terry Leahy, president and CEO of call analytics software vendor CallMiner, said he believes the old-school customer survey as a service tool should be replaced, and the funds companies invest in them would be better spent elsewhere. That being said, customer surveys will never go away he added. Call analytics can offer insight to marry with the results of surveys and to deepen a company's knowledge about its customer experience.
"We are now selling to marketing more than we ever did before, and that's where the budget for the survey usually is," Leahy said. "I think it's safe to say that you'll be seeing budget for surveys being diverted [toward] a better way to understand the actual voice of the customer than a derivative of it, which is the survey ... But surveys are never going away."
Voice-over Internet Protocol (VoIP) phones have, for years, extended call center work to employees who want to work at home. But even the old-dog VoIP technology is teaching call centers new tricks.
Ryan Nichols, general manager of Zendesk Talk, said CRM systems are creating deeper and deeper VoIP integrations, such that service agents can escalate calls from channels to voice while in a customer's recording, without interruptions. This reduces call times dramatically because there's no cold-call script to launch into the discussion -- it's already going on via text, and the voice call is a continuation of that.
"Conversations don't need to come in via PSTN [public switched telephone network] anymore," Nichols said. "Someone doesn't have to dial in a 1-800 number they found on the website and navigate down to an agent."
These VoIP integrations have become so tight, he said, call centers are either no longer using traditional phone systems or they're skipping them altogether when equipping new facilities. Customer agents are the better for it because, when they can see context in the customer record, as well as the chat history, agents can perform more effective service.
Nichols is watching with interest how companies such as Uber and Lyft integrate voice into their smartphone apps, as well as home voice assistants such as Amazon Echo. Still, he said, there's a long way to go before we read a lot of CRM success stories tied to voice recognition and the NLP those types of implementations require.
"The question is, what happens when people have problems?" Nichols said, echoing what analysts have said all year: NLP is unreliable enough that the biggest challenge is understanding when and how to escalate service to better channels before losing the customer.
"How do you build a bridge between this conversation that's happening around your core service and your traditional support channels?"
Guide to buying call center speech analytics
The benefits and negatives of real-time speech analytics
Best and worst call analytics practices
Go here to see the original:
Call center automation advances, but only as far as NLP can take it - TechTarget
- The Automation Conference [Last Updated On: December 9th, 2016] [Originally Added On: December 9th, 2016]
- The Best Home Automation Systems of 2016 | Top Ten Reviews [Last Updated On: December 24th, 2016] [Originally Added On: December 24th, 2016]
- Compact Automation - Actuators, Hydraulic Cylinders, Linear ... [Last Updated On: December 24th, 2016] [Originally Added On: December 24th, 2016]
- What is Home Automation? | Home Automation Systems [Last Updated On: December 24th, 2016] [Originally Added On: December 24th, 2016]
- Job Seekers - Automation Personnel Services [Last Updated On: December 24th, 2016] [Originally Added On: December 24th, 2016]
- iAutomation [Last Updated On: December 25th, 2016] [Originally Added On: December 25th, 2016]
- Beyond Automation - hbr.org [Last Updated On: December 25th, 2016] [Originally Added On: December 25th, 2016]
- Automation The Car Company Tycoon Game on Steam [Last Updated On: December 25th, 2016] [Originally Added On: December 25th, 2016]
- Automation - Wikipedia [Last Updated On: December 25th, 2016] [Originally Added On: December 25th, 2016]
- Build automation - Wikipedia [Last Updated On: December 26th, 2016] [Originally Added On: December 26th, 2016]
- Home - Enerwave Home Automation [Last Updated On: December 27th, 2016] [Originally Added On: December 27th, 2016]
- Automation | Technologies | Systems | Integrator ... [Last Updated On: December 27th, 2016] [Originally Added On: December 27th, 2016]
- Automation - DESHAZO [Last Updated On: December 27th, 2016] [Originally Added On: December 27th, 2016]
- Custom Automation & Machine Design | Automation GT [Last Updated On: December 27th, 2016] [Originally Added On: December 27th, 2016]
- IT Automation - BMC [Last Updated On: December 27th, 2016] [Originally Added On: December 27th, 2016]
- Werner Electric | Automation [Last Updated On: January 28th, 2017] [Originally Added On: January 28th, 2017]
- Automationtechies | Automation Engineering Recruiting [Last Updated On: January 28th, 2017] [Originally Added On: January 28th, 2017]
- Automation - Mazak Corporation [Last Updated On: January 28th, 2017] [Originally Added On: January 28th, 2017]
- Automation | Food Engineering [Last Updated On: January 28th, 2017] [Originally Added On: January 28th, 2017]
- Test Automation Services for Development of Regression ... [Last Updated On: January 28th, 2017] [Originally Added On: January 28th, 2017]
- UI Automation Overview - msdn.microsoft.com [Last Updated On: February 5th, 2017] [Originally Added On: February 5th, 2017]
- The Evolution of Automation and What It Means for the Integration Industry - Commercial Integrator [Last Updated On: February 7th, 2017] [Originally Added On: February 7th, 2017]
- Automation, robots could replace 250000 public sector workers in the next 15 years - Computer Business Review [Last Updated On: February 7th, 2017] [Originally Added On: February 7th, 2017]
- New telecom transformation goals require service automation - TechTarget [Last Updated On: February 7th, 2017] [Originally Added On: February 7th, 2017]
- Automation expected to displace insurance underwriters, real estate brokers - CIO Dive [Last Updated On: February 7th, 2017] [Originally Added On: February 7th, 2017]
- The Perks Of Automation And The Risks: Why To Think Twice About Getting Into That Driverless Uber - Forbes [Last Updated On: February 7th, 2017] [Originally Added On: February 7th, 2017]
- Voices Reinventing enterprise finance by overhauling AP automation - Accounting Today [Last Updated On: February 7th, 2017] [Originally Added On: February 7th, 2017]
- DFLabs Launches the First Security Automation and Orchestration Platform based Upon Supervised Active Intelligence - Business Wire (press release) [Last Updated On: February 7th, 2017] [Originally Added On: February 7th, 2017]
- VIDEO: Going Big on Automation in a Small Footprint Facility - ENGINEERING.com [Last Updated On: February 7th, 2017] [Originally Added On: February 7th, 2017]
- Building a better model of human-automation interaction - Phys.org - Phys.Org [Last Updated On: February 7th, 2017] [Originally Added On: February 7th, 2017]
- Cruise Automation Is Testing an App For Hailing Self-Driving Cars - Fortune [Last Updated On: February 8th, 2017] [Originally Added On: February 8th, 2017]
- AlixPartners examines automation in manufacturing and logistics management - Logistics Management [Last Updated On: February 8th, 2017] [Originally Added On: February 8th, 2017]
- Women need to look out for each other in automated workplaces - The Guardian [Last Updated On: February 8th, 2017] [Originally Added On: February 8th, 2017]
- Automation vs. the H-1B visa program: Which matters to employees? - TechTarget [Last Updated On: February 8th, 2017] [Originally Added On: February 8th, 2017]
- Automation is the unavoidable future of the economy - The Daily Cougar [Last Updated On: February 8th, 2017] [Originally Added On: February 8th, 2017]
- Speeders beware: Legislation would allow automation crackdown ... - SFGate [Last Updated On: February 9th, 2017] [Originally Added On: February 9th, 2017]
- Robots versus bureaucrats: Why public sector work is ripe for automation - Financial Post [Last Updated On: February 9th, 2017] [Originally Added On: February 9th, 2017]
- Rockwell Automation Surged 10% in January as Growth Picked Up Steam - Motley Fool [Last Updated On: February 9th, 2017] [Originally Added On: February 9th, 2017]
- Global Medical Automation Market to Reach Approximately $75.6 Billion by 2025 - By End User, Application ... - PR Newswire (press release) [Last Updated On: February 10th, 2017] [Originally Added On: February 10th, 2017]
- Automation 'key' to advancing Thai production - The Nation [Last Updated On: February 10th, 2017] [Originally Added On: February 10th, 2017]
- WorkWave Releases New Lead Management And Marketing ... - PR Newswire (press release) [Last Updated On: February 10th, 2017] [Originally Added On: February 10th, 2017]
- 'We employ insane levels of automation' Kris Canekeratne - Times of India [Last Updated On: February 10th, 2017] [Originally Added On: February 10th, 2017]
- Most people are optimistic about workplace automation, social data suggests - ZDNet [Last Updated On: February 10th, 2017] [Originally Added On: February 10th, 2017]
- Yes, there's a job creation argument for automation and technology ... - The Hill (blog) [Last Updated On: February 10th, 2017] [Originally Added On: February 10th, 2017]
- Technobabble: Automation and the modern worker - CIO Dive [Last Updated On: February 10th, 2017] [Originally Added On: February 10th, 2017]
- Improving Behavior Through Automation of Vehicle Systems - School Transportation News (blog) [Last Updated On: February 11th, 2017] [Originally Added On: February 11th, 2017]
- Automation Nightmare: Philosopher Warns We Are Creating a World Without Consciousness - Big Think [Last Updated On: February 11th, 2017] [Originally Added On: February 11th, 2017]
- Why Don't We See More Automation in Federal Networks? - Nextgov [Last Updated On: February 11th, 2017] [Originally Added On: February 11th, 2017]
- Automation can revitalize the US workforce - Fox News [Last Updated On: February 11th, 2017] [Originally Added On: February 11th, 2017]
- Readers Write (Feb. 12): The moose population; jobs, start-ups and automation; diversity in the funny pages - Minneapolis Star Tribune [Last Updated On: February 12th, 2017] [Originally Added On: February 12th, 2017]
- Automation can replace bureaucrats and save taxpayers money - Hot Air [Last Updated On: February 12th, 2017] [Originally Added On: February 12th, 2017]
- TigerStop hopes to ride automation to new heights - The Columbian [Last Updated On: February 12th, 2017] [Originally Added On: February 12th, 2017]
- Your Most Valuable Resource is Time Get More of it through Automation - CMS Critic (press release) (blog) [Last Updated On: February 13th, 2017] [Originally Added On: February 13th, 2017]
- What Does Device Automation Mean for Users? - Medical Device and Diagnostics Industry (blog) [Last Updated On: February 13th, 2017] [Originally Added On: February 13th, 2017]
- How To Beat Automation And Not Lose Your Job - Forbes [Last Updated On: February 13th, 2017] [Originally Added On: February 13th, 2017]
- Logistics firm gets automation boost - The Straits Times [Last Updated On: February 14th, 2017] [Originally Added On: February 14th, 2017]
- PP Control & Automation launch new video to kick-start exciting plans for 2017 - Manufacturer.com [Last Updated On: February 14th, 2017] [Originally Added On: February 14th, 2017]
- Automation's Impace on Data Center Monitoring Alerts - The Data Center Journal [Last Updated On: February 14th, 2017] [Originally Added On: February 14th, 2017]
- Hollysys Automation Technologies Reports Unaudited Financial Results for the First Half Year and the Second Quarter ... - PR Newswire (press release) [Last Updated On: February 15th, 2017] [Originally Added On: February 15th, 2017]
- 4 Automation Hacks to Save You Money and Manpower - Yahoo Finance [Last Updated On: February 15th, 2017] [Originally Added On: February 15th, 2017]
- Istuary Innovation Group and Bluewrist Partner to Bring Robotics and Automation into China's Manufacturing Sector - Yahoo Finance [Last Updated On: February 15th, 2017] [Originally Added On: February 15th, 2017]
- Redwood Software Named a Strong Performer in Independent Robotic Process Automation (RPA) Report - Yahoo Finance [Last Updated On: February 15th, 2017] [Originally Added On: February 15th, 2017]
- Boeing ramps up automation, innovation as it readies 737MAX | The ... - The Seattle Times [Last Updated On: February 15th, 2017] [Originally Added On: February 15th, 2017]
- Robots and AI are coming for our jobs, but can augmentation save us from automation? - Digital Trends [Last Updated On: February 15th, 2017] [Originally Added On: February 15th, 2017]
- The Impact of Bad Data in Automation: Why Quality Management is Critical - R & D Magazine [Last Updated On: February 16th, 2017] [Originally Added On: February 16th, 2017]
- Automation: Are We Empowering Human Interaction Or Displacing It? - Business 2 Community [Last Updated On: February 16th, 2017] [Originally Added On: February 16th, 2017]
- Life in the Fast LaneAutomation with Software-Defined Intelligence - InfoWorld [Last Updated On: February 16th, 2017] [Originally Added On: February 16th, 2017]
- Luddite Lefty Journalists Apparently Think Workplace Automation is Conservatives' Fault [VIDEO] - Daily Caller [Last Updated On: February 16th, 2017] [Originally Added On: February 16th, 2017]
- Will automation define the future of network technology? - TechTarget [Last Updated On: February 16th, 2017] [Originally Added On: February 16th, 2017]
- Editorial: Improving automation - The Motorship [Last Updated On: February 17th, 2017] [Originally Added On: February 17th, 2017]
- TigerText Unveils Role-based Scheduling Automation, Amazon Alexa integration - HIT Consultant [Last Updated On: February 17th, 2017] [Originally Added On: February 17th, 2017]
- 89% people want automation at workplace: Adobe - Economic Times [Last Updated On: February 18th, 2017] [Originally Added On: February 18th, 2017]
- Delta veers to EV parts, automation - Bangkok Post [Last Updated On: February 18th, 2017] [Originally Added On: February 18th, 2017]
- Robotic process automation makes nearshore outsourcing more ... - CIO [Last Updated On: February 18th, 2017] [Originally Added On: February 18th, 2017]
- The working-class job that Trump could save from automation - Washington Post [Last Updated On: February 18th, 2017] [Originally Added On: February 18th, 2017]
- China must be ready for automation - Basic Income News [Last Updated On: February 18th, 2017] [Originally Added On: February 18th, 2017]
- Bill Gates Says Robots Should Be Taxed Like Workers - Fortune [Last Updated On: February 18th, 2017] [Originally Added On: February 18th, 2017]
- Trump and automation challenge India's IT industry - VentureBeat [Last Updated On: February 18th, 2017] [Originally Added On: February 18th, 2017]
- Both Trump and Automation Are Challenging India's IT Industry - Fortune [Last Updated On: February 20th, 2017] [Originally Added On: February 20th, 2017]
- 89% people want automation at workplace: Adobe - ETCIO.com [Last Updated On: February 20th, 2017] [Originally Added On: February 20th, 2017]