Hundreds of companies are trying to disrupt the way we consume, work and move. The economy's growth potential could be higher if smart machines could turbocharge how humans go about their tasks. Higher productivity, or output per hour, would boost corporate profits and may help U.S. workers finally get a pay raise. Here's why that economic nirvana isn't happening just yet.
Vik Singh's company has powerful artificial intelligence software that helps firms hunt down the best sales leads. Getting somebody to use it well, that's a story that says a lot about the U.S. push into automation.
U.S. businesses have every incentive to adopt labor-saving technologies, replacing factory workers with robots and desk jobs with smart software. In some areas, such as finance, machine decision-making is advancing quickly. In others, there are obstacles. Overall, while the penetration of automation in the economy is happening, it is taking place at a slower pace than futurists expected.
Singh tells customers how his system can help trim sales prospecting staff and boost revenue. Managers are intrigued but sometimes reluctant to entrust a high-touch business such as sales to a black box.
"They just don't understand it," says the co-founder and chief executive officer of Infer Inc. in Mountain View, California. "And they don't believe it."
Hundreds of companies are trying to disrupt the way we consume, work, or move. The economy's growth potential could be higher if smart machines could turbocharge how humans go about their tasks. Higher productivity, or output per hour, would boost corporate profits and may help U.S. workers finally get a pay raise.
That economic nirvana just isn't happening yet.
Productivity in the U.S. rose only 1.1 percent last year, and rather than being replaced by technology, more workers are being hired. Employers have added an average of 159,000 new jobs a month so far in this expansion, compared with 99,000 in the previous upswing. Over the same period, investment in intellectual property products, such as software, has barely edged up as a share of GDP versus the last cycle.
"Low labor productivity is the biggest problem with the story," said Andrew McAfee, co-director at the Massachusetts Institute of Technology's Initiative on the Digital Economy and co-author of "The Second Machine Age," a book about the next wave of technology. "Some of these pretty profound innovations are going to take time to diffuse."
There isn't a single story that explains why second-wave technologies are trickling rather than flooding into the economy. Bloomberg News spoke with several to find out how the pace of technological adoption is proceeding. Here are some of the themes that emerged:
Here are some of their stories:
Social Tables helps companies with event space sell it to planners who need it, while also providing collaborative tools. The Washington-based company started using Infer about three years ago after launching a mobile app that gave it about 12,000 new sales leads.
The event space and planning market is large and varied. Sorting through those leads to find potential subscribers would have been a gigantic human task, said Trevor Lynn, the chief marketing officer. The company also turns up about 3,000 new leads a month.
Social Tables had a couple of choices: Hire an expensive database engineer or many more salespeople to sift the data. Instead, they use Infer, which sorts, queries and offers up live feedback on how the leads are performing. This kind of big-data hunting and vision would be difficult for any human to replicate in real time.
"We don't need as many lead qualification folks," Lynn said. While Social Tables didn't replace anybody with Infer's software, "it definitely shapes your hiring map in the future," Lynn said.
Social Tables is the typical Infer customer a young, fast-adapting company that is looking for ways to use technology to save money and move quickly. "One less person means more decisions in a rapid manner," Lynn said.
Getting more-established companies to use the software is challenging, said Singh, who previously worked at Alphabet's Google. About 25 percent of Infer's customers have been around 10 years or more.
"The biggest bottleneck to machine learning is trust," he said. As a result, finding the "hero CEO" who will tell their shareholders they are trimming a sales team to rely on a black box is difficult. "If we can create these technologies that build trust I am very confident we will be able to leverage that in a new way," said Singh.
From baggage carousels to shifting stages at a rock concert, a motor made by SEW-Eurodrive Inc. is probably the workhorse making things move.
Some of the most efficient manufacturing of precision casing and gearing this German company produces happens in a bustling plant on Old Spartanburg Highway in Lyman, South Carolina. Eighty percent of the plant's production is exported.
In 2000, there were no robots on the factory floor. Now there is one robot for every human, most made by Japan's Fanuc Corp.
The infusion of automation into the plant didn't push out a single worker. Robots added scale. The plant will produce 500,000 components this year, up from 78,000 in 1999. Total staff is up just 6 percent, to 148 people.
The plant is so lean that the humans are having a difficult time keeping track of all that robots need and do. Call it a robot saturation point.
The next big boost in productivity is likely to come from an unexpected place digital information, managers here said.
SEW Eurodrive is looking for a system to feed data from its production machinery into a computer dashboard that gives operators a real-time look at plant performance rather than scurrying around with clipboards.
"If we can make that product a little faster without jeopardizing quality or safety, then we win," said Melvin Story, a supervisor at the plant.
If a robot is having trouble with a line of components, a human can be on the problem faster. If there is a maintenance program coming up, they can do it on time before something fails.
Melding big data with manufacturing is the next step for hundreds of companies, and it is challenging, said Bryan Tantzen, head of manufacturing and industry solutions at Cisco, the networking-technology giant.
"You have to connect these machines to transform them," he says. There are obstacles. Not all machines are loaded with sensors. Information-technology staff can be different from operational-technology staff. People responsible for robotics can view networks as insecure and unreliable.
"That OT/IT divide is a huge barrier to adoption," Tantzen said, and the infusion of new technology into manufacturing has slowed in recent years, partly due to cost-cutting.
Eventually, big data will be a reality on the plant floor, he said, because there is a constant need to push up profits and productivity. "I think it is really about to hit an inflection point and accelerate, and therefore drive productivity."
BMW's Spartanburg plant the largest BMW factory in the world by volume, sprawling over 6 million square feet is the highly-automated carmaker that technologists talk about.
The hype around robotics suggests a world where humans have little input in manufacturing. Talk to BMW managers, however, and it's all about getting the right mix of humans and machines in a world where customization and complexity are big challenges.
Almost every one of the 1,400 X-series SUVs rolling off the line here each day has been custom ordered by somebody. While about 1,600 robots weld, drill and paint auto bodies in steel cages, further down the line the cars are surrounded by humans adding this audio system or that trim. Humans are paying close attention to look, feel, smell, and even the sound of these cars to ensure BMW authenticity.
"You can build a car for months and months, and never build the same car twice," says Steve Wilson, a spokesman for BMW Spartanburg.
If there is one lesson from the team here, it's that robots move processes while humans improve them, according to Richard Morris, vice president of product integration, who has been with BMW in Spartanburg since 1993. Morris says technology is good for "transactional jobs." He adds: "There is something that we call transformation and that is something only a human can do."
"When you put automation out there you are just living in the status quo, but with people you are constantly improving the process and finding ways to make it better," Morris added. "Sometimes it is better to start with people."
Managers are constantly on the lookout for new ways to insert more automation. One recent addition: a small "co-bot," working next to humans that rolls protective foil on a door frame. Having a machine do this simple task several hundred times a day saves time and wear on human hands.
But the company's continuous improvement wall, a display where they show dozens of small refinements created by their team, doesn't feature a single robot.
"I have never been inspired to do more by a robot; I have never gotten any ideas on how to improve something on the shop floor from a robot," Morris said. "Little improvements every day add up to efficiency, and we are adding more cars and we are still hiring."
Read more from the original source:
Slow march of the robots: Biggest barrier to automation is trust - The Providence Journal
- 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]