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In 1983,Lisanne Bainbridge(a researcher at the University of Reading in the UK) wrote the following prescient words in her widely cited paper "Ironies of Automation":
"By taking away the easy parts of [the] task, automation can make the difficult parts of the human operator's task more difficult."
In other words, automate all the easy things, and what's left for people to do? The hard things.
This maxim has never been truer. When systems become too automated, their behavior in key respects becomes harder and harder to predict and set them straight when they go wrong requires deeper and deeper expertise. While we are in a world of dramatically increasing automation --chatbots,DevOps pipelines,AIOps, and more -- the dark side is increasingly seen in problems such as the Boeing 737 MAX. When human factors are left out of the design process, and humans, therefore, cannot function effectively as a coordinated system with the automation, very bad things can happen.
On a less dramatic front, here at Forrester, we are hearing signals that not all is well on the automation front. A few large but very competent clients have mentioned to me lately that the mean time to restore (MTTR) is drifting upward, unexpectedly given their investments in trying to reduce it. Bob Davis of Plutora (a company that aggregates a lot of operational IT data) confirmed this in a conversation: "We've become sensitive to the topic of MTTR over the past six months as a measure of maturity. As customers get more sophisticated, we're seeing unexpected behavior, with MTTR going up."
Note that MTTR may not ultimately be a great metric to keep tracking; John Allspaw of Adaptive Capacity Labshas criticized it. But as it is such a widespread industry metric, I still believe it is a useful though imperfect signal, especially over larger-scale data sets and longer time horizons.
We also have statements from vendors such as Atlassian and Zendesk that the effective lifespan of knowledge articles is shrinking and the incidence of known errors (i.e., repeating incidents) is falling. This means that for any given incident, issue, or defect, there is a higher likelihood that it is a "zero-day" concern (to borrow a term from security). Such concerns require higher skills -- in classic service desk/NOC terms, it moves from Tier 1 to Tier 2 or 3.
And finally, there is the problem of Hollnagel's law of stretched systems, which states that "every system is stretched to operate at its capacity; as soon as there is some improvement (for example, in the form of new technology), it will be exploited to achieve a new intensity and tempo of activity." (Thanks to J. Paul Reed of Netflix for tracking the source of this down for me.)
All in all, the contradicting dynamics (a classic balancing feedback problem) can be represented thus:
So what is to be done? It's critical to recognize that this problem is inherent. It won't go away. But in our latest report, there are some recommendations, including:
This post was written by Principal Analysts Charles Betz and Chris Gardner. It originally appeared here.
See the article here:
Beware the automation paradox - ZDNet
- The Automation Conference - December 9th, 2016 [December 9th, 2016]
- The Best Home Automation Systems of 2016 | Top Ten Reviews - December 24th, 2016 [December 24th, 2016]
- Compact Automation - Actuators, Hydraulic Cylinders, Linear ... - December 24th, 2016 [December 24th, 2016]
- What is Home Automation? | Home Automation Systems - December 24th, 2016 [December 24th, 2016]
- Job Seekers - Automation Personnel Services - December 24th, 2016 [December 24th, 2016]
- iAutomation - December 25th, 2016 [December 25th, 2016]
- Beyond Automation - hbr.org - December 25th, 2016 [December 25th, 2016]
- Automation The Car Company Tycoon Game on Steam - December 25th, 2016 [December 25th, 2016]
- Automation - Wikipedia - December 25th, 2016 [December 25th, 2016]
- Build automation - Wikipedia - December 26th, 2016 [December 26th, 2016]
- Home - Enerwave Home Automation - December 27th, 2016 [December 27th, 2016]
- Automation | Technologies | Systems | Integrator ... - December 27th, 2016 [December 27th, 2016]
- Automation - DESHAZO - December 27th, 2016 [December 27th, 2016]
- Custom Automation & Machine Design | Automation GT - December 27th, 2016 [December 27th, 2016]
- IT Automation - BMC - December 27th, 2016 [December 27th, 2016]
- Werner Electric | Automation - January 28th, 2017 [January 28th, 2017]
- Automationtechies | Automation Engineering Recruiting - January 28th, 2017 [January 28th, 2017]
- Automation - Mazak Corporation - January 28th, 2017 [January 28th, 2017]
- Automation | Food Engineering - January 28th, 2017 [January 28th, 2017]
- Test Automation Services for Development of Regression ... - January 28th, 2017 [January 28th, 2017]
- UI Automation Overview - msdn.microsoft.com - February 5th, 2017 [February 5th, 2017]
- The Evolution of Automation and What It Means for the Integration Industry - Commercial Integrator - February 7th, 2017 [February 7th, 2017]
- Automation, robots could replace 250000 public sector workers in the next 15 years - Computer Business Review - February 7th, 2017 [February 7th, 2017]
- New telecom transformation goals require service automation - TechTarget - February 7th, 2017 [February 7th, 2017]
- Automation expected to displace insurance underwriters, real estate brokers - CIO Dive - February 7th, 2017 [February 7th, 2017]
- The Perks Of Automation And The Risks: Why To Think Twice About Getting Into That Driverless Uber - Forbes - February 7th, 2017 [February 7th, 2017]
- Voices Reinventing enterprise finance by overhauling AP automation - Accounting Today - February 7th, 2017 [February 7th, 2017]
- DFLabs Launches the First Security Automation and Orchestration Platform based Upon Supervised Active Intelligence - Business Wire (press release) - February 7th, 2017 [February 7th, 2017]
- VIDEO: Going Big on Automation in a Small Footprint Facility - ENGINEERING.com - February 7th, 2017 [February 7th, 2017]
- Building a better model of human-automation interaction - Phys.org - Phys.Org - February 7th, 2017 [February 7th, 2017]
- Cruise Automation Is Testing an App For Hailing Self-Driving Cars - Fortune - February 8th, 2017 [February 8th, 2017]
- AlixPartners examines automation in manufacturing and logistics management - Logistics Management - February 8th, 2017 [February 8th, 2017]
- Women need to look out for each other in automated workplaces - The Guardian - February 8th, 2017 [February 8th, 2017]
- Automation vs. the H-1B visa program: Which matters to employees? - TechTarget - February 8th, 2017 [February 8th, 2017]
- Automation is the unavoidable future of the economy - The Daily Cougar - February 8th, 2017 [February 8th, 2017]
- Speeders beware: Legislation would allow automation crackdown ... - SFGate - February 9th, 2017 [February 9th, 2017]
- Robots versus bureaucrats: Why public sector work is ripe for automation - Financial Post - February 9th, 2017 [February 9th, 2017]
- Rockwell Automation Surged 10% in January as Growth Picked Up Steam - Motley Fool - February 9th, 2017 [February 9th, 2017]
- Global Medical Automation Market to Reach Approximately $75.6 Billion by 2025 - By End User, Application ... - PR Newswire (press release) - February 10th, 2017 [February 10th, 2017]
- Automation 'key' to advancing Thai production - The Nation - February 10th, 2017 [February 10th, 2017]
- WorkWave Releases New Lead Management And Marketing ... - PR Newswire (press release) - February 10th, 2017 [February 10th, 2017]
- 'We employ insane levels of automation' Kris Canekeratne - Times of India - February 10th, 2017 [February 10th, 2017]
- Most people are optimistic about workplace automation, social data suggests - ZDNet - February 10th, 2017 [February 10th, 2017]
- Yes, there's a job creation argument for automation and technology ... - The Hill (blog) - February 10th, 2017 [February 10th, 2017]
- Technobabble: Automation and the modern worker - CIO Dive - February 10th, 2017 [February 10th, 2017]
- Improving Behavior Through Automation of Vehicle Systems - School Transportation News (blog) - February 11th, 2017 [February 11th, 2017]
- Automation Nightmare: Philosopher Warns We Are Creating a World Without Consciousness - Big Think - February 11th, 2017 [February 11th, 2017]
- Why Don't We See More Automation in Federal Networks? - Nextgov - February 11th, 2017 [February 11th, 2017]
- Automation can revitalize the US workforce - Fox News - February 11th, 2017 [February 11th, 2017]
- Readers Write (Feb. 12): The moose population; jobs, start-ups and automation; diversity in the funny pages - Minneapolis Star Tribune - February 12th, 2017 [February 12th, 2017]
- Automation can replace bureaucrats and save taxpayers money - Hot Air - February 12th, 2017 [February 12th, 2017]
- TigerStop hopes to ride automation to new heights - The Columbian - February 12th, 2017 [February 12th, 2017]
- Your Most Valuable Resource is Time Get More of it through Automation - CMS Critic (press release) (blog) - February 13th, 2017 [February 13th, 2017]
- What Does Device Automation Mean for Users? - Medical Device and Diagnostics Industry (blog) - February 13th, 2017 [February 13th, 2017]
- How To Beat Automation And Not Lose Your Job - Forbes - February 13th, 2017 [February 13th, 2017]
- Logistics firm gets automation boost - The Straits Times - February 14th, 2017 [February 14th, 2017]
- PP Control & Automation launch new video to kick-start exciting plans for 2017 - Manufacturer.com - February 14th, 2017 [February 14th, 2017]
- Automation's Impace on Data Center Monitoring Alerts - The Data Center Journal - February 14th, 2017 [February 14th, 2017]
- Hollysys Automation Technologies Reports Unaudited Financial Results for the First Half Year and the Second Quarter ... - PR Newswire (press release) - February 15th, 2017 [February 15th, 2017]
- 4 Automation Hacks to Save You Money and Manpower - Yahoo Finance - February 15th, 2017 [February 15th, 2017]
- Istuary Innovation Group and Bluewrist Partner to Bring Robotics and Automation into China's Manufacturing Sector - Yahoo Finance - February 15th, 2017 [February 15th, 2017]
- Redwood Software Named a Strong Performer in Independent Robotic Process Automation (RPA) Report - Yahoo Finance - February 15th, 2017 [February 15th, 2017]
- Boeing ramps up automation, innovation as it readies 737MAX | The ... - The Seattle Times - February 15th, 2017 [February 15th, 2017]
- Robots and AI are coming for our jobs, but can augmentation save us from automation? - Digital Trends - February 15th, 2017 [February 15th, 2017]
- The Impact of Bad Data in Automation: Why Quality Management is Critical - R & D Magazine - February 16th, 2017 [February 16th, 2017]
- Automation: Are We Empowering Human Interaction Or Displacing It? - Business 2 Community - February 16th, 2017 [February 16th, 2017]
- Life in the Fast LaneAutomation with Software-Defined Intelligence - InfoWorld - February 16th, 2017 [February 16th, 2017]
- Luddite Lefty Journalists Apparently Think Workplace Automation is Conservatives' Fault [VIDEO] - Daily Caller - February 16th, 2017 [February 16th, 2017]
- Will automation define the future of network technology? - TechTarget - February 16th, 2017 [February 16th, 2017]
- Editorial: Improving automation - The Motorship - February 17th, 2017 [February 17th, 2017]
- TigerText Unveils Role-based Scheduling Automation, Amazon Alexa integration - HIT Consultant - February 17th, 2017 [February 17th, 2017]
- 89% people want automation at workplace: Adobe - Economic Times - February 18th, 2017 [February 18th, 2017]
- Delta veers to EV parts, automation - Bangkok Post - February 18th, 2017 [February 18th, 2017]
- Robotic process automation makes nearshore outsourcing more ... - CIO - February 18th, 2017 [February 18th, 2017]
- The working-class job that Trump could save from automation - Washington Post - February 18th, 2017 [February 18th, 2017]
- China must be ready for automation - Basic Income News - February 18th, 2017 [February 18th, 2017]
- Bill Gates Says Robots Should Be Taxed Like Workers - Fortune - February 18th, 2017 [February 18th, 2017]
- Trump and automation challenge India's IT industry - VentureBeat - February 18th, 2017 [February 18th, 2017]
- Both Trump and Automation Are Challenging India's IT Industry - Fortune - February 20th, 2017 [February 20th, 2017]
- 89% people want automation at workplace: Adobe - ETCIO.com - February 20th, 2017 [February 20th, 2017]