Bizagi releases platform combining AI, digital, and robotic processes to spur intelligent automation to improve outcomes, insights and experiences
This was the year automation technologies would "become the tip of the digital transformation spear," according to a Forrester Research prediction.
Automation technologies refers to a diverse set of software from robotic process automation (RPA) to business process management (BPM) to artificial intelligence (AI) and beyond.
According to Forrester, they are becoming a key investment for CIOs and their enterprises. These technologies are also reshaping the jobs of human employees as the software is increasingly performing rote, repetitive tasks.
While organizations are making progress in their automation efforts, the vast majority are struggling to scale their RPA initiatives, according to Leslie Joseph, principal analyst at Forrester.
SEE: Digital transformation: A guide for CXOs (TechRepublic Premium)
This is due to "challenges around developing business cases, governance, organizational alignment and the lack of a cultural framework for managing automation," Joseph said.
Intelligent process automation software provider Bizagi is looking to change that with the launch this week of a platform to natively allow organizations to combine AI/machine learning, digital and robotic automation in the cloud.
Bizagi said it is enabling digital and robotic processes from Blue Prism, UiPath and Automation Anywhere to natively take advantage of Microsoft Azure's Cognitive Services.
"From an AI perspective, a critical new capability is that users can now simply upload a CSV file and select which attributes they want to predict,'' said Gustavo Gmez, CEO of Bizagi. "Bizagi will then choose the most appropriate machine-learning algorithm. With this you can unlock the power of AI without the help of a data scientist."
The timing of the release is good, observed Craig LeClair, a vice president and principal analyst at Forrester, because "the RPA market is very hot."
There is a trend toward intelligent process automation platforms that "combine RPA, which does simple task automation without learning comprehension, with some of the practical AI components like text analytics that can rip through emails or with a chatbot being able to have a conversation with humans," LeClair said.
A lot of major tech companies have announced IPA or automation platforms including Virtusa, Genpact and Tech Mahindra, as well as software vendors like Kofax and Hello Systems, said LeClair, who also authored the book, "Invisible Robots in the Quiet of the Night."
He estimates that one-third of all tech services companies will be coming out with an automation portfolio that includes RPA and various AI building blocks platforms.
"What Bizagi is doing is positive, just not revolutionary," LeClair said. "They're an example of a digital process automation or BPM vendor that is embracing RPA in a positive way adding AI capabilities and putting that in the cloud."
Currently, automation initiatives solely focused on RPA slow down because a bot can only handle simple processes with low variation, said LeClair. For example, it can handle an 18-minute reconciliation in accounts receivable that happens 1,100 times a month.
Forrester recently noted that "more than 50% of companies with RPA initiatives have less than 10 bots in production."But "to be more transformative and create new customer experiencesyou need to add an analytics layer to add context and do more interesting things," LeClair said, such as enabling the bot handling inbound emails to address complaints and other customer service issues in an efficient way.
RPA technology can only handle structured, tagged information and can't, for example, go through 1,000 emails and extract words and then make judgments about which bucket that email should go into for resolution, he said.
Adding in analytics capabilities like natural language processing that can understand words and normalize information becomes a game changer, LeClair said.
Gmez agreed, saying that one of its clients, Deutsche Post DHL, automated its duty billing process so that employees can correctly bill the appropriate taxes when transporting goods in almost every country across the globe. "This is an end-to-end Bizagi process that combines human work with bots drawing on and inputting data in legacy systems," after the bot takes data from the system and creates cases, he said.
Orchestration capabilities are critical for making this happen, LeClair added, because "you're trying to combine these diverse technologies to align with a particular use case."Most of RPA is occurring in operations area like finance, accounting, and HR. Right now, the major inhibitor to scaling bots is not the technologybut coming up with the right processes, he said. LeClair advised businesses to follow Forrester's "Rule of Five," three simple rules all involving the number five to apply RPA.
Here are the three rules:
We deliver the top business tech news stories about the companies, the people, and the products revolutionizing the planet. Delivered Daily
DevOps: A cheat sheet (TechRepublic)Microsoft HoloLens 2: An insider's guide (TechRepublic download)How smart tech is transforming the transportation industry (TechRepublic Premium)Technology that changed us: The 1970s, from Pong to Apollo (ZDNet)These smart plugs are the secret to a seamless smart home (CNET)The 10 most important iPhone apps of all time (Download.com)Tom Merritt's Top 5 series (TechRepublic on Flipboard)
Image: Getty Images/iStockphoto
Originally posted here:
Automation forging ahead in the enterprise - TechRepublic
- 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]