I cant wait to push some paper today! Said no one ever. The mind-numbing work to keep the wheels of commerce rollingfilling out invoices, deciphering hand-written memos, processing insurance claimscan be a real grind. Its been that way since the time when Ebenezer Scrooge refused to provide another lump of coal to help warm overworked clerk Bob Cratchit. Lacking frailty of mind and body, artificial intelligence for business process automation appears to be a no-brainer.
In fact, a number of companies are employing AI techniques such as machine learning, computer vision and natural language processing to automate business processes. White-collar outsourcing is no longer going to Indiaits moving to the cloud.On one hand, that means job losses in the short term. Its already happening. The tech-loving Japanese are among the first to be replaced. For example, IBM Watson is now doing the job of more than 30 employees at an insurance company by calculating payouts. On the other hand, theres a lot of money in outsourcing. Global business process outsourcing was worth $63.5 billion in 2015, according to Statista. Companies rolling out artificial intelligence for business processes say automation will free employees from mundane tasks for more dynamic work, like checking Facebook more often.
You may recall that a few months ago we expressed some healthy skepticism about this new, so-called digital workforce. Our complaint was that much of this seemed like software automation repackaged with buzzwords like robotic process automation, cognitive technologies and desktop automation. However, we promised to dive further into this sector. In this article, well look at a couple of startups and a couple of veteran companies claiming to useartificial intelligence for business process automation.
New York-based WorkFusion is fresh off a $35 million Series D in January 2017. That brings the total investments to about $71 million since the company was founded in 2010. The latest series was led by Georgian Partners with participation from existing investors Mohr Davidow Ventures, iNovia, Nokia Growth Partners, Greycroft and RTP Ventures.
WorkFusion claims its machine learning platform can eliminate up to 90 percent of back-office business work and its AI-powered bots can increase service center capacity fivefold. Clients can reportedly enjoy a 50 to 80 percent ROI within the first year.
How does WorkFusion work its magic? Remember that machine learning is all about improving computer performance through experience rather than pre-programmed software. Its AI platform learns on the job. It has already studied the habits of 35 million users on its platform on how to do business-related processes, according to a story in Business Insider.
Last year, WorkFusion partnered with VirtusaPolaris, the market-facing brand created when Virtusa Corporation (NASDAQ: VRTU) acquired Polaris Consulting & Services a year or so ago. VirtusaPolaris provides IT consulting and outsourcing support in the banking and financial services market. That would seem to open up bigger opportunities for fledgling WorkFusion. Though we wonder where this partnership might eventually go. Virtusa has been on a shopping spree since 2009, acquiring seven companies during that time.
Another startup from the Big Apple using artificial intelligence for business process automation is HyperScience. It comes to the table with nearly $19 million in funding, most recently a second Series A in December 2016 that netted $8 million, led by Felicis Ventures. Thats also when it announced its existence to the world with the launch of its website.
The company initially focused on back-office automation. Its first product, HS Forms, is meant to replace the tedium of data entry. Its machines can read and understand any kind of text, apparently even our atrocious scribble. Such automation speeds up the processing of products like mortgage applications or medical records faster than any human, even with a double espresso each morning. HyperScience says HS Forms uses advanced computer vision techniques to process documents, identify content types, and extract the content.
The company also lists two additional, more sophisticated products. HS Freeform can take unstructured data, whether digital or handwritten, and read, understand and digitize the information. HS Evaluate goes one step further, reviewing files and applications with human-like judgment. The company says its AI software can automatically review an extensive claim file, eliminate duplicate entries, assess eligibility, and then deliver precise adjudication decisions. Judge Judy, youre fired.
Apparently the water in New York isnt just good for making bagels. Yet another company applying AI to business process automation is IPsoft, a private company with offices in 11 countries. Its been around since 1998 as an autonomic and cognitive solutions service provider, but recently went full AI with Amelia. Amelia isnt just another chatbot, according to the company, but an artificial intelligence platform that can automate just about any business process currently done by bipedal cubicle critter. Amelias digital job resume includes everything from helping customers open new bank accounts to processing insurance claims.
Calling her a cognitive agent, IPsoft says Amelia can emulate human intelligence, making her capable of natural interactions with people. She can understand human language, learn through observation and determine what actions to take in order to fulfill a request or solve a problem.
In one case study, for example, Amelia was able to take over nearly 20 percent of all incoming IT service desk tasking for a European bank after only 45 days of training. And the multi-tasking cognitive agent proved to be a fast learner as a mortgage broker as well. Within two weeks, Amelia could answer three-quarters of all questions with an 88 percent success rate.
Meet Amelia in this video:
From across the Pond we found publicly traded Blue Prism (LON: PRSM). The U.K.-based company, with offices across three time zones in the United States and Australia, debuted on the AIM market of the London Stock Exchange in March 2016. So far, the companyat least its stockhas performed admirably. An investment of 10,000 at the companys first closing bell on March 16 would have netted you nearly 40,000 less than a year later.
Founded back in 2001 by a group of process automation experts, Blue Prism counts more than 150 enterprise clients, including ten top global banks such as Barclays Africa Group, BNY Mellon, Commerzbank, Nordea, ING and Westpac, as well as several of the worlds leading insurers including Zurich, Swinton Insurance and Aegon. Other big names in various industries include Maersk, Siemens, IBM, Procter & Gamble and Nokia.
Heres how Blue Prism explains its robotic process automation (RPA) platform:
Blue Prisms RPA is built as the transactional platform, with its software robots helping AI turn decisions into actions. The cognitive decision making built into these software robots brings AI to life and also enables knowledge transfer between the robots and third-party AI applications as the two engage and interface with one another allowing the robots to recognize items and take action with no external intervention.
We see quite a bit of momentum in AI-powered business process automation. More than a few Global 2000 companies are signing up with players like Blue Prism and IPsoft. It wont be long before youre conversing with Amelia rather than John in Mumbai.
In a sense, this sort of automation has been around for a while, as we noted earlier. Its the artificial intelligence piece thats new. And like with many of the pieces we write on this topic, we want to caution you that anyone can slap AI on their website and call it machine learning. Its like seeing the word natural on a food label. You have to be sure to read the ingredient list first.
Looking to buy shares in companies before they IPO?A company called Motif Investing lets you buy pre-IPO shares in companies that are led by JP Morgan. You can open an account with Motif with no deposit required so that you are ready to buy pre-IPO shares when they are offered.
Follow this link:
Artificial Intelligence in Business Process Automation - Nanalyze
- Classic reasoning systems like Loom and PowerLoom vs. more modern systems based on probalistic networks [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- Using Amazon's cloud service for computationally expensive calculations [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- Software environments for working on AI projects [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- New version of my NLP toolkit [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- Semantic Web: through the back door with HTML and CSS [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- Java FastTag part of speech tagger is now released under the LGPL [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- Defining AI and Knowledge Engineering [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- Great Overview of Knowledge Representation [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- Something like Google page rank for semantic web URIs [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- My experiences writing AI software for vehicle control in games and virtual reality systems [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- The URL for this blog has changed [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- I have a new page on Knowledge Management [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- N-GRAM analysis using Ruby [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- Good video: Knowledge Representation and the Semantic Web [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- Using the PowerLoom reasoning system with JRuby [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- Machines Like Us [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- RapidMiner machine learning, data mining, and visualization tool [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- texai.org [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- NLTK: The Natural Language Toolkit [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- My OpenCalais Ruby client library [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- Ruby API for accessing Freebase/Metaweb structured data [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- Protégé OWL Ontology Editor [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- New version of Numenta software is available [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- Very nice: Elsevier IJCAI AI Journal articles now available for free as PDFs [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- Verison 2.0 of OpenCyc is available [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- What’s Your Biggest Question about Artificial Intelligence? [Article] [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- Minimax Search [Knowledge] [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- Decision Tree [Knowledge] [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- More AI Content & Format Preference Poll [Article] [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- New Planners Solve Rescue Missions [News] [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- Neural Network Learns to Bluff at Poker [News] [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- Pushing the Limits of Game AI Technology [News] [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- Mining Data for the Netflix Prize [News] [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- Interview with Peter Denning on the Principles of Computing [News] [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- Decision Making for Medical Support [News] [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- Neural Network Creates Music CD [News] [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- jKilavuz - a guide in the polygon soup [News] [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- Artificial General Intelligence: Now Is the Time [News] [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- Apply AI 2007 Roundtable Report [News] [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- What Would You do With 80 Cores? [News] [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- Software Finds Learning Language Child's Play [News] [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- Artificial Intelligence in Games [Article] [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- Artificial Intelligence Resources [Last Updated On: November 8th, 2009] [Originally Added On: November 8th, 2009]
- Alan Turing: Mathematical Biologist? [Last Updated On: April 25th, 2012] [Originally Added On: April 25th, 2012]
- BBC Horizon: The Hunt for AI ( Artificial Intelligence ) - Video [Last Updated On: April 30th, 2012] [Originally Added On: April 30th, 2012]
- Can computers have true artificial intelligence" Masonic handshake" 3rd-April-2012 - Video [Last Updated On: April 30th, 2012] [Originally Added On: April 30th, 2012]
- Kevin B. Korb - Interview - Artificial Intelligence and the Singularity p3 - Video [Last Updated On: April 30th, 2012] [Originally Added On: April 30th, 2012]
- Artificial Intelligence - 6 Month Anniversary - Video [Last Updated On: April 30th, 2012] [Originally Added On: April 30th, 2012]
- Science Breakthroughs [Last Updated On: April 30th, 2012] [Originally Added On: April 30th, 2012]
- Hitman: Blood Money - Part 49 - Stupid Artificial Intelligence! - Video [Last Updated On: April 30th, 2012] [Originally Added On: April 30th, 2012]
- Research Members Turned Off By HAARP Artificial Intelligence - Video [Last Updated On: April 30th, 2012] [Originally Added On: April 30th, 2012]
- Artificial Intelligence Lecture No. 5 - Video [Last Updated On: April 30th, 2012] [Originally Added On: April 30th, 2012]
- The Artificial Intelligence Laboratory, 2012 - Video [Last Updated On: April 30th, 2012] [Originally Added On: April 30th, 2012]
- Charlie Rose - Artificial Intelligence - Video [Last Updated On: April 30th, 2012] [Originally Added On: April 30th, 2012]
- Expert on artificial intelligence to speak at EPIIC Nights dinner [Last Updated On: May 4th, 2012] [Originally Added On: May 4th, 2012]
- Filipino software engineers complete and best thousands on Stanford’s Artificial Intelligence Course [Last Updated On: May 4th, 2012] [Originally Added On: May 4th, 2012]
- Vodafone xone™ Hackathon Challenges Developers and Entrepreneurs to Build a New Generation of Artificial Intelligence ... [Last Updated On: May 4th, 2012] [Originally Added On: May 4th, 2012]
- Rocket Fuel Packages Up CPG Booster [Last Updated On: May 4th, 2012] [Originally Added On: May 4th, 2012]
- 2 Filipinos finishes among top in Stanford’s Artificial Intelligence course [Last Updated On: May 5th, 2012] [Originally Added On: May 5th, 2012]
- Why Your Brain Isn't A Computer [Last Updated On: May 5th, 2012] [Originally Added On: May 5th, 2012]
- 2 Pinoy software engineers complete Stanford's AI course [Last Updated On: May 7th, 2012] [Originally Added On: May 7th, 2012]
- Percipio Media, LLC Proudly Accepts Partnership With MIT's Prestigious Computer Science And Artificial Intelligence ... [Last Updated On: May 10th, 2012] [Originally Added On: May 10th, 2012]
- Google Driverless Car Ok'd by Nevada [Last Updated On: May 10th, 2012] [Originally Added On: May 10th, 2012]
- Moving Beyond the Marketing Funnel: Rocket Fuel and Forrester Research Announce Free Webinar [Last Updated On: May 10th, 2012] [Originally Added On: May 10th, 2012]
- Rocket Fuel Wins 2012 San Francisco Business Times Tech & Innovation Award [Last Updated On: May 13th, 2012] [Originally Added On: May 13th, 2012]
- Internet Week 2012: Rocket Fuel to Speak at OMMA RTB [Last Updated On: May 16th, 2012] [Originally Added On: May 16th, 2012]
- How to Get the Most Out of Your Facebook Ads -- Rocket Fuel's VP of Products, Eshwar Belani, to Lead MarketingProfs ... [Last Updated On: May 16th, 2012] [Originally Added On: May 16th, 2012]
- The Digital Disruptor To Banking Has Just Gone International [Last Updated On: May 16th, 2012] [Originally Added On: May 16th, 2012]
- Moving Beyond the Marketing Funnel: Rocket Fuel Announce Free Webinar Featuring an Independent Research Firm [Last Updated On: May 23rd, 2012] [Originally Added On: May 23rd, 2012]
- MASA Showcases Latest Version of MASA SWORD for Homeland Security Markets [Last Updated On: May 23rd, 2012] [Originally Added On: May 23rd, 2012]
- Bluesky Launches Drones for Aerial Surveying [Last Updated On: May 23rd, 2012] [Originally Added On: May 23rd, 2012]
- Artificial Intelligence: What happened to the hunt for thinking machines? [Last Updated On: May 25th, 2012] [Originally Added On: May 25th, 2012]
- Bubble Robots Move Using Lasers [VIDEO] [Last Updated On: May 25th, 2012] [Originally Added On: May 25th, 2012]
- UHV assistant professors receive $10,000 summer research grants [Last Updated On: May 27th, 2012] [Originally Added On: May 27th, 2012]
- Artificial intelligence: science fiction or simply science? [Last Updated On: May 28th, 2012] [Originally Added On: May 28th, 2012]
- Exetel taps artificial intelligence [Last Updated On: May 29th, 2012] [Originally Added On: May 29th, 2012]
- Software offers brain on the rain [Last Updated On: May 29th, 2012] [Originally Added On: May 29th, 2012]
- New Dean of Science has high hopes for his faculty [Last Updated On: May 30th, 2012] [Originally Added On: May 30th, 2012]
- Cognitive Code Announces "Silvia For Android" App [Last Updated On: May 31st, 2012] [Originally Added On: May 31st, 2012]
- A Rat is Smarter Than Google [Last Updated On: June 5th, 2012] [Originally Added On: June 5th, 2012]