Eight Intelligent Automation Predictions for 2021
December 3, 2020 Blogs
Authored by: Zakir Ahmed, Senior Vice President and GM, Asia Pacific & Japan at Kofax
- The Next Place for RPA to Go? The Business Workflow!: RPA has caught on like wildfire, because it made automating routine, mundane tasks fast, easy and dare I say, fun. It made motivation-killing work like monotonous, cut-and-paste data entry –a drudgery of the past. Where does RPA go from here? It’s all about workflow. The new normal is accelerating the call for digital transformation – creating streamlined, frictionless experiences that delight customers and employees. To do this, organisations increasingly are bridging their RPA expertise to higher-value initiatives – business workflow transformation. Workflows are organisations’ ‘secret sauce’ – the end-to-end processes encoding how they do things smarter, faster, better, cheaper. For savvy companies, 2021 is about harnessing their RPA automation expertise – and leveraging it with complementary technologies like process orchestration and document intelligence to automate their mission-critical business workflows.
- 2021 Automation Priorities: The DNA of High-Value Workflows: Organisations run on workflows – sequential tasks like onboarding, invoice processing or approving documents through e-signature – that are part of a complex business process. Workflows are organisations’ intellectual property – the DNA encoding how they do things smarter, faster, better, cheaper. But not all workflows are created equally. In 2021 organisations will need to prioritise automation that will yield the most value, the soonest. Those are workflows whose ‘DNA’ has the following characteristics:
-
- Document Intelligence: Workflows that apply cognitive capture and artificial intelligence to unstructured data in order to automate and extract information and unlock data insights
- Process Orchestration: Workflows involving orchestration of digital workflows in collaboration with users, systems and data
- Connected Systems: Workflows involving multiple critical business systems – enterprise applications, legacy systems, mobile, chatbots and more – across internal and external business processes
- Goodbye Open Floorplans, Latte Machines and Bean Bags, Hello Collaboration Tools and Automation Platforms: Pre-COVID, organisations were obsessed with driving efficiency, collaboration and innovation through analogue strategies like smart office equipment and innovative office design. Open floorplans, bean bag chairs, latte machines and electronic whiteboards were just some of the tools that supported employees in generating more agile and competitive ways of working and thinking. Fast forward to 2021 when employees and customers are virtual. There’s now a premium on digital transformation as the vehicle for driving employee productivity and customer experience. Organisations mastering the digital landscape – from collaboration tools (Zoom, MS Teams, etc.) to automation tools (intelligent automation, financial process automation and enterprise output management) are thriving. Companies stuck in analogue business models are falling farther behind. This trend will accelerate in 2021 and will continue even after offices open up again. Digital workflow transformation is here to stay.
- Digital Workers Save Humanity in 2021! In the drive to become more efficient and productive organisations have been driving employees to the breaking point. People are working faster, harder and more efficiently than ever before, and it’s still not enough in rapidly changing markets. Enter the bots – long feared as replacing human workers. In 2021 digital workers will come to be more fully understood as the saviour of work-life balance. As human productive capacity reaches its limit, increasingly employees will be provided with digital workforce support – increasing productive capacity while relieving humans of the dull, repetitive work keeping them in the office late and on weekends. Harnessing digital capacity at scale will drive the agility needed for competitive advantage in 2021. Digital capacity becomes the new differentiator.
- Business Line Leaders – ‘Citizen Developers’ – Will Accelerate Digital Transformation Momentum: Past automation efforts were driven largely by IT as technology initiatives. As more intuitive, intelligent automation platforms emerge, business line leaders are becoming empowered to focus automation efforts to drive specific strategic business outcomes. These ‘citizen developers’ increasingly will partner with IT in a federated model, harnessing intelligent automation to transform information-intensive business workflows. Many companies excelling today in the New Normal are doing so through automation inspired by Citizen Developers in partnership with IT. This new model creates agility, reduces technical debt and accelerates time-to-value. Other organisations seeking to accelerate their digital transformation efforts will emulate this model.
- Companies Will Buy Business Outcomes through Ecosystems: In 2020, integrated intelligent automation platforms emerged as the preferred method of driving digital workflow transformation results. These one-stop-shop platforms with pre-integrated, complementary automation technologies, provide all the capabilities and AI needed to automate quickly, drive rapid results and reduce technical debt. However, the 80%/20% rule still applies, meaning organisations’ will always have unique requirements that would require customisations. Ecosystems will emerge in 2021 as the go-to resource for filling that gap. Platform providers have developed vast networks of technologies, applications and services operating within their open, dynamic and integrated architectures – providing access to a network of services, pre-built connectors, templates and solutions. Companies in 2021 will increasingly rely on these ecosystems to buy the outcomes they desire – accelerating their ability to achieve desired automation results.
- 5G Data: Big Wave Surfing or Tidal Wave?: 5G is here and along with it, a massive wave of data. In 2021 5G will enable companies to transmit, collect and analyse exponentially more data than ever before to fuel business strategy and decision-making. Organisations with the capacity and ability to ingest this surge of data, digitise and transform it into business insights will be riding high. It all starts with having document and data intelligence technology necessary to convert unstructured data locked in 5G transmissions into structured data assets. AI and Cognitive Capture will be key to achieve document/data classification, sentiment analysis and content extraction from key documents such as financial records. Organisations with data intelligence capabilities will be able to surf the 5G data wave and attain new heights of performance. Those unprepared will be inundated by a tsunami of unusable information.
- Embedded AI Will Accelerate Automation Success and Reduce Technical Debt: In 2021, AI finds its winning use case – embedded in intelligent automation platforms and leveraged as a key accelerator to achieving digital workflow transformation. No longer the sole domain of data scientists within large organisations, AI use in 2021 will spread to the masses. Machine Learning (ML), Natural Language Processing (NLP), Intelligent Optical Character Recognition (OCR), and Image Recognition embedded in intelligent automation platforms will empower citizen developers to achieve digital workflow transformation – dramatically elevating productivity levels and accelerating work throughout the enterprise.
(0)(0)
Archive
- October 2024(44)
- September 2024(94)
- August 2024(100)
- July 2024(99)
- June 2024(126)
- May 2024(155)
- April 2024(123)
- March 2024(112)
- February 2024(109)
- January 2024(95)
- December 2023(56)
- November 2023(86)
- October 2023(97)
- September 2023(89)
- August 2023(101)
- July 2023(104)
- June 2023(113)
- May 2023(103)
- April 2023(93)
- March 2023(129)
- February 2023(77)
- January 2023(91)
- December 2022(90)
- November 2022(125)
- October 2022(117)
- September 2022(137)
- August 2022(119)
- July 2022(99)
- June 2022(128)
- May 2022(112)
- April 2022(108)
- March 2022(121)
- February 2022(93)
- January 2022(110)
- December 2021(92)
- November 2021(107)
- October 2021(101)
- September 2021(81)
- August 2021(74)
- July 2021(78)
- June 2021(92)
- May 2021(67)
- April 2021(79)
- March 2021(79)
- February 2021(58)
- January 2021(55)
- December 2020(56)
- November 2020(59)
- October 2020(78)
- September 2020(72)
- August 2020(64)
- July 2020(71)
- June 2020(74)
- May 2020(50)
- April 2020(71)
- March 2020(71)
- February 2020(58)
- January 2020(62)
- December 2019(57)
- November 2019(64)
- October 2019(25)
- September 2019(24)
- August 2019(14)
- July 2019(23)
- June 2019(54)
- May 2019(82)
- April 2019(76)
- March 2019(71)
- February 2019(67)
- January 2019(75)
- December 2018(44)
- November 2018(47)
- October 2018(74)
- September 2018(54)
- August 2018(61)
- July 2018(72)
- June 2018(62)
- May 2018(62)
- April 2018(73)
- March 2018(76)
- February 2018(8)
- January 2018(7)
- December 2017(6)
- November 2017(8)
- October 2017(3)
- September 2017(4)
- August 2017(4)
- July 2017(2)
- June 2017(5)
- May 2017(6)
- April 2017(11)
- March 2017(8)
- February 2017(16)
- January 2017(10)
- December 2016(12)
- November 2016(20)
- October 2016(7)
- September 2016(102)
- August 2016(168)
- July 2016(141)
- June 2016(149)
- May 2016(117)
- April 2016(59)
- March 2016(85)
- February 2016(153)
- December 2015(150)