Supercharge workflow automation with AI
Author - S Sundaran
Incorporating AI into process automation tools is a developing trend that is assisting businesses in upgrading their workflows from conventional process automation systems to more intelligent ones.
What is a Document Workflow?
Workflow or Document workflow is a system used to collect, produce, track, update, approve,
store, retrieve, keep, and delete documents related to business operations. The procedure seeks
to offer precise instructions on how to execute a task in the document management process.
What is Process / Workflow automation?
Process or workflow automation has evolved dramatically since the emergence of machine learning
(ML), artificial intelligence (AI), and cognitive technologies. “Workflow automation, which
digitized monotonous manual procedures to raise productivity and cut down on paperwork, has
evolved into a state where RPA, artificial intelligence, and machine learning technologies offer
crucial insights that assist improve the efficiency of operations and offer a quicker response
to consumers.” The applications of Process Automation (PA) include intelligent document
processing (IDP), simplifying processes, supply-chain management, claims processing, case
management, and more.
How can AI help in processing documents reliably?
Businesses that create thousands of documents every day, such as purchase orders, invoices,
medical records, and other types of paperwork, might benefit greatly from artificial
intelligence. Early document management or processing systems allowed for the collection and
distribution of documents to specific persons but left it up to humans to classify the documents
and determine their proper routing. Then AI emerged, enabling software to detect templates and
document content to make choices.
Artificial intelligence can distinguish between a
purchase order and an invoice using business rules built into contemporary document management
systems, sending the necessary documents to the right people for handling or putting them in the
right queue for further processing. Workflow is a crucial component of document management that
helps to streamline corporate operations and boost worker efficiency. Workflow is mostly enabled
by AI. The process may safely and automatically route a document to a workgroup, authorized
approvers, or a distribution list by identifying the type of document and other information and
this process all happened without human need.
Implementing AI based automation can have the following benefits:
1. Productivity enhancement due to less manual intervention.
2. Faster processing.
3. Automation solutions will work round the clock with no down time.
4. Solutions like these can be scaled easily to handle lerger workloads.
According to 73% of IT leaders, employees are saving between 10% and 50% of the time they would have otherwise spent on manual work as a result of automation success.
How can you implement an AI based automation solution for your
company?
Choosing an automation solution for your company depends on multiple factors like, how many
process / workflows needs to be automated.
What will be the cost savings in implementing such a solution, license cost of the tools, hire
resources with automation experience etc.
Following are the popular options:
1. Robotic Process automation solutions from - UiPath, BluePrism.
2. Workflow management tools solutions from - Kissflow, Trello etc
3. Custom AI Automation solutions from companies like - InceptionAI, ScaleAI etc
What are the top four Robotic Process Automation (RPA) solutions / Workflow automation solutions available in the market?
1. UiPath (RPA)
UiPath is one of the makret leader leaders in the RPA space. It is used for large-scale
end-to-end automation. For an accelerated business change, it provides solutions
for businesses to automate routine office activities. It uses a variety of methods to transform
tedious tasks into automated processes.
Features:
1. Drag and Drop Workflow
2. Record and Playback.
3. Advanced Scraping Options.
4. High Security and Robustness.
2. Blue Prism (RPA)
Blue Prism’s
connected-RPA (Robotic Process Automation) provides enterprises with an intelligent
digital workforce (software robots) capable of self-learning & continuous improvement, empowers
users to automate billions of transactions, and saves hundreds of millions of hours of employees
and enables them to do more work. By pairing a digital worker with an up-skilled workforce,
businesses can keep their initiatives towards cost-effective, streamlined & sustainable
work.
Features:
1. Analytics.
2. Drag and Drop Workflow.
3. Data Security & Abstraction.
4. Execution Intelligence.
3. Kissflow (Workflow Management)
CKissflow is a cloud-based forms automation solution offered by OrangeScape Technologies that
automate business processes and tracks performance. It is suitable for business of all sizes and
industries. Kissflow helps initiate process requests, view items that require user actions and
approve pending tasks.
Features:
1. No-code workflows.
2. Drag-and-drop forms.
3. Dynamic task assignment.
4. Access control.
4. Automation Anywhere (RPA)
Automation Anywhere is one of the most popular RPA vendors offering powerful and user-friendly
RPA capabilities to automate the business processes that are performed by humans. AA is a
web-based management system that includes a control to run end-to-end automated business tasks
for companies.
Features:
1. Workflow Designer.
2. Workload Management.
3. Automation Lifecycle Management.
4. Predictive Operational Analytics.
Why a custom AI automation solution might be right option for you?
RPA / Workflow solutions might not be suitable for complex workflows that require AI Vision or
decision engines. This is where companies like InceptionAI comes in. We automate complex
business workflows that cannot be automated using RPA by developing state of the art AI models / engines
to reliably extract and process information, removing the need for manual intervention.
Contact us to know more about our capabilities.
Helping you maximize efficiency with Artificial Intelligence
Office
475 Wall Street, Princeton, NJ 08540
United States