DEV Community: Aboli Kakade

Addressing IT Challenges with Intelligent Automation Solutions

Aboli Kakade — Wed, 06 Dec 2023 03:40:03 +0000

In the rapidly evolving landscape of Information Technology (IT), organizations are constantly seeking innovative solutions to address challenges and streamline their operations. One such solution gaining prominence is Intelligent Automation, a powerful combination of artificial intelligence (AI) and automation technologies. This blog explores the role of Intelligent Automation in overcoming IT challenges and focuses on the capabilities of IT Process Automation solution.

Challenges in IT Operations

Manual, Repetitive Tasks: IT teams often find themselves bogged down by routine, manual tasks such as ticket resolution, data entry, and system monitoring. These tasks are time-consuming and prone to errors.
Complex Workflows: IT processes involve intricate workflows that require collaboration across different systems and departments. Managing these complex workflows efficiently is a challenge.
Incident Response and Resolution: Quick response to incidents and effective resolution are critical in minimizing downtime. However, manual incident management can lead to delays and increased Mean Time to Resolution (MTTR).
Scalability: As businesses grow, the IT infrastructure becomes more extensive. Scaling operations to meet increased demands while maintaining efficiency is a significant challenge.
Security Concerns: With the rising threat landscape, ensuring the security of IT operations is a top priority. Manual processes may introduce vulnerabilities, and timely responses to security incidents are crucial.

Addressing IT Challenges with Intelligent Automation

Efficiency through Automation:
Intelligent Automation, powered by AI and machine learning, can automate routine and manual tasks. AutomationEdge IT Process Automation excels in automating workflows, reducing human intervention, and minimizing errors.
Workflow Orchestration:
AutomationEdge offers a comprehensive platform for workflow orchestration. It enables the design and execution of complex IT workflows, ensuring seamless integration across various systems and applications.
Incident Management:
Rapid incident response is facilitated through intelligent automation. AutomationEdge's IT Process Automation platform can automatically identify, categorize, and initiate predefined responses to incidents, significantly reducing MTTR.
Scalability and Flexibility:
AutomationEdge provides scalability by automating repetitive tasks and allowing IT teams to focus on strategic initiatives. Its flexible architecture adapts to the evolving needs of an organization, making it an ideal solution for growing businesses.
Security Automation:
Security automation is a key component in mitigating cyber threats. AutomationEdge helps in automating security incident responses, ensuring that potential threats are identified and addressed promptly, bolstering the overall cybersecurity posture.

Conclusion

Intelligent Automation solutions play a pivotal role in transforming IT operations. By automating manual tasks, streamlining workflows, and enhancing incident response, organizations can achieve higher efficiency, scalability, and improved security. As the IT landscape continues to evolve, embracing Intelligent Automation becomes imperative for staying competitive and resilient in the face of challenges. Automation stands as a testament to the capabilities of Intelligent Automation in addressing and overcoming the multifaceted challenges within the IT domain.

Top 5 IT Tasks that Need Quick Automation for Massive Productivity Improvement

Aboli Kakade — Thu, 20 Apr 2023 06:43:07 +0000

Almost every facet of business is touched by technology in today's digital environment. Technology is now more important than ever as a factor in success. Nevertheless, despite the fact that businesses want their IT team to be concentrated on fostering innovation, they are frequently slowed down by tiresome, time-consuming procedures like password resets or employee onboarding.

Despite the fact that these duties are obviously crucial, they have no impact on how businesses perform, turning IT into a cost center rather than a value generator. Yet, by automating these procedures, businesses may provide their IT teams the freedom to perform bigger and better tasks while also allowing users to get the technical support they require more quickly and correctly.

To deep-dive into the topic, let's decode the top 5 typical IT processes that service firms need to automate right now to produce a quick and demonstrable return on investment.

How can automation help?

Increase the IT team's daily availability and productivity
Enhance ITSM production without adding more work.
Decrease the frequency and expense of service outages
Improve capacity and storage for data
Increase the accuracy and speed of correction
Create a self-healing business with minimum errors

With IT automation at play, businesses will be better able to stay up with cut-throat competition and support the creative projects that will lead their future toward growth and success. In short, the more businesses automate their crucial, time-consuming operations, the more they can maximize their profits.

Listing Down the Top 5 Processes to Automate

1. E-mail Management

The number of active e-mail users is forecast to reach 4.6 billion in 2025. And, if businesses do not discover a good strategy to manage this whopping increase in e-mail flows, it can get disastrously overwhelming and time-consuming to deal with them. An average team manager probably receives a tonne of e-mails every day that demand their attention. If businesses want to expand their client base, they must swiftly answer e-mails from potential customers.

The good news is that businesses can now seamlessly automate some tasks to reduce the amount of time the team spends in their inbox. To avoid having to write e-mails from scratch all the time, they may use these free e-mail template builders or generate a template utilizing information from your web-based contact form. They can also track and reply to e-mails using the built-in auto-response tools in e-mail services, such as the Follow-Up option in Outlook. Though this seems to be a very basic concept to list as number 1, it has a massive impact on the overall business expansion.

2. Sales and CRM Procedure

Every small to medium-sized organization specifies a lead generation procedure. Businesses can take care of them, interact with them, learn about their preferences, pinpoint their primary issues, and then offer a solution that converts them into clients.

This process calls for many players from the sales team to guarantee that the proper person within the business handles the prospect and converts them into a customer. Thus, workflow software is required to streamline sales and marketing activities. Automating sales workflow is a no-brainer since this process must be carried out flawlessly in order to generate income.

3. Issuing Tickets

Support is essential to any business, but it's crucial for SMBs because they have so much to gain from their existing clientele, given their limited marketing resources. It is crucial to set up an effective and proactive support system to deal with client questions, problems, and change requests.

Customers are happier when the support process is automated, the appropriate team is assigned to the case, there are regular status updates, and a timely resolution is achieved. Issues and problems will always exist, but how they are handled separates a caring business from a careless one. With automation at rescue, businesses can easily resolve issues, diverting them to the responsible person for real-time resolution. Also, automated responses to certain common, repetitive issues can greatly impact the overall time spent by the customer service staff on certain queries.

4. Asset Management

One crucial visit during the onboarding or offboarding of an employee is the IT department to get or return certain devices. Instead of using paper forms and documents, IT process automation greatly simplifies asset management by tracking the entire process.

Any new user will only need to complete a digital form with all the relevant information when they visit IT teams to request their new equipment. After it is finished and approved by IT, the new user receives their laptop, network key, and any other equipment they might require.

Likewise with offboarding, returning property may be a step in the procedure that involves minimum human involvement. An automated notification with the necessary information will be sent to the IT staff. Businesses can even have the form display every asset assigned to that person if they attach a dataset to the automated procedure. Offices can easily distribute and collect equipment in this situation without having to go through cumbersome paper hoops - all thanks to IT process automation.

5. Auditing and Compliance

No organization should take compliance lightly. Software must adhere to safety and legal requirements, and frequent audits must be performed to verify that the team is adhering to the correct safety procedures for data protection.

IT process automation can help in this situation. 67% of businesses employ Business Process Automation to improve their transparency and encourage end-to-end visibility across diverse systems. Initially, most of this would be accomplished through e-mails and electronic forms, but this is inefficient, especially if IT needs to verify random systems. IT can use automated forms to confirm whether all employees have completed the auditing checks without having to manually check each one.

A master record can be used to show them who has finished and who hasn't. In this manner, there is no need to chase after individuals to request that they finish the compliance testing.

Conclusion

Today, companies have a variety of automation tools at their disposal to help them increase productivity using Business Process Management. In fact, by 2024, 69% of all managerial tasks are expected to be automated. Modern automation has created new opportunities for businesses to improve efficiency and optimize their operational procedures.

More jobs and processes can be handled by Business Process Automation software than by Robotic Process Automation (RPA). By automating little but crucial procedures, businesses may devote more time and resources to more crucial tasks that truly impact their transformation and growth journeys. Automating routine processes can improve sellers' efficiency and boost business revenues.

To assist businesses in saving time and lessen the need for team members to do administrative duties, AutomationEdge provides a range of Business Process Automation solutions. Reach out for a Free Demo for the same to experience the magic for yourself!

Raiding the World with Top 11 Service Desk Automation Possibilities

Aboli Kakade — Thu, 16 Mar 2023 09:54:23 +0000

By leveraging help desk automation, customer support employees are working more quickly than before, feeling the burden of over-performance off their chest! The appropriate help desk AI solutions have the power to transform thousands of businesses by providing better customer service and forging closer relationships with buyers and sellers.
57 percent of corporate leaders already have plans to expand their AI spending by at least 25 percent in the upcoming year, demonstrating just how influential automated sales software and AI have become.

To put it in more compelling terms, there are risks associated with not embracing AI as well. According to a recent study we conducted, 61 percent of customers would curb doing business with a firm after just one negative customer service encounter. It's critical that businesses employ every tool at their disposal to enhance the client experience in today's cutthroat market competition. Plus, the cherry on the cake is that by using AI, they can scale personalized client service.

*What does automated help desk mean? *

Businesses can use help desk automation, a digital application, for business and IT process automation, including ticket routing, escalation, alarms, and automated responses. By automating these processes, businesses may lessen the stress on their support staff and help online consumers more quickly and consistently. These systems provide many tools that their customer care representatives may use to quickly and easily address tickets, ensuring that all of your clients receive the assistance they require.

Support desk automation is frequently seen as a feature in more comprehensive end-to-end customer service platforms. Together, these platforms provide scalable support options that companies of all sizes and in a variety of sectors may employ to improve their client interactions.

What advantages can help desk automation offer?

Remember that software isn't a magic wand when you read about these key advantages of employing service desk automation solutions. Software deployment requires careful planning, and it is a must to select an experienced vendor and the finest help desk automation software.

Now, let's check the list of these advantages:

Faster ticket resolution

With the least amount of downtime possible, help desk automation software offers consumers a variety of ways to fix their issues. Customers like being able to swiftly resolve their issues and carry on with their routine jobs, whether they require agent support or need to check something up in their knowledge base. Faster resolution times boost consumer trust in your company's capacity to assist clients, all thanks to automation.

Boost the output of the support staff

Automation provide support agents the bandwidth to perform the more complex jobs that technology can't manage alone, just like a great chef will have additional hands in the kitchen to do the chopping, washing, fetching, and preparation. By working together, agents and technology may accomplish much more productivity while performing less work. Plus, it reduces the risk of support staff wearing off.

An integrated, regular customer experience

Help desk automation enables support teams to create consistent, repeatable routines that anyone, anywhere in the world, may use. Customers receive consistent service during every engagement when workflows are followed, even if they deal with a different agent each time.

Strong adherence to brand

Help desk automation software acts as an extra set of hands that can act quickly and precisely or as a thousand extra hands. More happy clients who are confident that they can count on the support team to give them the incident management and issue tracking solutions they require to handle issues promptly so they can go about their busy lives as a consequence.

Routing Tickets Automatically

Do your company find it difficult to distribute tickets manually among agents? Do your support staff members handle tickets that ought to have gone to another employee?

If any of these scenarios look like a typical workday, you should choose an automated service desk. Support tickets are automatically routed to the most qualified agents who are tagged the best to handle them. Every support ticket is handled with care thanks to automated ticket assignment. This makes sure that the tickets are allocated fairly and don't pile up with just one customer support representative.

Automated Notifications & Alerts

You must keep both your agents and consumers properly informed if you want to automate assistance and provide smooth customer service.

*Why are notifications in a service desk important? *

When a given condition is satisfied, predefined automated alerts, messages, or responses are sent to customers and staff members as notifications. Users are able to track the development of each ticket thanks to these notifications, which can be sent as emails or text messages. Using automated help desk software, there are various situations in which you can send and receive email notifications.

*Escalate Incidents After Notification of Ticket Assignment *

Every consumer wants their problems to be fixed by a single employee during the initial contact. However, it isn't always achievable due to the complexity of some problems. When the contacted agents lack the necessary skill, knowledge, or authority to resolve a client issue on their own, they must escalate tickets to senior representatives. Manual ticket escalation now has the potential to cause more issues than it resolves.

Your agents might not be aware of the procedures to follow or to whom to escalate a problem in the first place. Therefore, having an automated mechanism that escalates important support events to the appropriate parties is essential. Automation may help design rules for ticket escalation that will send tickets to the relevant people in your operational hierarchy automatically.

For example, if a customer demands a refund, the request can be instantly escalated to the customer service manager, who has the power to start refunds.

For quicker responses, use automation.

Writing new responses for repetitive client requests can kill productivity.
An automated service desk enables you to create tens of thousands of scripted responses, saving you important time. Client servicing representatives utilize canned responses, which are pre-written communications, to address frequent customer complaints. To provide consumers with prompt support, the agents can type the responses once, save them, and then reuse them.

In today's help desks, businesses can alter pre-written scripted responses to suit the needs and preferences. Agents can give each scripted response a title, choose the inbox, and use the search box to look for specific canned responses.

Automated Backups & Updates

Are you concerned about the overall safety of your ticketing system all the time? How can you be guaranteed to use the most recent version?
Automation, once more, has the solution.

Online help desk systems that are web-based are well renowned for their automated security upgrades. As a result, there is no need for you to search online for security updates or worry about purchasing newer software.

Without any downtime, security and software upgrades are immediately loaded. The organization can relax knowing that all important data is always safe, thanks to routine security upgrades. Furthermore, essential data is routinely and automatically backed up on the cloud in the form of customer conversations, customer information, ticket history, shared responses, and others.

*Emails for Rating Tickets *

One of the best automation concepts for the service desk is sharing automated emails for ticket grading. Customers are given "ticket rating emails" to rate the service they have got, as the name implies. Once a ticket has been tagged as "closed" or "resolved," these emails are immediately forwarded to the customers.

Here are a few of the main advantages of ticket rating:
Helps to gather insightful client feedback
Aids in evaluating the effectiveness of customer service
Aids in determining the skill level of your agents
Users can also set the time frame after which the survey will be emailed to clients.

Automated Reports Can Be Used To Measure Performance

A team's performance can suffer from inevitable biases, inaccuracies, and poor analysis if it is measured manually. Businesses may collect the appropriate metrics and receive a comprehensive picture of their team's performance with help desk automation. To monitor progress and enhance performance, users can select to get automated reports on a daily, weekly, and monthly basis.

With automation, it is easy to get perceptive information on significant factors like:

Total Ticket Volume
Number of Open Tickets
Ordinary Ticket Rating
Ordinary Resolution
First Contact Resolution in Time

Managers can immediately receive in-depth reports on their email addresses with the correct service desk tools. At the same time, agents' dashboards allow them to quickly assess their performance.

Why Tap On Service Desk Automation?

It is evident that automation will increase efficiency by reducing downtime and eliminating redundant activities, but there is more!

Offers end-to-end visibility of the organization's internal performance
Improves service quality for employees
Delivers tailored customer experience

Using the proper technology and ITSM tools, businesses can enhance the way the service desks operate, and it is essential not only to the employees and customers but also for the overall growth of the organization.

RPA: The Face of the Future Healthcare Industry

Aboli Kakade — Thu, 03 Nov 2022 06:28:20 +0000

Globally, healthcare systems are always looking for possibilities to improve and grow themselves so they can match up with the evolving dynamics of the market. Since the pandemic, the healthcare industry has been struggling to meet the sudden pressure and demand for people chasing medical advancement and proficiency. The ever increasing demand for medical services of the highest quality has been pressing healthcare organizations to boost their operational game with the power of automation and RPA.

Healthcare providers are struggling to deal with operational difficulties, including preserving medical records, safeguarding confidential data, and adhering to rigid processes when handling paperwork. The primary focus is on patient care, but frequently, doctors, nurses, and other staff are forced to handle administrative chores that must be finished in order for them to concentrate on the patient. And the risk of human error in this scenario can cost lives too!

Numerous repetitive duties can increase costs and slow down productivity at the organizational level. Many jobs are repetitious and have set rules, whether it be processing payments or enrolling new members. This indicates that they may be automated, freeing up time for people to work on higher-value jobs. Plus, automation assures the elimination of all possible human errors. Let's explore how!

RPA Moulding the Healthcare Sector

Robotic process automation (RPA) is a type of automation that makes use of software to perform back-office operations that would often be performed by humans, such as extracting data, completing forms, and moving files. To integrate and carry out repetitive operations between enterprise and productivity applications, it mixes APIs and user interface (UI) interactions. RPA solutions perform the autonomous execution of numerous tasks, activities, and transactions across unrelated software by deploying scripts that mimic human processes.

RPA in Healthcare: Its Purpose and Advantages

Healthcare professionals struggle to complete a large number of administrative tasks that are time-consuming and laborious. A major hurdle is to analyze how to ensure that the tasks are accurate while also prioritizing compliance with the rapidly changing healthcare rules and regulations.

The healthcare sector underwent a profound transformation as a result of the development of RPA (robotic process automation). RPA can be used to implement personalized care while lowering overall expenses and raising the standard of care. Additionally, this guarantees complete compliance with rules and regulations, minimizes errors and blunders, and ultimately boosts operational effectiveness.

The healthcare sector runs in real-time with no margin for error or delay. Automation in healthcare is used for jobs involving logic and structured data where judgments are based on a predetermined set of rules. The unstructured data sets can be processed and used for automation thanks to tools like optical character recognition (OCR) and natural language processing (NLP).

RPA with AI (Artificial Intelligence) integration produces cognitive automation, which uses bots to carry out tasks that would typically be performed by humans. Let's look at the top examples of RPA implementation in this noble profession of healthcare!

Top RPA Use Cases in Healthcare

The healthcare industry will change as a result of RPA adoption, molding the future beautifully towards better services delivered!

The healthcare sector is a complicated one, with numerous businesses spread out along the value chain and a network of connected processes. RPA usage in the healthcare industry makes up almost 30% of all RPA usage. Below listed are the top examples of the same:

Expediting the payment of accounts

Healthcare facilities are expected to keep track of, compute, and assess the costs associated with each patient's diagnosis and care. Such data might be time-consuming to process manually and prone to numerous mistakes. Additionally, keeping correct records of various tests, prescriptions, doctor fees, wardroom costs, and other facilities is crucial for determining how much each patient will be charged. The hospital staff may find the entire process to be exceedingly challenging as a result.

RPA bots are able to compute bills accurately by taking into account expenditures for services such as tests, medications, lodging, meals, and doctor visits. Patients can receive bill notifications through RPA software and pay their bills directly using online integrations. Healthcare providers can decrease payment delays and mistakes related to bill amount calculation by implementing RPA. To conclude, this makes account settlements easily expedited to enrich the client experience.

Customer service and remote care

RPA and bots can be used to automate customer service and remote care tasks, while machine learning and intelligent automation (IA) give the capacity to quickly and consistently respond to repetitive questions. RPA can be used to offer specialized communication at precise points in the patient care plan by adhering to business principles.

Lower operating costs and strengthen your financial stability

Meeting and maintaining targeted service levels depends on reducing costs, ensuring financial efficiency, and developing new revenue streams. This entails ensuring that operating costs are maintained to a minimum, that procedures are effective, and that new ideas can be adopted quickly. It can be provided, for instance, by delivering new billable services without the need to increase personnel or by flexing existing resources to match demand peaks.

Management of Claims

The laborious and repetitive procedures involved in claims administration, such as entering, processing, and analyzing documents and data, could cause a delay in the billing process after a healthcare service has been rendered.

An RPA-led claims management system can remove human errors during claims processing in addition to automating time-consuming processes. Given that Medicare loses over $60 billion yearly due to fraud, mistakes, and abuse, RPA is a great advantage to healthcare providers.

Convenient Appointment Scheduling

Scheduling and carrying out a full appointment frequently involves multiple challenging steps (and often implied processes). For instance, the general procedures that medical professionals must adhere to while setting up a medical appointment are as follows:
Gather basic patient information
Request a medical history
Verify that the insurance policy number is correct.
Align patient appointments with the onboard schedule of the doctor(s).
Provide any updates to patients or doctors.
With RPA at play, this entire process can be simplified with regular automated updates sent to the patients about their appointment.

Making Continual Data Entry

Medical records are essential to the overall care of the patient. They provide details on the patient's medical background, diagnosis, and most recent medical reports.

Data input recording is a routine and boring process. Every day, the same information must be entered into the system; RPA can automate this tedious and boring task.

RPA bots can be modified to meet specific data entry needs. Prior to organizing the recorded data, the RPA bots can be designed to check the data and input the correct entries.

According to a recent survey by the software development company Signity Solutions, RPA data input can reduce costs for businesses by 70%.

The four steps in the data entry procedure using RPA technologies are as follows:

A rough compilation of data, including crucial information
Concluding the necessary information derived from the data gathered
Adding data to the employee resource planning (ERP) system
Filling in the data fields with the imported data

The RPA tools are great for the healthcare sector because they can help the clinical departments and further enhance the efficiency of hospital systems. The chatbots can immediately plan an appointment in an emergency, significantly saving the patient's time. Robots are increasingly used in hospitals for easier jobs like delivering medication.

Concluding Note

The future and face of automation are RPA. The only practical way to stay afloat or outperform the competition is to adapt your business to the shifting trends in the world.

Because time and data are the two most valuable assets in the digital age, automating data input should be the top priority of healthcare providers, given the benefits of RPA.

The world is changing, and upgrading the operations to match these changing trends is the only viable option to stay afloat or match the growing demand for quality healthcare services.

Given the advantages of RPA, automating data input should be the top priority because time and data are the two most valuable resources in the digital age, especially in the high-demand industry like healthcare.

5 AI and Automation Use Cases in ITSM

Aboli Kakade — Mon, 10 Oct 2022 10:34:35 +0000

The widespread adoption of IT Automation (AI) within numerous firms in 2022 is already indicative of a broad enthusiasm for the technology. We discovered in a recent global survey by IDG that more than one-quarter (27%) of the respondents had fully installed AI-enabled ITSM/ITOM systems, and another 34% have undertaken first deployments in particular use cases and departments. Another 32% are investigating AI-based solutions or learning more about them concurrently. Therefore, considering the calculations, 93% of companies have already implemented or are investigating IT Automation (AI) solutions for their workplaces!

It's important to note that this technology does more than simply assist IT service management (ITSM) teams with the "heavy lifting" operations that consume IT resources. Additionally, it facilitates "heavy thinking" by allowing AI capabilities to process larger data sets than humans more quickly and to offer stronger insights (and actions as a result).

IT Automation is fantastic, but rushed adoption without full-proof planning and need analysis can lead to inefficient results. The same is true when applying AI; it produces the best outcomes when used in conjunction with an optimal status quo. Implementing AI capabilities "simply because you can" will never work. It won't be the ideal response to every opportunity or problem in ITSM. Additionally, as the AI-related resources are probably constrained, it's critical to concentrate all AI efforts where they will have the biggest impact or simply to pay attention to "what matters most."

To plan the ITSM implementation better, businesses need to be aware of the below listed top five AI use cases:

Self Resolution or Task Allocation

Without assistance from technicians, end users will be able to look for answers and handle difficulties. Through IT Automation, help desks can be trained to automatically scan incoming tickets and offer end users solutions based on the system's prior knowledge through machine learning.

Also, through IT automation Chat boxes modelled like Google Assistant, companies can assist end users in resolving issues or obtaining information without ever submitting a ticket to the help desk. Help desks could also use historical data and expertise to send tickets or tasks to the right support teams or technicians, automating the ticket assignment process without the need for rules or workflows. The help desk team's efficiency would increase, and resolution times would be decreased with the use of machine learning.

Effective Resource Management

About 70–80% of resources are used for service desk and operational tasks like implementing service requests, addressing incident tickets, and delivering modifications. In order to free up technicians' time to innovate and help the firm achieve its objectives, organizations may employ IT Automation AI to intelligently automate these tasks.

By applying machine learning, for instance, service desks may be taught to automatically authorize help requests based on the employee's role, responsibilities, department, and other factors. So, let's say an employee requests access to the software. In order to save time and resources, the service desk can quickly approve the request and start a workflow without requesting management approval.

Optimizing email notifications to users

Standard protocols are used in the user notification process, which typically adheres to the three-strike rule. It may, however, be fully automated from beginning to end because it uses organized data and established rules.
A manual, repetitive back-office process that involves hundreds of emails per day and takes up to 5 minutes per case to handle is a burden on organizations. With RPA at play, all of this gets automated, bringing down the time by about 90%.

The Reigning Popularity of Online Agents

The usage of "virtual agents," which give users quicker access to self-service features or an appropriate IT automation group that can handle their concerns as promptly as possible, is one of the most prevalent and quickly expanding applications of AI in ITSM.

Depending on the nature of the problem, certain tickets may be accurately resolved and closed by utilizing technology without the involvement of a human. For instance, when end users employ virtual agents, they can quickly receive automated responses with the best chances of solving their problems without ever opening a ticket. With the help of virtual agents, situations can be addressed quickly, consistently, and effectively without the need for manual involvement, saving time, money, and effort.

Problem Forecasting

Help desks will be able to analyze event patterns and foresee issues with the help of machine learning. Additionally, skilled help desks could automatically generate alerts or problem tickets for impending concerns so that the help-desk specialists can start an investigation as soon as possible.

If an application server's performance begins to decline, help desks would be able to predict any application failures based on the server's historical performance statistics, alert any potentially impacted end users, create a problem ticket, and link any pertinent incident tickets to the problem ticket.

Cycle of an Asset

Numerous mishaps are caused by outdated IT assets whose performance has declined. Based on elements like their performance levels and issues connected to them, machine learning may assist in automatically identifying which assets would repeatedly fail.

When those assets are found, the help desk can make use of machine learning to alert technicians and make buying replacements easier. The simplest scenario would be for the support desk to automatically generate requests for new printer toner after a predetermined number of printed pages. Machine learning potential is exponential in ITSM. The aforementioned scenarios are some of the most straightforward examples of how machine learning may simplify life for both the help desk team and end customers.

Conclusion

IT Automated service desk staff must meticulously record all requests, issues, and modifications before implementing AI in order to maintain an accurate IT service desk database and build a thorough knowledge base.

There is no denying that the use of AI in ITSM may considerably enhance service delivery, but if organizations want to profit fully from the use of AI, they must create a plan to fully utilize AI in line with their bigger business objectives.

To know more reach out to AutomationEdge for a FREE TRIAL!

Basics-Benefits- Problems- RPA

Aboli Kakade — Thu, 30 Jun 2022 05:23:06 +0000

What is RPA?

Robotic process automation is a type of business process automation technology that uses artificial intelligence or software robots. It is a software technology that makes it easy to build, deploy, and manage software robots that replicate humans actions while interacting with digital systems and software.

Now a days RPA is being used in various industry such as finance, call center, manufacturing, healthcare and IT operations.

Benefits of RPA in Businesses

Reduced costs
Improved efficiency
Increased productivity
Improved customer services
Increased security
Optimized resource source

What are the problems with RPA?

Poor Script

RPA is a great at automating mundane, repetitive and rules-based tasks. RPA is not a actual robot that performs task but it is script that are programmed to execute instruction.

High Expectation

Implementation of RPA requires planning, research, knowledge of tasks that have to automate. After a task is automated, it's frequently realized how dynamic the process really is (especially when multiple applications are involved). This happens when organization automate each and every task to save time and costs.

Ambiguity at Scale

RPA technologies have limited tracking features, making it challenging to identify who built which bot and what datasets and programs those bots used. Therefore, it becomes impossible to forecast which processes would stop working next when RPA tools are quickly introduced at scale throughout the firm.

Conclusion

RPA tools is highly effective if implemented correctly considering task in details and accordingly develop script. Success with RPA depends on where and how it is applied.

Make a Move to an Autonomous IT Service Desk with Conversational IT

Aboli Kakade — Fri, 10 Jun 2022 07:03:37 +0000

IT process automation has grown exponentially due to digitization and the accelerating pace of remote working. Despite the digitization IT service desk has been experiencing several technical hurdles due to remote working and no point of contact with customers and users. Traditional automation can help somehow by automating the repetitive and time-consuming process and sharing the load of IT helpdesk agents. But when it comes to offering personalized and instant resolution, IT service desk agents often lag behind. And the possible reason behind this struggle is-

No centralized window for IT help support
Lack of preferred channel support
No ready integration and self-service assistance

Overcoming these challenges along with traditional automation is not enough to create a delightful customer experience. Then, how to transform the traditional IT service desk for better customer experience and employee productivity.

The potential of AI in this field has already been recognized by many companies. Throughout history, it has been shown that speech can replace high-friction processes in a number of circumstances. Conversational IT, however, encompasses much more than speech interfaces that perform a few simple tasks or only work when the user follows specific instructions.

Despite the specifications Conversational IT comes with, many organizations are hesitating to adopt the technology due to non-awareness of its capabilities. Let’s roll in this blog and learn how Conversational IT helps you take the route to the autonomous IT help desk.

How does Conversational IT create a difference for the IT help desk?

Conversational IT is a single pane window for all your IT service desk needs. Combined with Machine Learning, NLP, and AI, Conversational IT helps IT service desk agents create an autonomous service desk for instant resolution.

That’s why companies are aiming to invest in technology such as artificial intelligence, machine learning, and self-service to manage IT support more efficiently and save money. Those technologies, however, are not standalone solutions. Instead, they are a whole solution that delivers new features (such as a help desk) and adds value to an existing platform. As we can see, using AI in conversations can boost customer satisfaction in a variety of ways. By implementing it, the IT help desk can shorten ticket resolution times and streamline the implementation of new systems and IT processes. Keeping all that in mind, let's look into some of the Conversational benefits that make it stand apart from the traditional automation.

Omnichannel support assistance is escalated

Every customer has their own choice of the channel while raising for service ticket resolution. Some of them might use MS Teams, slack, WhatApp, or any others. With traditional automation providing channel support is hard. But, Conversational IT solutions offer preferred channel assistance to their customers and give them a choice and convenience. No more hassle on new chat channel integration; Conversational IT solution gets you the information and service ticket resolution at the place you need it.

Scalable Conversational IT

Conversational AI and automation experiences are ultimately more scalable than ever before, thanks to the rise of cloud services that make AI more accessible. Now, they are accessible to billions of people and devices. Furthermore, companies are becoming more sustainable, because when they rely on cloud-based models instead of building their own, they gain access to proven in-field vetting techniques, such as bias refinements. With a constant learning approach, Conversational IT is easy to scale as it learns from past experiences and makes conversations smoother and faster.

Self-service assistance offers an instant resolution

Several IT service requests are repetitive and hardly require manual intervention. Using machine learning and NLP capabilities, Conversational IT can easily understand the user intent and context. This helps in providing instant resolution without keeping service desk agents in the loop. No matter the domain, whether it's HR or finance, Conversational IT offers smarter conversations in a short duration of time.

Service ticket categorization and routing

Categorizing, prioritizing, and routing tickets is another area where Conversational IT helps IT service desk management. When requests are received, Conversational IT compares them to similar previous cases by using a machine-learning algorithm to determine their severity and anticipated outcome and then send them to the appropriate staff at the appropriate time. By reducing miscommunications and seeking the best help for each complaint, issues are resolved faster. This results in a dramatic increase in customer satisfaction.

AI agent assistance saves the time and effort

When a service ticket is raised, IT helps desk agents have to shuffle through a range of processes to provide resolution. From extracting information to answering the FAQs, it helps desk agents require faster access to information. And Conversational IT can help in that. Using its AI capabilities, ConversationalIT can share the knowledge-based report, articles, and any other information in the flick of a second in real-time to service desk agents for an instant resolution.

Conclusion

With the increasing importance of digital services in daily business and life, IT service desks will become increasingly crowded. To resolve problems as promptly as possible, these teams will require all available resources. These groups will require a Conversational IT solution.

This shows how Conversational IT can help with support desk management at many different stages. When implemented successfully, Conversation IT, packed with AI capabilities, can greatly improve customer satisfaction and team productivity.

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