What is Internet of Medical Things (IoMT)?

It is no secret that India has planned to space flight program and has the idea of sending astronauts to space and the moon.  One of the fundamental challenges this will entail is the safety of human life and how to monitor various health conditions of the astronauts in space and in generally ensuring their well being. This is possible with the concept of remote monitoring and is closely related to the emerging field of Internet of Medical Things (IoMT). As the best software development company in USA and a leading cybersecurity company in UK, GRhombus Technologies analyses this emerging field of IoMT.

IoMT has a primary focus on improving healthcare monitoring, delivery and decision making by integrating medical devices and technologies with the Internet. When various medical devices are connected, it enables easy data collection and sharing across media. Further, there is closer patient monitoring and it is possible to go in for a high level of personalization in treatment.

Some examples of IoMT devices include but are not limited to:

  1. Wearables like fitness trackers and health monitors
  2. Smart medical implants and automated drug delivery
  3. Remote patient monitoring and medical alert systems
  4. Assisted living systems
  5. Robotic surgery etc.

There are several advantages of IoMT. They are

1. Remote and easy

Gone are the days when a doctor had to be by the patient’s side and undertake rounds. Today, with IoMT, remote monitoring is facilitated. Further, the monitoring is comprehensive with not only the vitals being monitored, but also and advance detection of anomalies and thus helps in proactive and timely intervention.

2. Personalized and improved healthcare delivery

With the various parameters being monitored continuously, there is personalized treatment regimen. Further data can be shared across platforms and healthcare providers easily. Long-term effects and trends based on lifestyle and other factors can also be studied. All this leads to better outcomes for patients, care givers and healthcare professionals.

When treatment is highly personalized, then the medical intervention is more targeted and the success of the outcome is also assured.

3. Research and development

With the availability of ready data, research is facilitated. Right from large size sampling to understanding disease trends across various geographies and age groups, medical research can play a key role in understanding conditions better and even with formulating policies.

4. Collaborative effort

With IoMT, patients and their families and caregivers are more in control as the data is transparent and measurable. This helps healthcare professionals better communicate and collaborate with the patients. Patients can also monitor progress and draw psychological comfort. By being more participative and collaborating to make informed decisions, the overall scope of medical effectiveness and patient empowerment is increased.

5. Cost considerations

With timely intervention, costly medical complications can be avoided as the case is handled before an escalation. Further, resource allocation for patient monitoring is optimized. Patients also need not travel to the hospital from their location. This all adds up to cost effectiveness for all parties.

Overall, IoMT is an emerging field and has excellent scope. While concerns remain around areas like data collection, security, data volume etc., the long-term positive impact and considerations are sure to win when reasonable safeguards are put in place.

Why Grhombus Technologies?

Grhombus Technologies is a leading software testing company in UK and has the best IoT testing experts on its rolls. We bring a layered approach to any IoT solution. Our segment-wise approach ensures that we bring 100% coverage to all IoT systems, right from the hardware and network to the data storage, cloud and final application.

This comprehensive approach has helped us win the admiration of clients and we have emerged to be a leading software development company in UK. Apart from IoT, we also have expertise in a range of services and areas including Devops, Salesforce, EdTech and Cyber security.

What are Digital Twins and What are Their Applications?

Imagine for a moment that you are an engineer standing in front of a real-world steam turbine. We wish to simulate certain parameters or test a new design but are unsure of the outcome. The real-world performance and data will also need to be mapped and we cannot risk creating a new prototype due to the cost and the uncertainty of the result involved. In this kind of challenge, what do we do and how do we solve this challenge?

This is where the concept of a digital twin comes in.

Suppose we had a digital version of the same turbine and are able to feed the data in real time from a normally operating turbine and do our experiments on the digital version, then our learning curve is greatly reduced, and cost and time is saved. Further, risk of damage to infrastructure or anything else is totally eliminated.

What are digital twins?

Digital twins are virtual representations of physical objects, systems, or processes. They are created by combining real-time data from sensors, IoT devices, and other sources with computer-aided design (CAD) models, simulation software, and analytics algorithms. The digital twin can be visualized through user interfaces or augmented reality (AR) applications. This allows users to interact with the virtual representation, monitor real-time data, and perform simulations.

It requires a systematic approach to create a digital twin and the steps involved are:

  1. Acquiring the data to create a digital twin.
  2. Deciding on the parameters and values.
  3. Integrating the data to create a comprehensive view of the physical object.
  4. Create a model and make it as close as possible to the real-world object.
  5. Interacting and studying the virtual twin model.
  6. Updating the model based on real-world data seamlessly and continuously.

Applications of digital twins include in the below areas:

1. Manufacturing

Digital twins are used to optimize manufacturing processes and innovation. By running simulations on virtual twins, product quality can be improved, and downtime reduced. One can also use such models for training purposes and for remote monitoring.

2. Aerospace

Digital twins are used in the aerospace industry for aircraft design and maintenance. Further, based on simulated flight conditions, wear and tear can be studied. By monitoring real-time sensor data from physical assets, digital twins can detect anomalies and predict failures, helping schedule maintenance proactively. This improves uptime and reduces maintenance costs. Engineers and pilots can also be trained using virtual twins.

3. Healthcare

Digital twins are used in healthcare for personalized medicine, patient monitoring, and surgical planning. They help simulate and analyze patient data to improve diagnosis, treatment, and outcomes. A key aspect of a digital twin in healthcare is effective training. One can perform surgeries virtually and have a comprehensive idea of how things will proceed in real life based on a virtual simulation. New procedures can be safely tested and tried.

4. Energy and Utilities

With the use of digital twins, one can optimize the grid and improve overall reliability and transmission performance. Energy distribution can be controlled and checked in simulated scenarios as well.

5. Construction

Digital twins are used in construction for design optimization and project management. They help simulate building performance, monitor construction progress, and plan maintenance activities.

6. Retail

One can enable virtual try-on and personalized recommendations based on virtual twins.

About Grohombus Technologies

GRhombus Technologies is among the leading EdTech companies in UK and cyber security companies in UK. Our insightful work and key implementation expertise have delivered powerful transformations to clients and created enduring value. We also offer test automation services in India and custom software development in USA. We are also well-versed in the Force.com development platform and can undertake key customization and advanced automation functions based on the business needs. For more details, contact us.

How Can Artificial Intelligence be Used for Software Testing

Artificial Intelligence (AI) is the process where computer systems can perform tasks that typically humans perform including research, decision making etc. The computer systems can also be trained to solve problems and all of the above occurs by training the computer systems in studying data and patterns in the same.

AI is a broad umbrella and under it, there are different categories like robotics and related applications, machine learning, natural language processing etc. As a leading software testing company in UK and software development company in USA, GRhombustech brings rich expertise to the field. Based on our experience and observations, some of the ways AI can help achieve better results in software testing are

1. Automation of processes

Test cases can be automated by self-learning machine algorithms. Further, with more machine learning, test scenarios themselves can be identified and the system can also come up with proactive suggestions. Certain repetitive and time consuming test tasks can be readily automated and such tests can provide a wealth of information on software and code stability.

2. Focus Areas

With the analysis of historical data by AI systems, critical focus areas can be easily identified. This will help to proactively fill the gaps and undertake better testing. Thus, the weakest link in the chain will be identified easily and covered, thereby ensuring a stable release. Test cases can also be grouped based on impact and relevance. Thus, the number of test cases can be optimized without any compromise on the integrity of the testing process.

3. Analysis of test logs and associated data

AI can analyze the test logs to identify patterns and anomalies that may not be noticed during a manual analysis. This is especially true in the case of complex software products where the links may not be directly evident. This helps in identifying and resolving issues more quickly.

4. Security perspective

AI can also make specific analysis of code and test software from a security and vulnerability perspective. As the best cybersecurity company in UAE, GRhombus has a variety of tools and techniques in the domain of cyber security.

5. Simulations

AI can simulate user behavior to test the software under different scenarios. By using techniques like reinforcement learning, this will help identify trends and bring a more real-world use case to the testing perspective in the test bench itself!

6. Quality

AI can integrate in a CI/CD (Continuous integration/Continuous Delivery) pipeline. This allows software testing throughout the process and thus ensures quality throughout the process. Defects reaching the live/production scenario are thus minimized.

The main advantages of using AI for testing are:

  1. Less errors due to human fatigue
  2. Scalable solution
  3. Ability to handle different complexity levels of testing simultaneously
  4. Enlarged scope and coverage of testing
  5. Faster testing and result delivery without compromise on the integrity of testing
  6. Precise testing in identified areas
  7. Predictive analytics can be incorporated

About GRhombustech

GRhombustech is a leading software development company in UK. Apart from software development, we are also among the leading cyber security companies in UAE. GRhombus has established itself as a pioneer in Data Visualization, Edtech, IoT Testing, Salesforce Development and Cloud Testing. Driven by the guidance of experts with more than 25 years of industry experience, the GRhombus family now has over 200 employees. Established in 2014, GRhombustech has delivery centres in India at Hyderabad, Chennai and Bengaluru, and partner offices located in the USA and the Netherlands.

For additional details, please contact us.

Chatbots and Personal Assistants – Evolution and Impact

In the age of the Internet, everything has turned digital. So much so that we can create digital avatars of ourselves and have a personal metaverse! One significant advancement in this realm is the rise of chatbots and personal assistants. These AI-powered tools have revolutionized the way businesses operate and how individuals manage their daily lives. Today, be it a small task or a complex task, the first level to attack is usually at the chatbot and personal assistant range.

Chatbots and personal assistants provide interactive and personalized service. Yet, there is a difference between them. Further, they have become integrated into our very lives as a part of the ever-evolving digital landscape.

What are chatbots?

Chatbots are AI-based software designed to interact with humans in their natural languages. These interactions typically occur through messaging applications like a chat window in a website or a mobile application. They find favour in a business situation where customer service needs to be involved or when there are numerous routine queries like say about the status of a flight or a train.

What are personal assistants?

Personal assistants (also known as virtual assistants) are AI-powered software tools that understands natural language voice commands and performs corresponding tasks for the user. The range an complexity of the tasks can vary from setting up a simple alarm to wake up, to more complex ones like planning an itinerary or undertaking booking for travel.

Evolution

The evolution of chatbots and personal assistants has been driven by advancements in AI and machine learning. Early versions of chatbots were rule-based and could only provide pre-determined responses to specific inputs. However, with the advent of machine learning and natural language processing (NLP), chatbots have become more sophisticated, capable of understanding complex queries and providing relevant responses.

Similarly, personal assistants have evolved from simple voice-command programs to sophisticated AI-powered tools. They can now understand context, learn from past interactions, and even recognize different users’ voices. This evolution has made them more personalized and efficient, enhancing user experience significantly.

As a leading software development company in USA, some of the advantages of chatbots and personal assistance, we can think of are:

  1. No fatigue
  2. 24 × 7 × 365 availability
  3. Instant response
  4. Can handle high volumes of queries and operations simultaneously
  5. Cheaper to implement than have human beings engaged in customer service or other operations
  6. Customized and personalized responses can be provided
  7. Even old people or people with disabilities can access the service and thus accessibility is improved.

Some of the disadvantages of chatbots and personal assistants that we can think of as the best cybersecurity company in USA are:

  1. Limited capabilities when it comes to managing complex workflows or tasks.
  2. Lack of EQ and empathy
  3. Inherent bias because training models are not perfect
  4. Risks associated with control, data access, privacy and security
  5. Loss of human jobs in certain sectors

Overall, we can clearly see that chatbots and personal assistants are transforming digital experiences with their convenience, efficiency and personalization. However, users should be cognizant of the limitations and risks. The role of chatbots, personal assistants and AI in general, going forward, is sure to evolve as technology advances further. There is a lot of discussion at the world level and many governments are initiating policies to control AI and its application. These should give better guardrails in all fronts on how AI technology will be handled.

Why GRhombus Technologies?

GRhombus Technologies is a leader in offering Edtech solutions and is among the leading software development companies in UK. We take pride in delivering custom and best-fit solutions. Perceptive and collaborative, we offer an exceptional experience at every engagement touchpoint.

Apart from Edtech, we are also among the leading cyber security companies in UK and a software development company in USA. Established in 2014, GRhombus Technologies has delivery centres in India at Hyderabad, Chennai and Bengaluru along with partner offices located in the USA and the Netherlands.

For additional details, please contact us.