AI, Apps, Automation and Analytics with Gen AI
AI and ML / November, 16 2023

Future of work: AI, Apps, Automation and Analytics with Gen AI

There is a tremendous buzz around Generative AI. And why not? After all, Gen AI is transforming the way businesses strategize and adopt innovation. Today’s business landscape is highly competitive, and organizations are constantly looking for innovative solutions that can enhance operational effectiveness and propel growth in the right way. At the same time, modern tech solutions are growing and evolving at a breakneck speed. In just a few years, many applications, hardware, and software acquired the ‘legacy’ status and are outdated now. They are being replaced by advanced cutting-edge solutions such as the cloud, machine learning, artificial intelligence, etc. The new cutting-edge technologies are not only impressive but also promise game-changing capabilities, reducing costs and augmenting services. Solutions such as low-code and no-code development, applied AI and Machine Learning, cloud computing, and much more are changing how businesses work compared to how it was even a few years ago. Leveraging the latest tech, when appropriately harnessed, can revolutionize businesses with their advanced capabilities and provide a distinct competitive advantage.

Understanding Generative AI  

The latest technology marvel entering the arena of cutting-edge technology is Generative AI. It has diverse applications across industries and in the realm of AI. Incorporating generative AI in work can reshape business strategies. How? By harnessing Generative AI, organizations can optimize business processes, uncover untapped opportunities, and unlock new levels of creativity. Let us see how Gen AI can drive growth and revolutionize business strategies via AI, apps, automation, and analytics. 

As we know, Generative AI, a subset of Artificial Intelligence, can generate content. Though it was introduced in the 1960s via chatbots, the recent development of generative adversarial networks or GANs, a type of ML algorithm, transformers -another type of ML and large language models (LLMs) have resulted in the breakthrough of truly advanced Generative AI capabilities. Gen AI can produce a variety of content, including text, images, videos, audio, and synthetic data. The best part is the simplicity of the user interface, which makes it genuinely democratic. 

Gen AI in app development 

Modern enterprise apps include AI and ML capabilities, which make business processes much more efficient while enhancing customer experience, augmenting your workforce, automating business processes effectively, and thus driving business growth. Moreover, these applications are also scalable and ensure a good ROI. But again, the demand for app development has been skyrocketing in business, resulting in overwhelming IT teams. Low-code platforms have risen to the occasion and have democratized app development for business teams. However, the rise of generative AI is revolutionary, as creating applications with simple natural language interactions is now possible.  

Generative AI uses advanced machine learning algorithms to autonomously generate code autonomously, resulting in streamlining the software development process. It has the potential to simplify the transition from low-code development to no-code. With the pre-built models and code templates, generative AI enables developers to build complex applications without extensive coding expertise. Microsoft Power Apps has seamlessly integrated generative AI capabilities with Copilot. This integration features a chat interface that allows the user to create simple applications through natural language interaction. 

Github Copilot, the generative AI from Microsoft specializing in software engineering, plays a crucial role in this app development landscape. It accelerates the time-consuming and mundane tasks such as constructing function templates or filling variables; Copilot can also anticipate the developers’ intentions and complete their coding attempts. Also, being trained on LLMs, Copilot can generate error-handling code and detect unique code patterns. 

Generative AI in analytics 

If data is the new oil, then data analytics is the key to unlocking the ‘new oil’ power. From deciphering trends, finding hidden patterns, and uncovering insights, data analytics give valuable insights to make better decisions. It is one of the most valuable assets because of its sheer potential to propel innovation and give a business a competitive advantage. Let us understand how generative AI can transform data analytics

Data preparation 

Data preparation consumes a significant amount of a data scientist’s time, impacting job satisfaction. Gen AI can significantly streamline this process by automating data wrangling tasks, enhancing the data quality and freeing up valuable time. 

Data transformation

Data can exist in various formats- which may be broadly categorized into- structured and unstructured data. Integrating both structured and non-structured data is a challenge for enterprises. Generative AI can facilitate seamless data transformation across these two formats. Thus, organizations can harness Gen AI to address this challenge by enabling smooth data transformation between these formats. This ensures that the data can be efficiently analyzed, regardless of its initial structure. 

Data analysis 

The power of data analysis is to get the answers to questions by harnessing the available data. The questions are essential, as they require business acumen and domain knowledge. However, having biased notions and the inability to view the data from a fresh perspective are common problems. Similarly, coding is also another challenge in data analytics. Data scientists spend considerable time building prediction models, workflows, and algorithms. Generative AI overcomes both hurdles by swiftly generating code and asking questions without bias and with fresh perspectives. 

Extracting insights  

Generative AI overcomes challenges of complex data patterns, scalability constraints, contextual limitations, communication of insights, and more, and extracts insights with greater accuracy and depth from the data. Its intrinsic ability to uncover nuanced trends in the data is also beneficial. 

Reporting 

Gen AI can automate the report generation process and effortlessly convert data into understandable text. Furthermore, it can customize, add strategic alignment, and ensure consistency and compliance, as well as cater to the varied stakeholders with tailored reporting. Gen AI’s storytelling capabilities and real-time reporting also enhance the impact of the insights. 

Gen AI is reshaping the data analytics landscape at every stage of the analytics value chain. One such transformational application in the realm of data and analytics is Azure Open AI. The dynamic duo of having robust data and analytics capabilities with the cutting-edge generative AI capabilities of OpenAI allows enterprises to have innovative data processing and in-depth insights. Thus, it can empower an organization with data-driven insights and better decision-making. 

Gen AI in Business Process Automation 

Generative AI also holds immense potential in the domain of Business Process Automation. From streamlining processes to automating tasks and fostering innovation, integrating Gen AI in BPM platforms can unlock a multitude of benefits and pave the way for innovation. With the Gen AI capabilities, Business Process Management (BPM) platforms can improve decision-making, boost efficiency, and help the enterprise gain a competitive edge. 

1.    Process Optimization: Generative AI can analyze historical data, identify patterns, and detect inefficiencies in processes. Integrating it into BPM platforms can result in finding out valuable insights and recommendations, as well as optimizing resource allocation and overall efficiency. 

2.   Task Automation and Efficiency Gains: Generative AI can automate repetitive or mundane tasks within BPM by training AI models on the existing data. BPM platforms can also leverage generative capabilities to automate intelligent decision-making processes, improving task execution with increased accuracy and speed. 

3.    Innovating through Generative AI in BPM: Generative AI fuels innovation by generating new ideas, concepts, or designs within BPM. BPM platforms can use generative models to explore alternative approaches, generate diverse options, and foster innovative solutions. This facilitates improved customer experiences, new product development, and competitive differentiation. 

4.    Enhancing Human-Machine Collaboration: Generative AI promotes effective collaboration between humans and machines within BPM. Human experts guide the AI system, provide feedback, and ensure generative outputs align with organizational objectives and domain expertise. 

 There are many more use cases of Gen AI in Business Process Automation ranging from tailored customer experience, fraud detection, generating reports or documentation, detecting anomalies and, keeping quality control, and much more.

Drive your business growth with Saxon

At Saxon, we, not only help enterprises drive business growth with rapid app development, intelligent process automation, and advanced analytics, we also offer cutting-edge Generative AI solutions that transform and optimize for maximum efficiency. You can jumpstart your business productivity with our expert-guided Gen AI jump starter options.  There are several options to choose from, depending on your business needs.

Follow us on LinkedIn and Medium to never miss an update.

Get in Touch

Newsletter

Stay up-to-date with our latest news, updates, and promotions by subscribing to our newsletter.

Copyright © 2008-2023 Saxon. All rights reserved | Privacy Policy

Address: 1320 Greenway Drive Suite # 660, Irving, TX 75038

Archana Aila

Archana Aila

Position Here

With 2 years of hands-on experience in Power Platform, I’ve excelled in developing and implementing solutions for businesses, harnessing the power of Power Apps, Power Automate, Power BI, and Power Virtual Agents to streamline processes and enhance productivity. My proficiency extends to crafting custom applications, automating workflows, generating data insights, and creating chatbots to aid operational efficiency and data-driven decision-making.

With an intermediate knowledge in Azure cognitive services, incorporating them into Power Platform use cases to innovate and solve complex challenges. My expertise in client engagement and requirements gathering, coupled with effective team coordination, ensures on-time, high-quality project deliveries. These efforts have yielded significant accomplishments, solidifying my role as a valuable asset in this field.

Akash Jakkidi

Akash Jakkidi

Position Here

I am committed to resolving complicated business difficulties into simplified, user-friendly solutions, and I have extensive experience in Power Apps development. I thrive in integrating cutting-edge technology to optimise process efficiency, leveraging intermediate knowledge in Azure, Cognitive Services, and Power BI. My interest is developing dynamic apps within the Power Apps ecosystem to help organisations achieve operational excellence and data-driven insights.

As a tech enthusiast, my passion for innovation leads me to constantly explore new ideas and push the frontiers of what is possible, assuring significant contributions to our technological world.

Palak Intodia

Palak Intodia

Position Here

I am a tech graduate with a strong passion for technology and innovation. With three years of experience in the IT industry, I’ve been on a continuous journey of professional growth and skill development. My expertise lies in Power Apps and Automate, where I’ve had the privilege of contributing to multiple successful projects.

I’m dedicated to delivering results that not only meet expectations but also drive the success of the projects I’m involved in. I’m committed to my ongoing professional development and the pursuit of excellence.

Roshan

Roshan Jaiswal

Position Here

With nearly 2 years of dedicated experience in Power Platform technology, my expertise lies in crafting customized business solutions using Power Apps and Power Automate. I excel in identifying intricate business requirements and translating them into innovative, user-friendly applications. My daily tasks involve meticulously deploying applications across diverse environments and harnessing the full potential of the Microsoft ecosystem within business applications.

I have proven my adaptability by consistently meeting the demands of creating responsive and scalable applications. Also seamlessly integrating complex workflows and data sources, ultimately enhancing operational efficiency and driving sustainable business growth.

Sugandha

Sugandha Chawla

Position Here

Sugandha is a seasoned technocrat and a full stack developer, manager, and lead. Having 8 years of industry experience, she has been able to build excellent working relationships with all her customers, successfully establishing repeat business, from almost all of them. She has worked with renowned giants like Infosys, Ernst & Young, Mindtree and Tech Mahindra.

She has very diverse and enriching work experience, having worked extensively on Microsoft Power Platform, .NET, Angular, Azure, Office 365, SQL. Her distinctiveness lies in the profound domain knowledge, managerial skills, and process mastery, that she additionally holds, as a result of possessing a customer facing role, working with different sectors, and managing and driving numerous critical executions, single-handedly, end to end.

Vibhuti Dandhich

Vibhuti Dadhich

Position Here

Vibhuti, a Power Platform technology evangelist, has passionately embraced the transformative potential of low-code development. With a background that includes experience at EY and Wipro, she’s been a trusted advisor for clients seeking innovative solutions. Her expertise in unraveling complex business challenges and crafting tailored solutions has propelled organizations to new heights.

Vibhuti’s commitment to staying at the forefront of technological advancements and her forward-thinking approach have solidified her as an industry thought leader. Her mission is to empower businesses to thrive in the digital age, revolutionizing operations through the Power Platform.

Ruturaj Kulkarni

Ruturaj Kulkarni

Position Here

With 8 years of dedicated expertise in the IT realm, I am a seasoned professional specializing in .NET technologies and Microsoft Azure Cloud. My journey encompasses a profound understanding of software development using the .NET framework and a robust command over Azure’s cloud ecosystem. Throughout my career, I’ve demonstrated a knack for crafting scalable and efficient solutions, leveraging the power of cloud computing.

My passion lies in staying at the forefront of technological advancements, ensuring that my skills align seamlessly with the dynamic landscape of IT. Ready to tackle challenges and drive innovation, I bring a wealth of experience to any project or team.

Sija Kuttan

Sija Kuttan

Vice President - Sales

Sija.V. K is a distinguished sales leader with a remarkable journey that spans over 15 years across diverse industries. Her expertise is a fusion of capital expenditure (CAPEX) machinery sales and the intricacies of cybersecurity.

Currently serving as the Vice President of Sales at Saxon AI, Sija adeptly navigates market dynamics, client acquisition, and channel management. Her distinguished track record of nurturing strong relationships, leading diverse teams, and driving growth underscores her as an adaptable and seasoned sales professional.

Gopi Kandukuri

Gopi Kandukuri

Chief Executive Officer

Gopi is the President and CEO of Saxon Inc since its inception and is responsible for the overall leadership, strategy, and management of the Company. As a true visionary, Gopi is quick to spot the next-generation technology trends and navigate the organization to build centers of excellence.

As a digital leader responsible for driving company growth and ROI, he believes in a business strategy built upon continuous innovation, investment in core capabilities, and a unique partner ecosystem. Gopi has served as founding member and 2018 President of ITServe, a non-profit organization of all mid-sized IT Services organization in US.

Vineesha Karri

Vineesha Karri

Associate Director - Marketing

Meet Vineesha Karri, the driving force behind our marketing endeavors. With over 12+ years of experience and a robust background in the B2B landscape across the US, EMEA, and APAC regions, she is pivotal in setting up high-performance marketing teams that drive business growth through a transformation based on new-age marketing practice.

Beyond her extensive experience driving business success across Digital, Data, AI, and Automation technologies, Vineesha’s diverse skill set shines as she collaborates with varied stakeholders across hierarchies, cultivating a harmonious and results-driven workspace.

Sridevi Edupuganti

Sridevi Edupuganti

Vice President – Cloud Solutions

Sridevi Edupuganti is an innovative leader known for strategically enhancing business opportunities through technology planning, orchestrating roadmaps, and guiding technology architecture choices. With a rich career spanning over two decades as a Senior Business and Technology Executive, she has driven teams to empower customers for digital transformation.

Her leadership fosters democratized digital experiences across enterprises. She has successfully expanded service portfolios globally, including major roles at Microsoft, NTT Data, Tech Mahindra. Proficient in diverse database technologies and Cloud platforms (AWS, Azure), she excels in operational excellence. Beyond her professional achievements, Sridevi also serves as a Health & Wellness coach, impacting IT professionals positively through engaging sessions.

Joel Jolly

Joel Jolly

Vice President – Technology

Joel has over 18 years of diverse global experience and multiple leadership assignments across Big 4 consulting, IT services and product engineering. He has distinguished himself by providing strategic vision and leadership for solving common industry problems on cutting-edge technologies.

As a leader surfacing and operationalizing next-generation ideas, he was responsible for exploring new technology directions, articulating a long-term technical vision, developing effective engineering processes, partnering with key stakeholders to build a strong internal and external brand and recruiting, mentoring, and growing great talent.

Haricharan Mylaraiah

Haricharan Mylaraiah

Senior Vice President - Strategy, Offerings & Sales Enablement

Hari is a Digital Marketer and Digital transformation specialist. He is adept at cultivating strong executive and customer relationships, utilizing data across all interactions (customers, employees, services, products) to lead cross-functionally as a strategic thought partner to install discipline, process, and methodology into a scalable company-wide customer-centric model.

He has 18+ years experience in Customer Acquisition, Product Strategy, Sales & Pre-Sales Management, Customer Success, Operations Management He is a Mechanical Engineering Graduate with MBA in International Business and Information Technology.