Agentic AI and Enterprise Intelligence: Leading Trends, Challenges, and Opportunities in 2026 and Beyond

Benefits of Cloud Computing

Agility

The cloud offers seamless access to diverse technologies, enabling swift innovation and the realization of any imaginable concept. Resources ranging from infrastructure services like computing, storage, and databases to advanced features like machine learning, Internet of Things, data lakes, and analytics can be swiftly provisioned to meet specific needs.

Elasticity

Cloud computing eliminates the need to allocate excessive resources in advance to accommodate future peaks in business activity. Instead, you can precisely provision the required resources, with the flexibility to scale them up or down instantly based on evolving business demands.

Cost-effectiveness

The cloud enables the transition from fixed expenses associated with data centres and physical servers to variable expenses, where you only pay for IT services as you consume them. Additionally, the economies of scale inherent in cloud services contribute to significantly lower variable costs than in-house solutions.

Global Deployment in Minutes

You can leverage the cloud for rapid expansion to new geographic regions, enabling global deployment within minutes. For instance, AWS boasts a global infrastructure footprint, enabling the deployment of applications across multiple physical locations with just a few clicks. This proximity to end users reduces latency and enhances the overall user experience.

Worldwide Vendor Market Share

Sourced from: Cloud Market Share Q2 2023: AWS, Microsoft, Google Battle | CRN

AMAZON WEB SERVICES (AWS)

Amazon Web Services is the most extensive and widely adopted cloud platform worldwide, offering over 200 fully featured services across global data centres. AWS is used by millions of customers, including fast-growing startups, major enterprises, and prominent government agencies, to reduce costs, enhance agility, and accelerate innovation.

The USPs of AWS

Unparalleled Features and Services

AWS surpasses other cloud providers with a significantly larger array of services and features, ranging from infrastructure technologies like computing, storage, and databases to cutting-edge technologies like AI, machine learning, data lakes, analytics, and Internet of Things. This breadth of offerings facilitates a faster, easier, and more cost-effective transition of existing applications to the cloud and empowers the creation of any imaginable solution.

Extensive Network of Customers and Partners

AWS boasts the most extensive and dynamic community of tens of thousands of partners worldwide and millions of active customers. Clients from diverse industries and varying sizes, including the public sector, organizations, startups, and enterprises, run many use cases on AWS. The AWS Partner Network (APN) comprises thousands of systems integrators specializing in AWS services and thousands of independent software vendors (ISVs) adapting their technology to integrate with AWS seamlessly.

Top Security Standards

AWS is the safest and most flexible cloud computing environment available. The foundational infrastructure meets the security standards for global banks, military, and other high-sensitivity organizations. This commitment to security is fortified by an extensive set of over 300 security, compliance, governance services and features, and support for 143 security standards and certifications.

Faster Innovation

AWS allows for faster experimentation and innovation by leveraging the latest technologies. The continuous acceleration of innovation at AWS results in the introduction of groundbreaking technologies that can transform businesses.

Operational Proficiency

AWS's unparalleled experience, reliability, maturity, performance, and security offer a dependable foundation for critical applications. With over 17 years of delivering cloud services to millions of customers globally across diverse use cases, AWS possesses the most operational experience at a larger scale than any other cloud provider.

Popular Customers of AWS

Netflix:Netflix relies on AWS for most of its computing and storage requirements, including analytics, databases, recommendation engines, video transcoding and numerous functions utilizing over 100,000 server instances on the AWS platform.
BMW Group: BMW Group leverages AWS to acquire the agility and flexibility necessary for democratizing data usage and expediting innovation.
Philips: Philips is an early adopter of AWS that utilizes AWS services to manage the Philips HealthSuite Platform, ensuring scalability, cost-effectiveness, and regulatory-compliant solutions.
Salesforce: Salesforce shares a global strategic relationship with AWS, utilizing AWS compute, storage and AI solutions to create and deploy innovative business applications.
Pinterest: The exabyte data platform of Pinterest is hosted exclusively on AWS, managing log search and analytics that surpass 1.7TB. This implementation has led to a 30% reduction in operational costs.
Coca-Cola: After its migration to AWS, Coca-Cola has reduced operational costs by 40% and IT ticket volume by 80%.

Regions & Availability

AWS boasts the most expansive global cloud infrastructure. Gartner has acknowledged the AWS Region and Availability Zone framework as the endorsed strategy for operating enterprise applications demanding high availability.
The AWS Cloud covers 102 Availability Zones across 32 geographic regions worldwide, with disclosed intentions to introduce an additional 15 Availability Zones and 5 AWS Regions in Germany, Canada, Thailand, Malaysia and New Zealand.

MICROSOFT AZURE

The Azure cloud platform encompasses over 200 products and services crafted to empower you to bring innovative solutions to fruition, addressing current challenges while shaping the future. It offers the flexibility to build, run, and manage applications across various clouds, on-premises, and at the edge, utilizing the tools and frameworks as per your preferences.

The USPs of Microsoft Azure

Rely on Cloud Capabilities

Acquire security from the ground up, supported by experts, and embrace proactive compliance trusted by enterprises, governments, and startups.

Operate Hybrid Seamlessly

Whether on-premises, across multiple clouds, or at the edge, Azure will meet you wherever you are. Integrate and manage your environments effortlessly with services specifically designed for hybrid cloud scenarios.

Build in Line with Your Terms

With a dedication to open source and support for all frameworks and languages, build in the manner that suits you best and deploy your creations wherever you choose.

Get Equipped for the Future

Microsoft's continuous innovation supports your current development needs and aligns with your visions for future products.

Popular Customers of Microsoft Azure

New York City Department of Environmental Protection (DEP): DEP uses a Microsoft infrastructure specifically designed with modern security considerations. With the solution in the cloud, Microsoft manages disaster recovery, reducing the necessity for maintaining certain skill sets in-house. CCC Group: CCC Group utilizes Azure Data Lake and Data Warehouse to collect, store, and segment data. Panasonic Connect Co: Panasonic Connect Co maximizes the benefits of PaaS services such as Azure IoT Hub, Synapse Analytics, and Azure Kubernetes Services. Hamburg Commercial Bank: Hamburg Commercial Bank opted for Microsoft Azure Virtual Desktop to achieve improved performance, reliability, and enhanced interoperability with other Microsoft technologies previously invested in. Barnsley Hospital NHS Foundation Trust: Barnsley Hospital NHS Foundation Trust adopted a new, integrated platform using Power Platform and Microsoft Teams for video consultations. During the COVID-19 pandemic lockdowns, the Trust rapidly deployed Microsoft Teams to facilitate remote work and staff collaboration.

Regions & Availability:

Microsoft operates highly secure data centre facilities globally, forming a distributed infrastructure that sustains thousands of online services. This expansive, globally distributed infrastructure prioritizes sustainability, bringing applications closer to users, ensuring data residency, and providing customers with comprehensive compliance and resiliency options.
As of March 2023, Microsoft Azure boasts 160 active data centres spread across 60 regions worldwide. These Azure regions, defined by geographical areas, house one or more physical Azure data centres. Operating within a latency-defined perimeter, these data centres are strategically positioned to deliver optimal performance and security to users.
Azure leads with over 60 announced regions, surpassing all other cloud providers. It is accessible in 140 countries, showcasing a global presence that sets it apart in cloud computing.

GOOGLE CLOUD PLATFORM (GCP)

Google Cloud, also called Google Cloud Platform, offers computing resources dedicated to developing, deploying, and operating web applications. While its cloud infrastructure supports applications like Google Workplace, GCP primarily serves as a platform for constructing and managing custom applications. These applications can subsequently be published on the web, leveraging the extensive capabilities of its hyperscale data centre facilities.

The USPs of the Google Cloud Platform

Leveraging Data Effectively

Google’s comprehensive data foundation lets you integrate workloads and handle the complete data life cycle. This solution is engineered to operate data seamlessly across various environments, allowing you to utilize your data on any cloud, on-premises, and within popular SaaS applications. Designed with a focus on AI, it offers the latest tools for machine learning analysis, prompting, tuning, training, and deploying custom foundational models, all interconnected with your business data.

Revamping your Infrastructure with Modern Solutions

Google Cloud enables developers to build faster, safer, and cost-effectively utilizing the next generation of modern infrastructure tailored to specific workloads and industry requirements. Benefit from infrastructure optimized for AI, container-based applications, traditional enterprise workloads, and high-performance, distributed workloads, all while contributing to cost reduction and a reduced carbon footprint.

Fostering an Innovative Environment

GCP equips teams of all sizes to excel in their work regardless of the location and device. Google Workspace combines innovative tools favoured by the modern workforce for collaboration and creation, including Gmail, Google Drive, Google Chat, Google Calendar, Google Sheets, Google Docs, and Google Meet. With over 3 billion monthly active users, Workspace is the most popular productivity and collaboration software globally, offering new, user-friendly, generative AI features to enhance team productivity.

Incorporating Built-in Security Features

Benefit from built-in security features that mirror the same capabilities Google employs to safeguard more individuals and organizations online than any other provider. Google aids organizations in transforming their cybersecurity programs by providing frontline intelligence from Mandiant to comprehend the latest cyber threats.

Popular Customers of the Google Cloud Platform

Etsy: Utilizing the collaborative tools offered in Google Workspace, Etsy meets the evolving needs of sellers and buyers innovatively, fostering continued growth and enhancing the sustainability of its operations. X (formerly Twitter): Twitter's complete shifting of its ad analytics data platform to Google Cloud granted developers increased agility, allowing them to configure existing data pipelines more easily and build new features acceleratedly. Airbus Defence and Space: Airbus Defence and Space's Intelligence business line employs Google Cloud to construct a scalable online platform, enabling customers to access petabytes of satellite imagery in real-time.

Regions & Availability

Google Cloud provides global coverage through regions distributed worldwide, ensuring low cost, minimal latency, and optimal application availability for customers.

Follow the link to have a look into a tabular comparison of the solutions provided by the CSPs: AWS, Azure and GCP. https://cloud.google.com/docs/get-started/aws-azure-gcp-service-comparison

How Alteryx Designer Can Help You

A handy drag-and-drop, code-friendly tool, users of data analytics can easily extract, transform, and load data from virtually any source using Alteryx Designer. Using repeatable workflows, it facilitates predictive, statistical, and geospatial analysis, enabling the generation and sharing of insights within hours.

Key Features of Alteryx Designer

The platform is incredibly reliable and suitable for employing in almost any sector or industry. Major features of Alteryx Designer that you should be in the know of:

1. Go Code- free or Code- friendly
You can use a code-free or code-based interface regardless of your level of coding expertise. Use C++, Python, or R languages to write code in this interface.

2. Lesser Time, Greater Efficiency
Alteryx Designer rapidly extracts and integrates data from many sources producing faster insights that help to make smarter decisions.

3. Automated Workflows
It is possible to automate repetitive workflows or update them as needed to save time by enabling analytics scaling.

4. Easy Integration
Alteryx Designer provides a wide range of software for companies to select according to their requirements. It directly integrates with Alteryx Analytics Gallery, Alteryx Analytics Server, Alteryx Connect, and Alteryx Promote. Integration with R, Python, Tableau, Power BI, SAP, Sharepoint, Salesforce, Github, and Microsoft Azure tools is also made possible.

5. Spatial Analytics
Data analysis based on demographic, firmographic, and geospatial intelligence helps to produce insightful business decisions.

6. Predictive Analytics
Predictive analytics is provided across the entire analytics workflow, and by employing Alteryx Designer, accessing, preparing, and modelling data can be done in a single platform. Sharing the results can be done using the same.

7. Macro
A macro is a group of tools that help to save repeated analytic processes. It saves time by automating repetitive tasks.

8. Assisted Modelling
As a new feature in Alteryx Designer, it enables users to create ML pipelines and make predictions based on historical data.

9. Reporting
With the help of the user-friendly reporting tools in Alteryx, users can produce high-quality data-driven reports. The user can create top-notch reports with text, data, charts, maps, and images using various designs. A variety of output formats, including HTML, PDF, RTF, DOCX, XLSX, and PCXML, are supported by the reporting engine.

10. Alteryx Community
One of the main advantages is Alteryx community support. Let's say you cannot design a workflow or be unsure about how to perform some tasks. The Alteryx community will then be of great assistance to you in providing instant and informative replies.

11. Intelligence Suite
It is quite easy to extract concepts and insights from structured and unstructured data using Alteryx’s Intelligence Suite. Using the sentiment analysis tool, it is easier to identify the emotion hidden in the data and share the insights. The computer vision tool quickly processes huge data sets automatically, and it is possible to play with Data Science with automated Machine Learning tool.

Click here to Download Alteryx Designer Opting for a Free Trial

Recognized as a leader in analytics and business intelligence platform for 9 consecutive years in Gartner Magic Quadrant, Tableau has a variety of options when it comes to analytics and visualizations and according to me, it keeps getting better and better with every update. The latest 2021.1 update comes packed with some impressive features and these are some of them that caught my eye:

• Einstein Discovery
• Quick LODs
• More Data Connections
• View Metrics
• Dashboard Extensions in Tableau
• Write to Excel in Tableau Prep
• Device Designer for Web Authoring
• License Improvements

Einstein Discovery After its acquisition by Salesforce, Tableau has been at the advantage of being able to leverage Salesforce capabilities. In this update, Tableau has introduced its integration with a powerful AI driven Salesforce product – the “Einstein Discovery”. With this feature, I can get smart predictive modelling capabilities for quick business decisions without any effort of creating complex codes or algorithm. Einstein Discovery has been rolled out in Tableau through three approaches, through dashboard extensions, through analytics extension, and through Tableau Prep which was released in version 2021.1.3. Although this feature requires an additional Einstein Discovery License, I find the end benefit totally worth it.

• Through Dashboard Extensions: To use “Einstein Discovery” in dashboards, I can just add an extension object on the dashboard and select Einstein Discovery. It will analyse the selected data and build predictive models. It shows me the top predictors in the view along with metrics that can be improved, and thus helping business decisions. This feature is available in Tableau Desktop, Tableau Server and Tableau Online.

• Through Analytics Extension: With this feature, I can directly embed predictions into Tableau calculated fields. All I have to do is go to Salesforce, use Model Manager to generate a Tableau table calculation script and paste the script into the calculated field in Tableau. This script then accesses predictive models in Salesforce by passing the data required for the model. This saves my time since I don’t need to create a code for the model. This feature is only available in Tableau Desktop and Tableau Server.

• Through Tableau Prep: This feature was released in 2021.1.3 and its ingenuity is worth mentioning. With “Einstein Discovery” in Tableau Prep, I can now use predictions while preparing data. I can bulk score my data and create fields to show prediction outcomes, to show top predictors and to show recommendations for improvement of the output.

Quick LODs LOD calculations are frequently used in Tableau to perform calculations on a fixed dimension. Where previously I had to mention the dimension to be fixed and the measures to be aggregated in a calculated field, now all I must do is select the dimension and measure in the data pane and right click to create an LOD calculation. Or even better, hold “Ctrl” to drag and drop the required measure field onto the dimension to be fixed. As simple as that. I can modify the calculation with more dimensions or change the type of aggregation later, if required. This feature is most beneficial as it reduces the chance of errors while creating complex LOD calculations, like misplacing a bracket, or adding any unnecessary characters by mistake. More Data Connections With the increase in popularity of Microsoft Azure services among users, Tableau has added multiple Azure connectors including Azure SQL Database and Azure Data Lake Gen 2 along with the existing Azure Synapse Analytics and Databricks. I can now connect to data that is stored in Azure’s SQL Database and Data Lake using the native Tableau connectors. Tableau has also introduced authentication to Azure services using the Azure Active Directory, making the connection more secure. In addition to this, four new data connectors have been added to Tableau Online and Tableau Server. They are Amazon Athena, Apache Drill, OData and SharePoint Lists. View Metrics A difficulty that I had faced with the metric feature was that I was not able to know the other metrics that were created in the same dashboard. With this update I can see all the metrics associated with a particular dashboard and modify these metrics if required or create new ones within the metrics pane. And previously, only if my site role were “Creator” or “Explorer”, I could see the metrics. But in this update, I can see all metrics connected to a dashboard irrespective of my site role. Dashboard Extensions in Tableau Earlier, to use an extension in a Tableau Dashboard, I had to drag and drop the extension object on the dashboard which would take me to its extension gallery web page and then I had to download it and then locate the downloaded extension on Tableau. Sounds tiring right? Not anymore! With this update, all I have to do is drag and drop the extension object onto the dashboard to select the required extension. I can now see all extensions and filter the list based on categories within the “Add an Extension” window in the Tableau screen. Write to Excel in Tableau Prep This is one feature that will prove useful to any regular Tableau Prep user. The days of exporting an output to csv and then converting it manually to an xlsx file are finally over. Using the latest version of Tableau Prep, I can directly export the output of a workflow into an xlsx file. Device Designer for Web Authoring Where before I could only generate device specific layouts in Tableau Desktop, now I can create custom phone or tablet views within the web itself. I no longer have to modify the device layout in Tableau Desktop and re-publish whenever a change in device layout is required. Licensing Improvements With this update, Tableau has introduced zero downtime licensing for the Tableau Server. Now for most of the tasks, whether it is the activation of a license or updating a feature that got added or applying some changes to user capacity, I no longer need to perform a server restart. So, these are some features that have been helpful to me and these are just a few of the lot. To view all the new features in 2021.1, you can view it at Tableau 2021.1 New Features In my view, Tableau has done a great job with its timely and inventive updates and seeing the rapid growth of AI and the increase of its application in numerous industries, I can predict for sure that Tableau will surprise the data science community with more innovative updates. Images Courtesy: Tableau

Digital transformation connects disparate data points and platforms across an organisation's larger ecosystem – both online and offline. It provides a clear picture of how to improve, expand, and add value to the organisation.

Most businesses conduct their operations on the cloud. As businesses migrate data to the cloud, much of what is done is digitally replicating existing services. True digital transformation, on the other hand, implies much more. A digital transformation can be transformative across an organisation by establishing a technology framework to channel all the services and data into actionable insights that can improve almost every aspect of the organisation.

Digital transformation can be used to re-evaluate and optimise your systems and processes, ensuring they are interrelated and flexible enough to provide robust business intelligence and position your company for future success.

How can digital transformation change different aspects of an organisation?

Digital transformation can be intimidating in the first stage despite all the aura associated with it. But there is no need for a second thought once the initiative is taken. A well beginning is half done, right? Well, let's discuss how digital technology transforms the crucial areas of an organisation.

HR and Digital Transformation

Automating HR processes and making them data-driven is termed HR digital transformation. An automated performance management system is implemented, and the managers and employees access the platform to view and update it and gather data for salary appraisals, screening processes and many other activities.

Well, what does HR digital transformation look like? It is not about HR but the whole metamorphosis an organisation undergoes after implementing digital transformation. Let's delve deep into HR Digital transformation and understand how digital technology can invariably bring changes to the HR department.

Digital Onboarding

The prevalence of hybrid work mode and hybrid work atmosphere has made digital onboarding the need of the hour. The employee onboarding process is done in person and is time-consuming, labour-intensive, and sometimes inconsistent. So many checklists must be ticked to complete the process like:

1. Is all required reading and learning completed?
2. Have they checked in with the HR assistant?
3. Have they completed all the required onboarding formalities?
4. An excellent digital onboarding process is structured and strategic, ensuring new employees feel welcomed, assisted, and trained to do their best work.

Employee Self-Service Portals

Employees have many queries regarding company policies, benefits, and basic HR information.

Every question can instead be answered by an easily accessible employee self-service information portal as part of your HR digital transformation.

Aside from routine information requests, self-service portals (also known as HCM Systems) can provide employees and managers with access to critical information, such as:

1. NPS ratings
2. Company news and workplace policies
3. Performance management information such as self-evaluations, objectives, training, and ongoing trends
4. Job opportunities
5. Wellness polls
6. Minutes of meetings and updates to the knowledge base
7. Employees can take advantage of available training opportunities to improve their skills.

People Analytics

The application of data-driven decision-making to HR processes to enhance employee performance, commitment, and achievement is known as people analytics. Organisations use people analytics to improve talent management, employee retention, succession planning, and recruiting.

The information gathered helps employees to succeed and feel more fulfilled at work. The data collected from team-building exercises and other data collection and analysis methods can be used to develop an effective L&D strategy, allowing for upskilling and reskilling while also increasing productivity and employee satisfaction.

AI-Powered Applicant Tracking Systems

It's no surprise that many more giant corporations have adopted AI-powered applicant tracking systems (ATS). No one can afford to miss out on a compatible candidate in this competitive period because they're manually sorting through so many unqualified candidates.

Artificial Intelligence-powered applicant tracking systems use pre-programmed filters based on keywords, capabilities, years of work experience, education, and so on to eliminate unsuitable applicants before they are approached in person or interviewed.

ATS also shares job listings to multiple platforms, conduct pre-interview screening, schedule interviews, facilitate candidate evaluations from numerous interviewers, and provide the data required to assess the success of your hiring processes. It also makes sure to make unbiased decisions regarding the employee selection process.

HR Chatbots

HR chatbot is a convenient substitute for visiting the HR department to seek answers to simple questions or doubts. The most carefully planned digital employee onboarding process and employee self-service portal fail to resolve every question or concern your workforce may have. On the other hand, HR chatbots allow HR to create auto-response messages that instantly address some of the most frequently asked issues and concerns. Chatbots collect employee data sequentially as needed.

In a nutshell, digital technology has the grit to fully transform every aspect of an organisation. Initially, it can be intimidating as any new step, but it is worthy enough for the massive changes it can bring forth. It is for sure that the digital transformation movement will gain momentum.

The workforce will be affected by the next wave of digital transformation in a way that traditional automation cannot, and the nature of labour in many roles will shift completely. This will be the outcome of a trifecta of factors, including the arrival of a generation who grew up with technology, the widespread use of traditional technologies that eliminate the majority of repetitive activities, and the quick development of cognitive technologies. Even though HR departments are increasingly taking charge of their digital transformation, it is still required to collaborate closely with the technology department to make sure that the systems and tools you choose are in line with the enterprise's broader strategy.

According to IDC, by 2023, digital transformation will account for 53% of all information and communication technology investments. Let us not dare to miss this bus!

Accolades We Are Proud Of

Beinex earned top rankings across multiple domains: • Platinum in Business Intelligence • Gold in Data Science • Gold in Cloud Services

Industry-Specific Excellence

Our industry-focused consulting capabilities have also been recognized, and our ranking level is as follows: • Government Industry: Gold • Oil & Gas Industry: Gold • Public Sector Industry: Gold • Technology Industry: Gold • Banking Industry: Silver

A Milestone of Achievement

These accolades reaffirm our position as a trusted consulting partner for businesses and government entities across the Middle East. Our success is driven by a team of passionate professionals, innovative technologies, and strategic partnerships. Looking Ahead As we celebrate this achievement, we remain committed to delivering transformative solutions that empower businesses worldwide. Thank you to our clients, partners, and team members for making this success possible. If you are interested in our services, feel free to connect: https://beinex.com/contact-us/

Read More About Our Achievements

Beinex Among Top BI Consulting Firms in the Middle East Beinex Ranked as Top Data Science Consulting Firms in the Middle East Beinex Makes to the League of Top Consulting Firms for Cloud Services in the Middle East 2024