#ai companies saudi arabia

[furiousstarfishphilosopher]

Tektronix Technology: Pioneering the Future with AI Solutions

In an era where technology is advancing at an unprecedented pace, artificial intelligence (AI) has emerged as a transformative force, reshaping industries and revolutionizing the way we live and work. AI solutions are no longer confined to science fiction; they have become an integral part of our daily lives, offering innovative solutions to complex problems. In this blog, we'll delve into the world of artificial intelligence solutions, exploring their diverse applications and the impact they are having across various sectors.

The Power of AI Solutions

Artificial intelligence is more than just a buzzword; it's a game-changer. With its ability to process vast amounts of data, learn from patterns, and make informed decisions, AI solutions are driving advancements across domains.

#aisolutions #aisolutionuae #aisolutionsabudhabi #ArtificialIntelligencecompaniesinDubai #aisolutionsaudi #aicompaniesuae #aicompaniesabudhabi #aicompaniesabudhabi

#topaisolutionsuae #topaicompaniesinajman

[atcuality1]

Redefine Customer Engagement with AI-Powered Application Solutions

In today’s digital landscape, customer engagement is more crucial than ever. ATCuality’s AI powered application redefine how businesses interact with their audience, creating personalized experiences that foster loyalty and drive satisfaction. Our applications utilize cutting-edge AI algorithms to analyze customer behavior, preferences, and trends, enabling your business to anticipate needs and respond proactively. Whether you're in e-commerce, finance, or customer service, our AI-powered applications can optimize your customer journey, automate responses, and provide insights that lead to improved service delivery. ATCuality’s commitment to innovation ensures that each AI-powered application is adaptable, scalable, and perfectly aligned with your brand’s voice, keeping your customers engaged and coming back for more.

[nactechsolution]

NAC Tech Solution is a leading AI Software Development Company in the USA, providing custom-built AI development solutions to meet the changing needs of businesses in the digital age. As a software development company, we specialize in artificial intelligence, machine learning/deep learning, predictive analytics, natural language processing, and more. With our global presence, experienced team of engineers, and market-ready technologies, we are focused on pushing the limits of AI to unlock the potential of businesses.

Request a Demo,

Whatsapp: +966 54 271 0510 | Email: info@nactechsolution.com | Telegram: https://telegram.me/nactechsolution

[techugoapps]

Top Features that You Must Integrate into Your iPhone App

Elevate your iPhone app with essential features for optimal user engagement. Incorporate sleek UI/UX design for intuitive navigation. Integrate real-time notifications to keep users informed. Implement secure payment gateways for seamless transactions. Enable offline access for uninterrupted functionality. Prioritize responsiveness across devices and ensure robust performance, guaranteeing a standout and user-centric app experience.

READ MORE:-

[probablyasocialecologist]

The almost overnight surge in electricity demand from data centers is now outstripping the available power supply in many parts of the world, according to interviews with data center operators, energy providers and tech executives. That dynamic is leading to years-long waits for businesses to access the grid as well as growing concerns of outages and price increases for those living in the densest data center markets. The dramatic increase in power demands from Silicon Valley’s growth-at-all-costs approach to AI also threatens to upend the energy transition plans of entire nations and the clean energy goals of trillion-dollar tech companies. In some countries, including Saudi Arabia, Ireland and Malaysia, the energy required to run all the data centers they plan to build at full capacity exceeds the available supply of renewable energy, according to a Bloomberg analysis of the latest available data. By one official estimate, Sweden could see power demand from data centers roughly double over the course of this decade — and then double again by 2040. In the UK, AI is expected to suck up 500% more energy over the next decade. And in the US, data centers are projected to use 8% of total power by 2030, up from 3% in 2022, according to Goldman Sachs, which described it as “the kind of electricity growth that hasn’t been seen in a generation.”

21 June 2024

[khalid-albeshri]

In 2024, 750 Chinese companies are working in Saudi Arabia. I will write about some aspects of the business collaboration between China and KSA

China and Saudi Arabia have deepened their collaboration across multiple sectors, driven by Saudi’s Vision 2030 and China’s Belt and Road Initiative (BRI).

Key Areas of Collaboration:

- Energy: China is a major importer of Saudi oil, and joint ventures like YASREF strengthen their energy ties.

- Infrastructure: Chinese companies, such as CSCEC, are involved in major projects like Neom and railway development.

- Technology: Huawei plays a key role in deploying 5G and advancing AI in Saudi Arabia.

- Manufacturing: Collaboration in industrial zones supports Saudi’s diversification efforts.

- Renewable Energy: Chinese firms are engaged in solar and wind projects.

- Cultural & Tourism: Growing cultural exchanges, tourism, and language programs strengthen ties.

- Defense: Cooperation in arms and military technology is growing, though less publicized.

- Finance: Chinese banks operate in Saudi Arabia, with mutual investments bolstering financial ties.

This partnership supports both nations' economic goals and strengthens their strategic positions.

#KhalidAlbeshri #خالدالبشري

[mariacallous]

Elon Musk just dragged ChatGPT and other artificial intelligence programs into the Trump crosshairs by repeating his warning that current AI models are too “woke” and “politically correct.”

“A lot of the AIs that are being trained in the San Francisco Bay Area, they take on the philosophy of people around them,” Musk said at the Future Investment Initiative, a Saudi Arabia government–backed event held in Riyadh this week. “So you have a woke, nihilistic—in my opinion—philosophy that is being built into these AIs.”

Although Musk is himself a polarizing figure, he is right about AI systems harboring political biases. The issue, however, is far from one-sided, and Musk’s framing may help further his own interests due to his ties to Trump. Musk runs xAI, a competitor to OpenAI, Google, and Meta that could benefit if those companies become government targets.

“Musk clearly has a close, close relationship with the Trump campaign, and any comment that he’s making will hold a big influence,” says Matt Mittelsteadt, a research fellow at George Mason University. “At a maximum he could have some sort of seat in a potential Trump administration, and his views could actually be enacted into some sort of policy.”

Musk has previously accused both OpenAI and Google of being infected with “the woke mind virus.” When Google’s Gemini chatbot produced historically inaccurate images, including black Nazis and Vikings, in February, Musk saw it as proof of Google using AI to spread an absurdly woke outlook.

Musk is clearly no fan of government regulation, but he backed a proposed AI bill in California that would have required companies to make their AI models available for vetting.

The first Trump administration also targeted perceived bias at Big Tech companies with an executive order that sought to hold platforms such as Twitter, Google, and Facebook accountable for censoring information for political reasons. The pressure had a tangible impact, with Meta ultimately abandoning plans for a dedicated news section on Facebook.

Mittelsteadt notes that Trump’s VP pick, JD Vance, has also talked of reining in Big Tech companies and gone as far as to call Google “one of the most dangerous companies in the world.”

Mittelsteadt adds that Trump could punish companies in a variety of ways. He cites, for example, the way the Trump government canceled a major federal contract with Amazon Web Services, a decision likely influenced by the former president’s view of the Washington Post and its owner, Jeff Bezos.

It would not be hard for policymakers to point to evidence of political bias in AI models, even if it cuts both ways.

A 2023 study by researchers at the University of Washington, Carnegie Mellon University, and Xi’an Jiaotong University found a range of political leanings in different large language models. It also showed how this bias may affect the performance of hate speech or misinformation detection systems.

Another study, conducted by researchers at the Hong Kong University of Science and Technology, found bias in several open source AI models on polarizing issues such as immigration, reproductive rights, and climate change. Yejin Bang, a PhD candidate involved with the work, says that most models tend to lean liberal and US-centric, but that the same models can express a variety of liberal or conservative biases depending on the topic.

AI models capture political biases because they are trained on swaths of internet data that inevitably includes all sorts of perspectives. Most users may not be aware of any bias in the tools they use because models incorporate guardrails that restrict them from generating certain harmful or biased content. These biases can leak out subtly though, and the additional training that models receive to restrict their output can introduce further partisanship. “Developers could ensure that models are exposed to multiple perspectives on divisive topics, allowing them to respond with a balanced viewpoint,” Bang says.

The issue may become worse as AI systems become more pervasive, says Ashique KhudaBukhsh, an computer scientist at the Rochester Institute of Technology who developed a tool called the Toxicity Rabbit Hole Framework, which teases out the different societal biases of large language models. “We fear that a vicious cycle is about to start as new generations of LLMs will increasingly be trained on data contaminated by AI-generated content,” he says.

“I’m convinced that that bias within LLMs is already an issue and will most likely be an even bigger one in the future,” says Luca Rettenberger, a postdoctoral researcher at the Karlsruhe Institute of Technology who conducted an analysis of LLMs for biases related to German politics.

Rettenberger suggests that political groups may also seek to influence LLMs in order to promote their own views above those of others. “If someone is very ambitious and has malicious intentions it could be possible to manipulate LLMs into certain directions,” he says. “I see the manipulation of training data as a real danger.”

There have already been some efforts to shift the balance of bias in AI models. Last March, one programmer developed a more right-leaning chatbot in an effort to highlight the subtle biases he saw in tools like ChatGPT. Musk has himself promised to make Grok, the AI chatbot built by xAI, “maximally truth-seeking” and less biased than other AI tools, although in practice it also hedges when it comes to tricky political questions. (A staunch Trump supporter and immigration hawk, Musk’s own view of “less biased” may also translate into more right-leaning results.)

Next week’s election in the United States is hardly likely to heal the discord between Democrats and Republicans, but if Trump wins, talk of anti-woke AI could get a lot louder.

Musk offered an apocalyptic take on the issue at this week’s event, referring to an incident when Google’s Gemini said that nuclear war would be preferable to misgendering Caitlyn Jenner. “If you have an AI that’s programmed for things like that, it could conclude that the best way to ensure nobody is misgendered is to annihilate all humans, thus making the probability of a future misgendering zero,” he said.

[aionlinemoney]

Saudi Arabia Aims to build $100 Billion Dollar Artificial Intelligence Giant

Saudi Arabia is a famous tourist country and the second-largest Oil production supplier in the world. It is located in the Middle East. Currently, Saudi Arabia is preparing a new project related to artificial intelligence with the support of $100 Billion US Dollars to develop a technological hub and make it superior in AI.

This country plans to invest heavily in data centers and startups to develop Artificial intelligence in Saudi Arabia and make the country a technological hub. The name of this Project is said to be ‘’Project Transcendence’’. This Project will encourage Tech Companies to invest their resources in the Country.

Saudi Arabia is working on a challenging project to use Artificial intelligence to transform different parts of its economy. This effort is part of their Vision 2030 plan, Their aim is to build a modern and innovation-based economy. By focusing on AI, Saudi Arabia hopes to become one of the world’s top technological leaders.

Why 100 Billion Dollar? The Scale of Saudi Arabia

The $100 Billion number represents one of the largest single-country AI investments globally. For a factor, this investment would surpass the GDP of several countries, showing the Kingdom’s commitment to establishing itself as a technological superpower. But why such a vast investment?

The huge funding aims to put a complete foundation for Artificial intelligence integration across all sectors in Saudi Arabia. The Kingdom envisions using AI for innovations ranging from independent transportation and telemedicine to advanced data analytics in industries like oil and gas. Which are central to the Saudi economy. Additionally, the investment is likely to encourage AI-driven startups, creating a dynamic and energetic ecosystem of innovation and collaboration between all the sectors. Project Transcendence aims to expand by giving help to tech companies to generate capital and infrastructure, this will be a great deal for all the companies to grow in Saudi Arabia.

Rivalry with UAE: A New Chapter in the Middle East’s Tech Ambition: 

The UAE (United Arab Emirates) has long held the Top as the Middle East’s tech and innovation hub, with its capital Dubai placing itself as a smart city colonist and an AI-forward city. In recent years, the UAE has attracted major foreign investment, hosted global tech events, and launched various Artificial intelligence actions to make it a global AI leader.

The friendly competition between the UAE and Saudi Arabia could benefit the whole region by driving growth in Artificial Intelligence and technology, creating new jobs, and encouraging countries to work together. This rivalry can also attract global tech companies, researchers, and entrepreneurs who want to be part of the Middle East’s tech boom.

Building the Infrastructure for AI Success:

Saudi Arabia is investing more in building the foundation needed for Artificial Intelligence growth.

Much of this investment will focus on creating advanced infrastructure like high-speed data centers, cloud computing facilities, and research centers. The big part of this plan is NEOM, a huge 500 billion dollar city designed with AI as its central feature. NEOM will be displayed as a smart city technology, serving as a model of how cities can use Artificial intelligence to improve daily life.

NEOM city will include self-driving transportation, healthcare systems powered by AI, and green energy. As a high-tech city, it will also test advanced robots, smart devices, and many more. The NEOM city aims to show how Artificial Intelligence can improve city life and sustainability, attracting tech companies, researchers, and investors looking to the future.

Ethicals Considerations: 

Saudi Arabia AI plan will also focus on ethical issues and set up rules to guide safe and responsible AI use. As Artificial intelligence grows, it can bring challenges like privacy risks, data security concerns, and job changes. To handle this, Saudi Arabia aims to create rules that support innovation while making sure AI is used responsibly.

Conclusion: A Step Towards High-tech Future

Saudi Arabia massive $100 billion AI investment shows its dedication to becoming a global leader in artificial intelligence. This will help grow its economy in new ways and make it better in technology, both in the Gulf region and worldwide. By building a strong AI network and modern infrastructure, Saudi Arabia plans to transform its economy, and society, and lead the Middle East into a new age of AI innovation. As Saudi Arabia and the UAE compete to lead in AI, the Middle East could become a major global tech hub, advancing what AI can do. Always keep updated your knowledge related to Artificial intelligence and technology, Read AI related blog and News at AiOnlineMoney.

#aionlinemoney.com

[mamdouhzika]

As a marketing manager in a leading local tech company in Saudi Arabia. I really believe that the latest update of OpenAI GPT, GPT-4o is really impressive. This is a major achievement in the world of AI and this is the one open for public, just imagine what’s in the back doors, what’s exclusive for military and high level corporations.

[usafphantom2]

Airbus will create Eurofighter EK version for electronic combat

Saab will provide self-protection systems.

Fernando Valduga By Fernando Valduga 11/29/2023 - 5:15 pm in Military

Now it's official: the Eurofighter EK (Electronic Combat) is coming. After the recent parliamentary approval of the German budget committee, Airbus will equip 15 German Eurofighters for electronic warfare – and equip them with a Saab transmitter location and self-protection system, as well as anti-radar missiles "AARGM" from the American company Northrop Grumman.

The Eurofighter EK should be certified by NATO by 2030 and will then replace the Tornado in the SEAD (Suppression of Enemy Air Defense) function.

"Electronic warfare and reconnaissance are important requirements of NATO: the current conflicts and the current security situation show how important the two capabilities are," says Airbus Defence and Space CEO Michael Schöllhorn. “In this regard, the German government's decision to include such an important capacity as electronic warfare in the Eurofighter capability portfolio is an important measure. The "EK" will add this important capability to the already broad operational spectrum of the Eurofighter, while strengthening European sovereignty and autonomy."

With the parliamentary approval of the Budget Committee, the Eurofighter is now officially defined as the successor to the Tornado ECR (Electro-Combat/Recognition). Airbus is now waiting for the official order to integrate the selected technical solutions into the Eurofighter. The corresponding contract between Eurofighter GmbH, as the main contractor, and NETMA (NATO Eurofighter and Tornado Management Agency) should be signed before the end of the year.

With Saab's transmitter tracking system and Northrop Grumman's Anti-Radiation Guided Missile (AARGM), the Eurofighter EK will be able to detect, locate and disable anti-aircraft radars. In addition, the Saab solution has blockers that improve the self-protection of the Eurofighter. The Eurofighter EK also has on-board technologies that have been developed by small and medium-sized companies and a start-up. This includes an AI solution that allows you to analyze on-board radar data and quickly determine accurate self-protection measures.

Airbus is currently working with the BAAINBw purchasing office, the German Air Force and the Bundeswehr Aviation Office on a detailed schedule for the implementation of the selected EK solutions in 15 Eurofighters.

Tags: Military AviationEurofighter TyphoonEW - ELECTRONIC WARLuftwaffe - German Air Forcesaab

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Fernando Valduga

Fernando Valduga

Aviation photographer and pilot since 1992, has participated in several events and air operations, such as Cruzex, AirVenture, Dayton Airshow and FIDAE. He has work published in specialized aviation magazines in Brazil and abroad. Uses Canon equipment during his photographic work in the world of aviation.

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[skillzrevo]

Future-Proof Your Career with Generative AI, Advanced AI, and Business Intelligence Skills

The tech revolution is here, and professionals with expertise in Generative AI, Advanced AI, Business Intelligence, and Data Science are in high demand. Across India, the USA, and the Middle East, industries are rapidly adopting these technologies, creating lucrative career opportunities. With SkillzRevo, you can gain the skills needed to thrive in these cutting-edge fields and stand out in the global job market.

Why Generative AI and Advanced AI Matter?

Generative AI has transformed content creation, enabling AI to design art, compose music, and generate human-like conversations. By enrolling in a Generative AI course, you’ll master tools like ChatGPT, MidJourney, and more, equipping you to create unique AI solutions.

An Advanced AI course goes beyond, teaching neural networks, machine learning algorithms, and AI frameworks that power innovations in industries like healthcare, finance, and robotics. With advanced expertise, you can lead impactful projects and become a valued contributor to your organization.

For those looking to specialize, a Master in Generative AI offers the ultimate in-depth exploration of AI’s potential, with applications across creative industries and technical problem-solving.

Booming Job Prospects Globally

India

India is poised to become an AI powerhouse, with the AI industry contributing $500 billion to the economy by 2025. Job roles like AI Developer, Business Intelligence Analyst, and Data Scientist are trending, with starting salaries ranging from ₹8 lakh to ₹25 lakh annually. Companies like Infosys, TCS, and Flipkart are leading the AI hiring spree.

USA

In the USA, AI continues to dominate the job market, with the demand for Generative AI developers and Advanced AI specialists growing by over 25% annually. Tech hubs like Silicon Valley are offering salaries starting at $130,000 for roles like AI Architect and Machine Learning Engineer, with opportunities across diverse sectors like finance, e-commerce, and healthcare.

Middle East

The Middle East is investing heavily in AI, with Saudi Arabia and the UAE leading the charge. AI’s contribution to the region’s GDP is expected to hit $320 billion by 2030, with high-paying jobs in AI Innovation, Business Intelligence, and Data Science ranging from $60,000 to $150,000 annually.

Key Learning Tracks for Your Growth

Generative AI Courses: Build and deploy AI tools to generate text, images, videos, and even code.

Advanced AI Programs: Learn cutting-edge AI technologies, including NLP, robotics, and predictive analytics.

Master in Generative AI: Specialize in generative models and deep learning applications to stand out in the competitive AI landscape.

Data Science Certifications: Dive into data analysis, machine learning, and big data processing.

Business Intelligence Programs: Gain expertise in creating dashboards, analyzing data, and enabling strategic decisions.

AI’s Transformational Impact Across Industries

Marketing and Content: Generative AI tools are driving creative campaigns with personalized ads and branded content.

Healthcare: Advanced AI is optimizing diagnosis, treatment, and operational workflows.

Finance: Business intelligence is revolutionizing fraud detection, portfolio management, and customer analytics.

E-Commerce: Data science is powering recommendation engines, inventory management, and customer behavior insights.

With over 90% of Fortune 500 companies adopting AI, the need for skilled professionals has never been higher.

Why Choose SkillzRevo?

At SkillzRevo, we offer best-in-class programs designed to help you master AI and data-driven technologies.

Industry Experts: Learn from professionals with years of experience in AI development.

Real-World Projects: Get hands-on experience working on AI solutions and business use cases.

Global Certifications: Receive certifications recognized by employers across India, the USA, and the Middle East.

Flexible Formats: Choose from online, hybrid, or on-campus learning to fit your lifestyle.

Career Assistance: Enjoy resume-building sessions, mock interviews, and access to top job opportunities.

Seize the Opportunity

The future belongs to those who innovate. Equip yourself with skills in Generative AI, Advanced AI, Business Intelligence, and Data Science to unlock exciting career possibilities.

Start your journey today with SkillzRevo — your partner in building a brighter tomorrow!

[atcuality1]

Unlocking Potential Through Immersive VR-Based Training Solutions

Atcuality is dedicated to unlocking human potential through VR-based training solutions that push the boundaries of traditional learning methods. In industries where hands-on experience is crucial, VR allows trainees to engage in realistic scenarios without leaving the training room. Our VR-based training solutions are designed to provide the kind of experiential learning that helps individuals not just understand but deeply internalize crucial skills. From medical procedures to machinery operation, these immersive training environments offer flexibility and safety, removing the limitations of traditional learning setups. By simulating high-risk or complex tasks, learners can gain valuable experience while mitigating actual risks. With Atcuality’s VR training, companies can ensure their workforce is prepared for real-world challenges, resulting in enhanced safety, improved skill levels, and reduced onboarding and training costs. Our commitment to advancing training standards is evident in our ability to offer highly customizable, impactful VR experiences across various industries.

[global-research-report]

Comprehensive Analysis of the Medical Terminology Software Market

The global medical terminology software market size is expected to reach USD 2.34 billion by 2030, registering a CAGR of 10.1% during the forecast period, according to a new report by Grand View Research, Inc. The increasing demand for standardization of patient data and compliance with standard vocabularies, such as SONOMED CT, RxNorm, ICD, CPT and HCPCS, and others are driving the adoption of clinical terminology solutions. The software uses a set of standard clinical terms to enable communication between different hospitals, departments, and specialties. This can be useful in situations where doctors need to collaborate in patient care or when patients need to be transferred between hospitals.

Using medical terminology software can also help improve patient safety by reducing the risk of misunderstandings caused by incorrect terms. It also saves physicians time by assisting in the documentation and thereby reducing burnout. Hospitals, health systems, and payers are all seeking innovative while manageable ways for data integration. Moreover, the government is taking active steps by launching incentive programs for patient data integration. Computer-assisted coding and accurate clinical documentation by employing Artificial Intelligence (AI), such as Natural Language Processing (NLP) technology and medical machine learning, are accelerating this process.

In addition, the growing demand for advanced healthcare data solutions is expected to create better business opportunities for clinical terminology solution providers. For instance, in September 2022, XpertDox, a Birmingham-based company specializing in automated AI-powered medical coding solutions, received funding of USD 1.5 million from TN3, LLC, a privately held company based in Arizona. The COVID-19 pandemic slowed down the industry growth. Revenue loss and financial crises, created by the pandemic, restrained hospitals to invest in the deployment of medical terminology software. Furthermore, the postponement of clinical trials resulted in a decrease in the utilization of clinical terminology software by CROs.

Medical Terminology Software Market Report Highlights

The industry will witness substantial growth post-pandemic due to the rising focus on data integration & automation in health systems

Based on application, the quality reporting segment held the largest revenue share in 2021 owing to the rising focus on the improvement of health quality outcome

The healthcare provider end-use segment held the largest revenue share in 2021 due to the high EHR adoption and demand for solutions to streamline the billing process

North America led the industry in 2021 owing to the factors, such as high demand for interoperability solutions, focus on improving care quality, and new software launches

In December 2021, CareCom and J2 Interactive formed a strategic agreement to introduce J2 Managed Terminology, a new service that offers cloud-hosted, best-in-class clinical terminology services to payers, health information exchanges, providers networks, and healthcare software companies

Medical Terminology Software Market Segmentation

Grand View Research has segmented the global medical terminology software market on the application, end-use, and region:

Medical Terminology Software Application Outlook (Revenue, USD Million, 2017 - 2030)

Data Aggregation

Reimbursement

Public Health Surveillance

Data Integration

Decision Support

Clinical Trials

Quality Reporting

Others

Medical Terminology Software End-Use Outlook (Revenue, USD Million, 2017 - 2030)

Healthcare Providers

Healthcare Payers

Healthcare IT Vendors

Others

Medical Terminology Software Regional Outlook (Revenue, USD Million, 2017 - 2030)

North America

US

Canada

Europe

Germany

UK

France

Spain

Italy

Asia Pacific

China

Japan

India

Australia

South Korea

Latin America

Brazil

Mexico

MEA

South Africa

Saudi Arabia

UAE

Order a free sample PDF of the Medical Terminology Software Market Intelligence Study, published by Grand View Research.

[techugoapps]

Saudi Arabia Ranks Top in Government Strategy for AI | What AI App Development Holds for the Future?

Saudi Arabia's pioneering AI government strategy secures a top rank, marking a pivotal milestone in technological progress. Concurrently, the future of AI app development appears promising and transformative. Expect innovative applications that reshape industries and elevate user experiences. This synergy between strategic leadership and app innovation heralds a dynamic era fueled by the potential of artificial intelligence.

READ MORE:-

[tektronixtechnology]

We are one of the top Companies artificial intelligence companies in Dubai Abu Dhabi that provide businesses with an extensible customizable AI & IoT and data science solution that addresses the needs of a variety of use cases for enterprises Software.AI Integrations.

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