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Agentic AI was the big breakthrough technology for gen AI last year, and this year, enterprises will deploy these systems at scale. According to a January KPMG survey of 100 senior executives at large enterprises, 12% of companies are already deploying AI agents, 37% are in pilot stages, and 51% are exploring their use. And in an October Gartner report, 33% of enterprise software applications will include agentic AI by 2033, up from less than 1% in 2024, enabling 15% of day-to-day work decisions
AI-powered coding assistants are becoming more advanced by the day. One of the most promising models for software development, is Anthropics latest, Claude 3.7 Sonnet. With significant improvements in reasoning, tool usage, and problem-solving, it has demonstrated remarkable accuracy on benchmarks that assess real-world coding challenges and AI agent capabilities.
Amazon Web Services (AWS) has been recognized as a Leader in the 2024 Gartner Magic Quadrant for Data Integration Tools. We were positioned in the Challengers Quadrant in 2023. This recognition, we feel, reflects our ongoing commitment to innovation and excellence in data integration, demonstrating our continued progress in providing comprehensive data management solutions.
Speaker: Alex Salazar, CEO & Co-Founder @ Arcade | Nate Barbettini, Founding Engineer @ Arcade | Tony Karrer, Founder & CTO @ Aggregage
If AI agents are going to deliver ROI, they need to move beyond chat and actually do things. But, turning a model into a reliable, secure workflow agent isn’t as simple as plugging in an API. In this new webinar, Alex Salazar and Nate Barbettini will break down the emerging AI architecture that makes action possible, and how it differs from traditional integration approaches.
A high hurdle many enterprises have yet to overcome is accessing mainframe data via the cloud. According to a study from Rocket Software and Foundry , 76% of IT decision-makers say challenges around accessing mainframe data and contextual metadata are a barrier to mainframe data usage, while 64% view integrating mainframe data with cloud data sources as the primary challenge.
Fine-tuning large language models (LLMs) is essential for optimizing their performance in specific tasks. OpenAI provides a robust framework for fine-tuning GPT models, allowing organizations to tailor AI behavior based on domain-specific requirements. This process plays a crucial role in LLM customization, enabling models to generate more accurate, relevant, and context-aware responses.Fine-tuned LLMs can be […] The post Fine-Tuning a Model Using OpenAI Platform for Customer Query Support
Low Code No Code Development Supports Analytics Performance Within the very near future, it is estimated that 70% of all software and application design will include a component of low-code or no-code development. So, it is no surprise that analytics software and tools are also affected by this trend. While advanced analytics and augmented analytics solutions provide a sophisticated, complicated underpinning of algorithms and analytical techniques, the average enterprise expects (and should look
Low Code No Code Development Supports Analytics Performance Within the very near future, it is estimated that 70% of all software and application design will include a component of low-code or no-code development. So, it is no surprise that analytics software and tools are also affected by this trend. While advanced analytics and augmented analytics solutions provide a sophisticated, complicated underpinning of algorithms and analytical techniques, the average enterprise expects (and should look
There is hardly a topic where digital heritage (or legacy) plays such an important role as in infrastructure. The inventory in your own data center is crucial when answering the question of which technologies can be used in the medium term. The awareness gained in the process often leads to a grounding, also in management: Those who like to talk very loudly about AI, for example, quickly become very quiet again after taking a look at their existing IT infrastructure.
Since the beginning of 2025, we have been seeing the launch of one amazing model after another – from DeepSeek-R1 and o3-mini to Grok 3 and Claude 3.7 Sonnet. The latest addition to this ever-expanding list of advanced AI models is the much-awaited OpenAI GPT-4.5. This new model in the GPT series brings Vibe Check […] The post Everything You Need to Know About OpenAIs GPT-4.5 appeared first on Analytics Vidhya.
AWS re:Invent 2024, the flagship annual conference, took place December 26, 2024, in Las Vegas, bringing together thousands of cloud enthusiasts, innovators, and industry leaders from around the globe. This premier event showcased groundbreaking advancements, keynotes from AWS leadership, hands-on technical sessions, and exciting product launches. Analytics remained one of the key focus areas this year, with significant updates and innovations aimed at helping businesses harness their data more
Documents are the backbone of enterprise operations, but they are also a common source of inefficiency. From buried insights to manual handoffs, document-based workflows can quietly stall decision-making and drain resources. For large, complex organizations, legacy systems and siloed processes create friction that AI is uniquely positioned to resolve.
Opkey, a startup with roots in ERP test automation, today unveiled its agentic AI-powered ERP Lifecycle Optimization Platform, saying it will simplify ERP management, reduce costs by up to 50%, and reduce testing time by as much as 85%. If you look at a lot of ERP project failures, the problem is not the ERP itself, says Pankaj Goel, CEO and co-founder of Opkey.
Over the past few decades, computer vision has undergone a dramatic evolution. What started with simple handwritten digit recognition models, such as those used for MNIST, has now blossomed into a rich ecosystem of deep architectures powering everything from realtime object detection to semantic segmentation. In this post, I will take you on a journey […] The post 34 Computer Vision Models You Must Know About appeared first on Analytics Vidhya.
Lineos reduces manual tasks and empowers finance teams to boost productivity and uncover hidden potential within their data RALEIGH, N.C. Feb. 26, 2025 insightsoftware , the most comprehensive provider of solutions for the Office of the CFO, today announced the launch of Lineos , a suite of AI-driven capabilities designed to enhance insightsoftwares financial planning and analysis (FP&A), accounting, and operations products.
AI adoption is reshaping sales and marketing. But is it delivering real results? We surveyed 1,000+ GTM professionals to find out. The data is clear: AI users report 47% higher productivity and an average of 12 hours saved per week. But leaders say mainstream AI tools still fall short on accuracy and business impact. Download the full report today to see how AI is being used — and where go-to-market professionals think there are gaps and opportunities.
In a groundbreaking move, Riyadh Air has announced a strategic partnership with IBM to integrate AI across its operations, aiming to establish itself as the worlds first digital-native airline. This collaboration is set to revolutionize the air travel experience by leveraging IBMs WatsonX AI portfolio and consulting services to enhance both guest and employee experiences.
OpenAI has introduced GPT-4.5, an advanced AI model designed to enhance chatbot interactions with improved natural language processing, a richer knowledge base, and better contextual understanding. This latest iteration leverages scaled pre-training and post-training methodologies, making it more adept at recognizing patterns, drawing logical connections, and generating insightful responses.
The DHS compliance audit clock is ticking on Zero Trust. Government agencies can no longer ignore or delay their Zero Trust initiatives. During this virtual panel discussion—featuring Kelly Fuller Gordon, Founder and CEO of RisX, Chris Wild, Zero Trust subject matter expert at Zermount, Inc., and Principal of Cybersecurity Practice at Eliassen Group, Trey Gannon—you’ll gain a detailed understanding of the Federal Zero Trust mandate, its requirements, milestones, and deadlines.
In recent years, the conversation surrounding industrialization has often focused on the idea that manufacturing belongs to the past. But, in todays rapidly evolving global landscape, manufacturing is not only relevant it is essential for the future. Industrialization refers to the large-scale development of industries, which historically led to economic growth, job creation, and technological advancements.
OpenAI has rolled out the Deep Research feature to all ChatGPT Plus subscribers; previously, it was available only to $200 Pro subscribers. Meanwhile, Elon Musk has made Grok 3, including its DeepSearch feature, free for all X users. This raises the question: is it worth investing $20 in a ChatGPT subscription, or can Grok 3 […] The post OpenAI vs Grok 3: Which is Better for Deep Research?
Gartner Data & Analytics Summit is a must-attend event for Data Leaders and experts. The yearly conference is packed with insightful sessions, thought-leading keynote speakers, and networking opportunities. To kick off the conference season Octopai and Cloudera will be attending and sponsoring the Gartner D&A Orlando event from March 3-5 in Orlando Florida.
Speaker: Ben Epstein, Stealth Founder & CTO | Tony Karrer, Founder & CTO, Aggregage
When tasked with building a fundamentally new product line with deeper insights than previously achievable for a high-value client, Ben Epstein and his team faced a significant challenge: how to harness LLMs to produce consistent, high-accuracy outputs at scale. In this new session, Ben will share how he and his team engineered a system (based on proven software engineering approaches) that employs reproducible test variations (via temperature 0 and fixed seeds), and enables non-LLM evaluation m
Tired of 'it works on my machine' problems? Learn the top 10 Docker commands every data engineer needs to build, deploy, and scale projects like a pro!
AI continues to shape industries worldwide, but misconceptions and regulatory uncertainty often hinder adoption. In a 2024 Product Days session, AI experts Fabrice Ciais , Director of AI at PwC UK, and Jacob Beswick , Director of AI Governance Solutions at Dataiku , debunked common AI myths, exploring AI trustworthiness and preparing for the European Union's AI Act.
Imagine you are building a customer support AI that needs to answer questions about your product. Sometimes it needs to pull information from your documentation, while other times it needs to search the web for the latest updates. Agentic RAG systems come in handy in such types of complex AI applications. Think of them as […] The post Building Agentic QA-RAG Using Haystack Framework appeared first on Analytics Vidhya.
In the accounting world, staying ahead means embracing the tools that allow you to work smarter, not harder. Outdated processes and disconnected systems can hold your organization back, but the right technologies can help you streamline operations, boost productivity, and improve client delivery. Dive into the strategies and innovations transforming accounting practices.
Web applications are powerful tools that help organizations make data-driven decisions. However, developing and deploying them often requires a diverse set of skills, from front-end development to backend architecture and machine learning integration.
Boosting image search capabilities has become a critical focus in the realm of digital asset management, e-commerce, and social media platforms. With the ever-increasing volume of visual content generated daily, the need for efficient and accurate image retrieval systems is more pressing than ever. Enter SigLIP 2 (Sigmoid Loss for Language-Image Pre-Training), a state-of-the-art multilingual […] The post Boosting Image Search Capabilities Using SigLIP 2 appeared first on Analytics Vidhya.
AI is transforming how senior data engineers and data scientists validate data transformations and conversions. Photo by Markus Spiske on Unsplash Introduction Senior data engineers and data scientists are increasingly incorporating artificial intelligence (AI) and machine learning (ML) into data validation procedures to increase the quality, efficiency, and scalability of data transformations and conversions.
ZoomInfo customers aren’t just selling — they’re winning. Revenue teams using our Go-To-Market Intelligence platform grew pipeline by 32%, increased deal sizes by 40%, and booked 55% more meetings. Download this report to see what 11,000+ customers say about our Go-To-Market Intelligence platform and how it impacts their bottom line. The data speaks for itself!
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