Sat.Apr 26, 2025 - Fri.May 02, 2025

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Why Every Organization Needs a Data Marketplace

Data Virtualization

Reading Time: 3 minutes Data is often hailed as the most valuable assetbut for many organizations, its still locked behind technical barriers and organizational bottlenecks. Modern data architectures like data lakehouses and cloud-native ecosystems were supposed to solve this, promising centralized access and scalability. The post Why Every Organization Needs a Data Marketplace appeared first on Data Management Blog - Data Integration and Modern Data Management Articles, Analysis and Information

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How to Build RAG Systems and AI Agents with Qwen3

Analytics Vidhya

Qwen just released 8 new models as part of its latest family – Qwen3, showcasing promising capabilities. The flagship model, Qwen3-235B-A22B, outperformed most other models including DeepSeek-R1, OpenAI’s o1, o3-mini, Grok 3, and Gemini 2.5-Pro, in standard benchmarks. Meanwhile, the small Qwen3-30B-A3B outperformed QWQ-32B which has approximately 10 times the activated parameters as the new […] The post How to Build RAG Systems and AI Agents with Qwen3 appeared first on Analyt

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How IT leaders use agentic AI for business workflows

CIO Business Intelligence

Were not just automating a handful of manual tasks and processes across a department or two, says Kellie Romack, CDIO at ServiceNow. Wereinfusing AI agents everywhereto reimagine how we work and drive measurable value. Agentic AI is the new frontier in AI evolution, taking center stage in todays enterprise discussion. AI agents topped Forresters 2024 trend list, and Salesforce expects one billion in use by the end of fiscal year 2026.

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Is Your Team in Denial of Data Quality? Here’s How to Tell

DataKitchen

Is Your Team in Denial of Data Quality? Here’s How to Tell In many organizations, data quality problems fester in the shadowsignored, rationalized, or swept aside with confident-sounding statements that mask a deeper dysfunction. While the cost of poor data quality is well-documentedwasted time, lost trust, and flawed decisionsteams often operate in collective denial.

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Mastering Apache Airflow® 3.0: What’s New (and What’s Next) for Data Orchestration

Speaker: Tamara Fingerlin, Developer Advocate

Apache Airflow® 3.0, the most anticipated Airflow release yet, officially launched this April. As the de facto standard for data orchestration, Airflow is trusted by over 77,000 organizations to power everything from advanced analytics to production AI and MLOps. With the 3.0 release, the top-requested features from the community were delivered, including a revamped UI for easier navigation, stronger security, and greater flexibility to run tasks anywhere at any time.

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Amazon OpenSearch Service launches flow builder to empower rapid AI search innovation

AWS Big Data

You can now access the AI search flow builder on OpenSearch 2.19+ domains with Amazon OpenSearch Service and begin innovating AI search applications faster. Through a visual designer, you can configure custom AI search flowsa series of AI-driven data enrichments performed during ingestion and search. You can build and run these AI search flows on OpenSearch to power AI search applications on OpenSearch without you having to build and maintain custom middleware.

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A Guide to Reinforcement Finetuning

Analytics Vidhya

Reinforcement finetuning has shaken up AI development by teaching models to adjust based on human feedback. It blends supervised learning foundations with reward-based updates to make them safer, more accurate, and genuinely helpful. Rather than leaving models to guess optimal outputs, we guide the learning process with carefully designed reward signals, ensuring AI behaviors align […] The post A Guide to Reinforcement Finetuning appeared first on Analytics Vidhya.

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How Data-Driven Insights Are Addressing Gaps in Patient Communication and Equity

Smart Data Collective

Unfortunately, we dont all experience the healthcare system the same way. While the vast majority of patients in the United States have complaints regarding their healthcare options, the actual experiences vary significantlybased largely on cultural or economic grounds.

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5 Open-Source AI Tools That Are Worth Your Time

KDnuggets

Learn five powerful open-source AI tools to boost your projects, save time, and stay ahead in AI innovation.

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Top 5 Tools to Convert PDF into Markdown Effortlessly

Analytics Vidhya

Different formats, such as PPTX, DOCX, or PDF, to Markdown converter is an essential tool for content writers, developers, and documentation specialists. Having the right tools makes all the difference when converting any type of file format into Markdown. Numerous libraries and frameworks make this conversion process almost effortless and efficient.

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What is a cloud architect? A vital role for success in the cloud

CIO Business Intelligence

What does a cloud architect do? Cloud architects are responsible for managing the cloud computing architecture in an organization, especially as cloud technologies grow increasingly complex. Cloud computing architecture encompasses everything involved with cloud computing, including front-end platforms, servers, storage, delivery, and networks required to manage cloud storage.

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Agent Tooling: Connecting AI to Your Tools, Systems & Data

Speaker: Alex Salazar, CEO & Co-Founder @ Arcade | Nate Barbettini, Founding Engineer @ Arcade | Tony Karrer, Founder & CTO @ Aggregage

There’s a lot of noise surrounding the ability of AI agents to connect to your tools, systems and data. But building an AI application into a reliable, secure workflow agent isn’t as simple as plugging in an API. As an engineering leader, it can be challenging to make sense of this evolving landscape, but agent tooling provides such high value that it’s critical we figure out how to move forward.

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Employee Experience: Is Software Helping or Hurting HCM?

David Menninger's Analyst Perspectives

HR software for HCM is supposed to be the great enabler of a better employee experience. It promises to streamline processes, create seamless engagement and elevate the workplace into something dynamic, personalized and intuitive. Yet, for many organizations, the reality is far from the promise. Instead of making work better, HR software often becomes a tangled web of disconnected tools, frustrating interfaces and rigid automation that strip away the human element.

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10 Essential Data Cleaning Techniques Explained in 12 Minutes

KDnuggets

Clean your data like a pro with these 10 essential techniques packed into a 12-minute crash course.

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5 Reasons Why AI Agents Won’t Work For Your Business

Aryng

Most AI agents failnot because the tech isnt powerful, but because its misapplied. In this blog, we unpack five key reasons AI agents dont work for most businesses: lack of goal alignment, poor customization, weak integration, short-term thinking, and ignoring the human element. Learn why off-the-shelf agentic AI often falls short and how Aryngs strategy-first approach, powered by BRAIN and BADIR, helps organizations deploy AI agents that actually deliver results.

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United Airlines’ AI strategy: The airline that makes decisions fastest wins

CIO Business Intelligence

At United Airlines, AI has been a long-term strategic investment, not a recent initiative. While many companies scrambled to adopt AI capabilities during the recent gen AI boom, United had already built the foundation necessary for effective implementation. This forward-thinking approach stems from a clear business philosophy that in the airline industry specifically, the carrier quickest to make complex decisions gains the competitive edge.

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Automation, Evolved: Your New Playbook for Smarter Knowledge Work

Speaker: Frank Taliano

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.

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Infor Shows off AI, Process Mining and MES Advances

David Menninger's Analyst Perspectives

Infor provides industry-specific enterprise software that enhances business performance and operational efficiency. These verticals and related micro-verticals include manufacturing, food and beverage, hospitality, healthcare, distribution and retail. Infor offers applications for enterprise resource planning, supply chain management, customer relationship management and human capital management, among others.

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OpenRouter: A Unified Interface for LLMs

KDnuggets

Explore a marketplace for LLM APIs where you can effortlessly access and pay for top-tier AI models without the usual hassle.

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How AI Agents Transform AML Investigations in Dataiku

Dataiku

Anti-money laundering (AML) investigations are among the most high-stakes, high-volume processes in financial services and theyre notoriously slow, manual, and fragmented. Investigators are stretched thin trying to reconcile Know Your Customer (KYC) records, transaction alerts, graph connections, and external watchlists, all while under regulatory pressure to move fast and document every step.

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The digital mechanics that drive BMW’s latest rollout

CIO Business Intelligence

The countdown is on. BMW plans to launch itsNew Classlineup at the end of this year. So while the electric iX3 is scheduled to roll off at the newly built plant in Debrecen, Hungary, production of the sedan is planned to start next year at BMW HQ in Munich. Accordingly, prep work is proceeding, and those in the thick of it have to ensure ongoing production continues while tomorrows can start smoothly.

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Data Talks, CFOs Listen: Why Analytics Are Key To Better Spend Management

Speaker: Claire Grosjean, Global Finance & Operations Executive

Finance teams are drowning in data—but is it actually helping them spend smarter? Without the right approach, excess spending, inefficiencies, and missed opportunities continue to drain profitability. While analytics offers powerful insights, financial intelligence requires more than just numbers—it takes the right blend of automation, strategy, and human expertise.

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Are Your CX KPIs Built to Measure Outcomes or Activity?

David Menninger's Analyst Perspectives

There are contact centers, and there is customer experience. They are not the same thing, even though we have a tendency to conflate them or at least discuss them in tandem for operational and planning purposes. This is mostly fine, but it does obscure one basic difference that will matter more as enterprises succeed at integrating contact centers into enterprise CX strategies.

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Breaking Out of Beginner: Python Patterns for Intermediate Data Scientists

KDnuggets

Learn to leverage Python patterns like a professional.

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insightsoftware Launches EZLease Lessor: Reduces Risk, Cost, and Complexity for Lessor Accounting

Jet Global

This new solution enables insightsoftware to better serve the unique needs of both lessors and lessees RALEIGH, N.C. April 30, 2025 insightsoftware , the most comprehensive provider of solutions for the Office of the CFO, introduces EZLease Lessor , a lease lifecycle management solution that reduces risk, cost, and complexity for lessors. With this launch, insightsoftware solidifies its position as a trusted partner capable of managing both sides of the lease accounting equation.

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How to win at AI: think like a systems designer, not a tech shopper

CIO Business Intelligence

I spoke with IDCs Katie Norton, Research Manager, DevSecOps and Software Supply Chain Security , at IDCs 60th annual Directions conference. As an industry analyst Katie spends her life working with and advising senior IT decision makers around technologies such as agentic AI, sharing her deep domain expertise. You can watch our conversation here , or via the YouTube player below.

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State of AI in Sales & Marketing 2025

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.

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Headless BI and Data Democratization Enables AI and Data-Driven Enterprises

David Menninger's Analyst Perspectives

In an earlier Analyst Perspective , I discussed data democratizations role in creating a data-driven enterprise agenda. Building a foundation of self-service data discovery , data-driven organizations provide more workers with the ability to analyze and use data. Ive also examined how generative artificial intelligence (GenAI) could revolutionize business intelligence software by using natural language interfaces to lower the barriers to working with analytics software.

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Case Study – Augmented Analytics Solution for India Powertrain and Sustainable Solutions Engineering Company

Smarten

The Client is a prominent engineering company in India, renowned for its extensive history. For over 160 years the Client has delivered bespoke design engineering and precision manufacturing solutions, specializing in enabling seamless motion across industries that include automotive, agriculture, marine, light construction, firefighting, and railways.

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FireDucks: An Accelerated Fully Compatible Pandas Library

KDnuggets

Swiftly process your data without hassle with Pandas-like APIs.

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Boosting SMS Marketing Efficiency with AI Automation

Smart Data Collective

AI lets brands save hours each week while improving SMS delivery, timing, and engagement.

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How to Achieve High-Accuracy Results When Using LLMs

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

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Addressing Overwhelm in Enterprise Security Leadership

David Menninger's Analyst Perspectives

In an era defined by the relentless advance of cyber threats, enterprise security leaders grapple with an overwhelming landscape. Enterprises face complex challenges as sophisticated attacks and increasing responsibilities stretch security teams thin. Many describe daily experiences as perpetual "firefighting," trapped in cycles of reacting to incidents rather than developing proactive strategies to fortify defenses.

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Identifying and Tracking Key Financial Performance Indicators in the AEC Industry

Paris Technologies

Discover essential financial KPIs for AEC firms and how PARIS Techs analytics platform turns real-time data into strategic, profit-boosting insights.

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Analyzing JSON Data with DuckDB & SQL

KDnuggets

Tired of wrangling JSON with scripts and regex? DuckDB lets you run SQL queries on JSON files, making structured and semi-structured data analysis a breeze.

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Download the ‘AI-Savvy IT Leadership Strategies’ Enterprise Spotlight

CIO Business Intelligence

AI is requiring a reset for CIOs and other IT leaders in how they lead both their technical and business strategies and execution approaches. Here, we explore some of the implications of artificial intelligence on IT leadership.

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Zero Trust Mandate: The Realities, Requirements and Roadmap

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.