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Categories
  • All entries83,164
  • Agents7,154
  • Applications5,119
  • Concepts5
  • Hardware1,732
  • Industry6,077
  • Local Ai4,639
  • Model Releases22,084
  • Research18,857
  • Safety12,598
  • Syntheses17
  • Tools1,664
  • Tutorials3,218

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12Categories

Knowledge catalogue

Search: “databricks”

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309 results
Industry

Using observability data to prevent incidents

DGX agent

This article discusses how organizations can leverage observability data—including metrics, logs, and traces—to proactively identify and prevent incidents before they impact systems and users. It like

industrydatabricks
22 May 2026
Tutorials

A CFO’s guide to managing value-based care financial performance

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Paper
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DGX agent

This guide provides Chief Financial Officers with strategies for financial management and performance optimization in value-based care models, which shift healthcare reimbursement from volume-based to

tutorialsdatabricks
19 May 2026
Agents

From manual to autonomous: how AI agents are transforming electric grid operations

DGX agent

AI agents are automating traditional manual processes in electric grid operations, improving efficiency and response times for grid management tasks. These autonomous systems leverage machine learning

agentsdatabricks
14 May 2026
Industry

Clinical operations intelligence belongs on the Lakehouse

DGX agent

Clinical operations intelligence in healthcare can be effectively managed and analyzed using a lakehouse architecture, which combines the benefits of data lakes and data warehouses. This approach enab

industrydatabricks
13 May 2026
Applications

Data quality is the AI strategy

DGX agent

Data quality is a foundational component of effective AI strategy, as high-quality training and operational data directly impacts model performance, reliability, and business outcomes. The article lik

applicationsdatabricks
13 May 2026
Industry

The Rosetta stone of CPS: Claroty’s AI-powered library

DGX agent

Claroty developed an AI-powered library that serves as a translation tool for industrial control system (CPS) protocols and communications, helping security teams understand and analyze diverse indust

industrydatabricks
13 May 2026
Industry

Operating room utilization is hiding in your scheduling data

DGX agent

This article explores how healthcare organizations can uncover insights about operating room efficiency and utilization rates by analyzing scheduling data, likely demonstrating techniques for identify

industrydatabricks
8 May 2026
Industry

Mean time to detect is a data access problem

DGX agent

Mean time to detect (MTTD) is fundamentally constrained by data access capabilities, as organizations cannot identify security incidents or anomalies faster than they can query and analyze their data.

industrydatabricks
7 May 2026
Industry

The AI Scaling Gap Hiding in Digital Native Companies

DGX agent

Digital native companies often face significant challenges in scaling AI systems beyond initial proof-of-concept stages, despite their technical advantages and cloud infrastructure. The article examin

industrydatabricks
5 May 2026
Industry

The Federal Data Paradox: Rich in Data, Poor in Access

DGX agent

The Federal Data Paradox examines how U.S. federal agencies accumulate vast amounts of data but face significant barriers to accessing and utilizing it effectively. The article likely discusses challe

industrydatabricks
1 May 2026
Industry

The Turbine That Tried to Tell You It Was Failing

DGX agent

This article likely discusses predictive maintenance and failure detection in industrial turbines, examining how data analytics and machine learning can identify warning signs before catastrophic fail

industrydatabricks
30 Apr 2026
Applications

Why Your OEE Dashboard Is Lying to You

DGX agent

Overall Equipment Effectiveness (OEE) dashboards often present misleading metrics due to data quality issues, incomplete visibility into production factors, or misalignment between how OEE is calculat

applicationsdatabricks
30 Apr 2026
Applications

Tomorrow we go live with @Replit CTO @lhchavez to nerd out on how they approach security at the platform and individual project level. 🔐 If…

DGX agent

Tomorrow we go live with @Replit CTO @lhchavez to nerd out on how they approach security at the platform and individual project level. 🔐 If you're a professional vibe coder focused on building softwar

applicationsreplit--x
27 Apr 2026
Tutorials

AI App Development: Guide To Building AI-Powered Apps

DGX agent

This guide covers the fundamentals and best practices for developing AI-powered applications, likely including key stages from ideation through deployment, technology stack considerations, and integra

tutorialsdatabricks
22 Apr 2026
Applications

How FSIs eliminate silos between clients, operations, and finance

DGX agent

Financial services institutions (FSIs) traditionally rely on fragmented, siloed systems — such as portfolio platforms, reconciliation software, and ERP tools — that prevent client-facing, operation...

applicationsdatabricks
8 Apr 2026
Agents

What are Agentic Workflows?

DGX agent

**Agentic Workflows** enable automated systems to execute complex tasks by orchestrating multiple agents that interact with each other and external services. They delegate subtasks, monitor progress,

agentsdatabricks
6 Aug 2026
Agents

How agentic AI can help telecom finance teams protect the margin when every moment matters

DGX agent

Agentic AI empowers telecom finance teams to preserve margins by rapidly detecting and preventing revenue leakage across billing, provisioning, and cost‑allocation processes. The technology automates

agentsdatabricks
29 Jul 2026
Tutorials

AI customer service: strategy, agents, and solutions guide

DGX agent

This guide explains how AI customer service operates, focusing on the use of AI agents and sentiment analysis to interpret and respond to customer interactions. It provides practical instructions for

tutorialsdatabricks
27 Jul 2026
Agents

Why A Frontier Data Agent Outperforms General Coding Agents in Quality and Cost

DGX agent

Genie Code surpasses three leading coding agents on more than 400 real‑world coding tasks, achieving the highest accuracy among the compared solutions. It also reduces cost by roughly 50 % per task an

agentsdatabricks
23 Jul 2026
Agents

How Retail Finance teams are using Agentic AI to protect omni-channel margins

DGX agent

Retail Finance teams are increasingly deploying agentic AI to safeguard omni‑channel margins. These systems automatically monitor sales performance, forecast demand, and adjust pricing or inventory co

agentsdatabricks
14 Jul 2026
Industry

The ambulatory intelligence gap

DGX agent

The article discusses the disparity between healthcare organizations' capabilities in leveraging data and AI for ambulatory care versus inpatient settings, highlighting how ambulatory providers often

industrydatabricks
10 Jul 2026
Tutorials

How to Evaluate an Enterprise Analytics Platform

DGX agent

This guide provides criteria and best practices for assessing enterprise analytics platforms, likely covering key evaluation factors such as scalability, performance, integration capabilities, ease of

tutorialsdatabricks
8 Jul 2026
Industry

How Imperial College London is accelerating dementia research with a modern data platform

DGX agent

Imperial College London is leveraging a modern data platform to accelerate dementia research by enabling faster analysis of large-scale datasets and improved collaboration among researchers. The platf

industrydatabricks
7 Jul 2026
Industry

What To Look For in a Serverless Database for AI Applications

DGX agent

A serverless database for AI applications should prioritize scalability, low latency, and seamless integration with machine learning workflows, eliminating the need for infrastructure management. Key

industrydatabricks
25 Jun 2026
Industry

End-to-End RAG Workflow: How Retrieval Augmented Generation Works

DGX agent

Retrieval Augmented Generation (RAG) is a technique that combines information retrieval with generative AI to enhance model outputs by fetching relevant external documents or data before generating re

industrydatabricks
23 Jun 2026
Industry

DataOps Strategy for Modern Data Engineering

DGX agent

DataOps is a set of practices and tools that apply DevOps principles to data engineering, focusing on automating data pipelines, improving data quality, and enabling faster iteration cycles. The strat

industrydatabricks
22 Jun 2026
Applications

Beyond parsing X12: Closing the gap for revenue cycle workflows in healthcare

DGX agent

This article discusses how healthcare organizations can move beyond basic X12 EDI parsing to implement more comprehensive revenue cycle management workflows using data analytics platforms. It likely a

applicationsdatabricks
2 Jun 2026
Industry

Winning under CMS TEAM: Building the learning health system to realize success in VBC today and tomorrow

DGX agent

This resource discusses how healthcare organizations can build learning health systems to succeed under CMS TEAM (Transforming Episode Accountability Models) and advance value-based care (VBC) initiat

industrydatabricks
29 May 2026
Applications

What’s new in Unity AI Gateway: service policies, guardrails, observability, and cost controls for AI agents and MCPs

DGX agent

Unity AI Gateway introduces new enterprise features including service policies, guardrails, observability tools, and cost controls designed to manage and monitor AI agents and Model Context Protocols

applicationsdatabricks
19 May 2026
Industry

Why AI Security Infrastructure is Now a CMO Priority

DGX agent

Chief Marketing Officers are increasingly prioritizing AI security infrastructure due to growing risks around data protection, model integrity, and regulatory compliance in AI systems. Organizations m

industrydatabricks
19 May 2026
Applications

Predictive quality starts where defect detection stops

DGX agent

Predictive quality extends beyond traditional defect detection by using data analytics and machine learning to anticipate quality issues before they occur rather than simply identifying existing defec

applicationsdatabricks
11 May 2026
Industry

Addressing HR's widening capacity gap with AI

DGX agent

This article discusses how AI technologies can help Human Resources departments address growing capacity challenges and workload demands. It likely explores how AI tools can automate routine HR tasks,

industrydatabricks
8 May 2026
Industry

Growth Analytics Is What Comes After Growth Hacking

DGX agent

Growth analytics represents the next evolution beyond growth hacking, shifting focus from rapid experimentation and acquisition tactics to data-driven analysis of sustainable growth patterns and custo

industrydatabricks
8 May 2026
Industry

Why telecom churn prediction misses the intervention window

DGX agent

Telecom companies often fail to act on churn predictions within the critical timeframe needed to retain customers, as the lag between model prediction and business intervention allows customers to com

industrydatabricks
8 May 2026
Industry

First-party audience data is the ad sales relationship now

DGX agent

First-party audience data has become central to modern advertising sales relationships, replacing traditional third-party data dependencies as privacy regulations and cookie deprecation reshape the di

industrydatabricks
7 May 2026
Industry

Public health intelligence shouldn't require a data scientist

DGX agent

This article argues for democratizing public health data analytics by making intelligence and insights accessible to non-technical public health professionals without requiring specialized data scienc

industrydatabricks
7 May 2026
Applications

Why Talent Transformation Is the Missing Focus of Enterprise AI

DGX agent

Enterprise AI implementations often fail due to insufficient focus on talent transformation and workforce upskilling, despite heavy investment in technology infrastructure. Organizations need to syste

applicationsdatabricks
7 May 2026
Industry

AI success starts with clean data, not just better models

DGX agent

Data quality is a foundational prerequisite for successful AI applications, often more important than model complexity or sophistication. The article emphasizes that clean, well-organized data directl

industrydatabricks
5 May 2026
Industry

Model Risk Governance Is Not the Same as Risk Intelligence

DGX agent

Model risk governance and risk intelligence are distinct but complementary practices in machine learning operations. Model risk governance focuses on establishing policies, controls, and compliance fr

industrydatabricks
1 May 2026
Industry

Alert Fatigue Is a Business Risk

DGX agent

Alert fatigue occurs when security teams receive excessive alerts, causing them to miss critical threats due to desensitization and reduced response effectiveness. This represents a significant busine

industrydatabricks
30 Apr 2026
Industry

Clinical Trials Run Longer Than They Have To. That's a Patient Problem

DGX agent

This article discusses how clinical trials often extend beyond necessary timelines, which negatively impacts patient access to potentially beneficial treatments and increases development costs. The pi

industrydatabricks
30 Apr 2026
Industry

Network Quality Is a Revenue Problem, Not a Technical One

DGX agent

Network quality issues have direct business and revenue implications beyond just technical performance metrics, requiring organizations to align network reliability with business outcomes and customer

industrydatabricks
30 Apr 2026
Industry

Predicting Readmissions Isn't Enough. Acting in Time Is.

DGX agent

This article emphasizes that healthcare organizations must move beyond simply predicting hospital readmissions to taking timely preventive actions based on those predictions. It likely discusses how m

industrydatabricks
30 Apr 2026
Industry

Shipping Faster isn’t Learning Faster

DGX agent

This article argues that rapid software deployment and iteration do not necessarily translate to faster organizational learning or improved decision-making in data and AI projects. It likely explores

industrydatabricks
30 Apr 2026
Industry

Built In, Not Bolted On: What AI-Native Actually Means in Cybersecurity

DGX agent

AI-native cybersecurity refers to security systems designed with artificial intelligence as a fundamental architectural component rather than as an added afterthought, enabling more effective threat d

industrydatabricks
28 Apr 2026
Industry

Operationalizing AI for public sector fraud prevention

DGX agent

This article discusses the practical implementation of AI systems in government agencies to detect and prevent fraudulent activities, likely covering deployment challenges, best practices, and real-wo

industrydatabricks
28 Apr 2026
Tutorials

Model Risk Management in 2026: A Banker’s Guide to the Revised Interagency Guidance

DGX agent

This guide addresses updated regulatory requirements for model risk management in banking institutions, likely covering the 2026 revisions to interagency guidance issued by banking regulators. It prov

tutorialsdatabricks
25 Apr 2026
Applications

IoT in Manufacturing: Strategy, Components, Use Cases, and Challenges

DGX agent

This article explores the implementation of Internet of Things technology in manufacturing environments, covering strategic approaches, key hardware and software components, practical applications acr

applicationsdatabricks
22 Apr 2026
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