Is Looker the Right BI Investment for Your Enterprise?
Is Looker worth the investment for your enterprise? Explore pricing, ROI, hidden costs, and a practical decision checklist — learn more before you commit budget.
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Talk to our teamCommon BI Migration Failures and How to Avoid Them
A practical review of BI migration risks, including gaps in metric logic, testing, governance, and user adoption when moving to Looker.
Read articleConversational BI Implementation in Looker: Step-by-Step Guide
A six-step implementation framework for Conversational BI in Looker, covering semantic modeling, governance, and user adoption.
Read articleNatural Language Query in Looker: How Business Users Access Data Faster
How Natural Language Query in Looker can support governed business questions, with the LookML model and semantic layer as the foundation.
Read articleWhat is conversational analytics?
Master conversational analytics with SquareShift. Discover how AI-driven natural language queries and BI provide real-time data insights for faster decisions.
Read articleConversational Analytics Tools Compared: Where Looker Fits
A comparison of conversational analytics approaches, including governed metrics, natural-language queries, and integration with business workflows.
Read articleConversational Analytics in Looker: Use Cases by Industry
How banking, retail, and SaaS teams can use conversational analytics in Looker to query governed business data.
Read articleConversational Analytics in Looker for Business Users
How conversational analytics changes what business users can ask in Looker, and why the semantic layer must support reliable answers.
Read articleAI-Driven Analytics in Looker: Conversational AI for Business Users
How AI-driven analytics in Looker lets business users ask questions in natural language while working with governed data.
Read articleConversational Analytics in Looker: A Complete Business Guide
A practical guide to Conversational Analytics in Looker, including architecture, governance, data agents, use cases, and adoption.
Read articleHow to Use Looker Studio Templates to Build Dashboards Faster
How to use Looker Studio templates, replace data sources, and adapt reports for recurring dashboard needs.
Read articlePeriod-over-Period Analysis in Looker: YoY, MoM, and QoQ
How to use Period-over-Period analysis in Looker for YoY, MoM, and QoQ comparisons without manual calculations.
Read articleHow to Use Data History Playback in Looker to Visualize Change Over Time
How to use Data History Playback in Looker to review changes over time and identify trends in an interactive chart.
Read articleHow to Use Forecasting in Looker: A Step-by-Step Guide to Predict Future Trends
A step-by-step guide to using Looker Forecasting to estimate future values and review forecast assumptions in a dashboard.
Read articleHow to Use Looker Studio Community Visualizations for Custom Data Reporting
How to add and configure Looker Studio Community Visualizations for custom charts and reporting.
Read articleHow to Use the Looker-Excel Connector for Direct Data Access in Microsoft Excel
A technical guide to connecting Looker and Microsoft Excel, including Looker Explores and ODBC configuration.
Read articleHow AI Is Changing Business Intelligence
An overview of practical AI applications in business intelligence, from natural-language querying to automated insight generation.
Read articleHow to Transition from Tableau or Power BI to Looker
A practical guide to moving from Tableau or Power BI to Looker while preserving business logic, validating data, and supporting user adoption.
Read articleThe Next Chapter of Enterprise Business Intelligence with Looker
Discover how organizations modernize analytics with Looker. Read our thought leadership blog and join the Google Cloud webinar to explore migration strategies.
Read articleHow Looker Conversational Analytics Transforms Decision-Making
How Looker Conversational Analytics can answer governed business questions in natural language and support faster, more consistent decisions.
Read articleBuilding Confidence with Modern Business Intelligence
How modern business intelligence can improve trust in data, support adoption, and give leaders consistent measures for decisions.
Read articleTableau vs Looker: A Practical Comparison for BI Leaders
Compare Tableau and Looker across governance, modelling, deployment, scale, and operating fit.
Read articleElasticsearch: Use Cases and Benefits
Examples of Elasticsearch use in search, observability, security, and analytics, with the operational trade-offs to consider.
Read articleHow to Delete an Index in Elasticsearch Safely
A technical guide to deleting an Elasticsearch index with REST API, Kibana, and ILM while checking recovery and data-loss risks.
Read articleHow Managed Elasticsearch Supports a SaaS Search Operation
A case-based look at using managed Elasticsearch to support search scale, performance, cost control, and operational work.
Read articleData Governance for Trustworthy AI on Google Cloud
A data governance framework for AI workloads on Google Cloud, covering quality, access, traceability, and compliance controls.
Read articleOpenSearch vs Elasticsearch: Key Differences for Technical Leaders
Compare OpenSearch and Elasticsearch across licensing, features, operations, performance, and platform fit.
Read articleA Practical Guide to Tableau-to-Looker Migration
A structured approach to migrating dashboards, metrics, permissions, and user workflows from Tableau to Looker.
Read articleElastic vs. Weaviate for AI Search
A comparison of Elastic and Weaviate across architecture, search capabilities, scalability, and hybrid retrieval.
Read articleCommon Challenges in a Tableau-to-Looker Migration
A practical review of migration risks involving data models, metric definitions, dashboards, testing, and user adoption.
Read articleE-commerce Internal Search Optimization: Turning Queries into Conversions
How internal e-commerce search affects product discovery, conversion, average order value, and customer insight.
Read articleHow to Optimize Looker Performance at Scale
Practical strategies for improving Looker performance on large data workloads through modelling, query, and cache design.
Read articleHow to Recreate Tableau Dashboards in Looker | Design Tips & Best Practices for Smooth Migration
Learn how to effectively recreate Tableau dashboards in Looker with practical design tips, proven techniques, and best practices to ensure smooth migration and impactful data visualization.
Read articleHow to Ensure Data Accuracy and Integrity When Migrating to Looker
A practical approach to preserving data accuracy, business logic, and test coverage during a Tableau-to-Looker migration.
Read articleLangfuse Self-Hosting: Docker Compose Deployment and LLM Observability
A technical guide to self-hosting Langfuse with Docker Compose or a virtual machine, including prompt management and LLM observability.
Read articleLangfuse for LLM Observability and Production Debugging
How Langfuse supports LLM observability through tracing, prompt versioning, RAG debugging, evaluation, and cost analysis.
Read articleAutoML vs. Custom Models for Forecasting in Vertex AI
Compare AutoML Forecasting and custom models in Vertex AI. Learn when to use each, their limitations, and how a hybrid forecasting pipeline improves accuracy and scalability.
Read articleDeveloping with Vertex AI Pipelines
Learn how to build a production-ready Vertex AI Pipelines development environment using reusable Python libraries, Docker images, local testing, and CI/CD on Google Cloud.
Read articleAI Resolve X: Applying Generative AI to Vulnerability Management
An overview of AI Resolve X and its use of generative AI to support vulnerability triage, remediation, and security operations.
Read articleCloud FinOps: Building Financial Discipline in the Cloud
How FinOps teams improve visibility, accountability, and cost control across cloud workloads.
Read articleBuild a Slack Bot with Google AgentSpace
A technical guide to integrating a Slack bot with Google AgentSpace using the Deno Slack SDK and Google OAuth.
Read articleManaging BigQuery ML Pipelines with MLflow
A developer guide to tracking BigQuery ML models with MLflow and structuring repeatable pipelines for GA4 analytics.
Read articleThe Tableau to Looker Migration Accelerator
How the SquareShift Accelerator maps Tableau workbooks to Looker, standardizes metrics, and identifies exceptions for review.
Read articleBuilding Custom AI Agents with Google AgentSpace
A practical guide to building and deploying custom agents with Google AgentSpace, the Agent Development Kit, and Gemini.
Read articleGoogle AgentSpace: Connecting Third-Party Data Sources
How Google AgentSpace connects systems such as Jira, SharePoint, and Salesforce while preserving source permissions and supporting enterprise search.
Read articleLangChain MCP Integration for Multi-Tool AI Agents
How to integrate LangChain with Anthropic MCP tools, including server connections, tool orchestration, and agent design.
Read articleEnterprise Data Retrieval with Google AgentSpace
How Google AgentSpace can retrieve information from native and Workspace sources while respecting source permissions.
Read articleBuilding a Reflection Agent for Iterative Text Generation
How a reflection loop can generate, critique, and revise short text with LangChain and LangGraph.
Read articleBuild an Elasticsearch Agent with LangGraph and Gemini
A technical guide to translating natural-language requests into Elasticsearch queries with LangGraph and Gemini.
Read articleGoogle AgentSpace: Enterprise Search, Data Access, and AI Agents
An overview of how Google AgentSpace connects enterprise data, search, Gemini models, and governed AI agents in one working environment.
Read articleHybrid AI for Time-Series Forecasting: Combining ML and Generative AI
How traditional machine learning and generative AI can be combined to support time-series forecasting and forecast explanation.
Read articleCMOs Need Agile Dashboards, Not Delays in Adding Metrics
A governed semantic layer can reduce the time required to add marketing metrics and give leaders faster access to trusted performance data.
Read articleWhy CMOs Rely on Looker to Convert Marketing Data Into Revenue
How CMOs can use Looker, governed metrics, and timely marketing data to support go-to-market decisions.
Read articleBuilding a Unified Marketing Data Source with Looker
How Looker can centralize marketing metrics and reduce inconsistency across channel, campaign, and revenue reporting.
Read articleWhy Customer Segmentation Fails and How CMOs Can Improve It
Common causes of weak customer segmentation and practical steps for improving data quality, definitions, and activation.
Read articleA Shared BI Foundation for Marketing and Finance
How governed BI helps marketing and finance teams use common definitions, current data, and consistent measures.
Read articleGo-to-Market Dashboard: Prove, Optimize, and Win as a Modern CMO
How a governed go-to-market dashboard can align campaign, sales, and finance data so CMOs can review performance and adjust investment sooner.
Read articleHow Looker Gives Marketing Teams Governed Self-Service
How Looker can give marketing teams shared definitions, governed access, and consistent reporting for campaign decisions.
Read articleTurn Marketing Losses into Insights Fast with Looker for CMOs
How CMOs can use Looker to examine underperforming campaigns, identify causes, and improve the next decision.
Read articleUsing Looker for Real-Time Go-to-Market Decisions
How governed metrics and timely warehouse data can support campaign, pipeline, and go-to-market decisions in Looker.
Read articleTableau to Looker Migration: Modern BI for Marketing Leaders
How a Tableau-to-Looker migration can give marketing leaders governed metrics, faster analysis, and a shared view of performance.
Read articleA CMO’s Case for Real-Time Marketing Analytics with Looker
A practical account of how a marketing team used Looker to align performance metrics, reduce reporting delay, and improve executive decision support.
Read articleLooker and Tableau for Marketing Analytics
Discover why CMOs are moving past Tableau to Looker + BigQuery for real-time marketing analytics, faster campaign insights, and self-serve dashboards.
Read articleUnified Marketing Analytics for Financial Services
How financial services marketing teams can use Looker to align campaign, customer, and revenue reporting.
Read articleBenchmarking Full-Text Search with Elasticsearch LogsDB
A benchmark of full-text search performance in Elasticsearch LogsDB mode compared with a standard index configuration.
Read articleCompare LogsDB vs Standard Mode: Benchmarking Elasticsearch Storage Efficiency
A benchmark comparison of Elasticsearch LogsDB and Standard index modes, with attention to storage and logging workloads.
Read articlePredictive Marketing Analytics with GA4 and Google Ads
How GA4, Google Ads, and machine learning can support intent modeling, audience selection, and marketing measurement.
Read articleHow to Fix Ad Budgets | Predictive Audience Segmentation to Optimize Ad Spend | IBQML | Predictive Analytics f
Struggling with wasted ad budgets? Learn how IBQML uses predictive
audience segmentation to optimize ad spend, improve ROAS, and reduce guesswork. Learn
more.
Read articleDemand Forecasting with BigQuery ML for Inventory Planning
How BigQuery ML can support demand forecasts for inventory and supply-chain planning using historical and operational data.
Read articleCampaign Optimization with BigQuery and Looker
How BigQuery and Looker can combine campaign data, governed metrics, and timely performance views for marketing decisions.
Read articleBuilding Multimodal AI Applications with Gemini 2.0 Flash
A technical introduction to building multimodal applications with Gemini 2.0 Flash in Google AI Studio.
Read articleAdvanced Change Data Capture Techniques in Snowflake
A technical guide to change data capture in Snowflake, including connection management, incremental snapshots, and cleanup.
Read articleLean Project Management: Principles and Practical Use
An introduction to lean project management, including flow, waste reduction, and practical delivery controls.
Read articleAutomate Legal Document Summarization Using TensorFlow on Google Cloud
A technical overview of document summarization with TensorFlow on Google Cloud, including the architecture and implementation considerations.
Read articleHR Guide to Supporting Mental Health at Work
Practical guidance for HR teams on supporting employee mental health, reducing burnout, and improving access to help.
Read articleManaging Multi-Team Projects: Practical Coordination Practices
Practical guidance for coordinating teams, dependencies, decisions, and delivery across a large software or transformation programme.
Read articleGoogle's window.ai: Redefining Offline AI Capabilities for a more informed Future
An overview of Google's window.ai and its implications for browser-based, offline AI processing.
Read articleChange Data Capture to Snowflake from PostgreSQL, MySQL, and MongoDB
A technical guide to capturing database changes and streaming them to Snowflake from PostgreSQL, MySQL, and MongoDB.
Read articleAgile Methods for Project Managers
A practical overview of agile methods, planning routines, and delivery practices for project managers.
Read articleUsing Gantt Charts for Project Planning
How Gantt charts represent tasks, dependencies, and timelines to support project planning and coordination.
Read articleBuilding E-commerce Product Recommendations with BigQuery ML
How to build product recommendations with BigQuery ML using customer behaviour, purchase history, and warehouse-native machine learning.
Read articleOperating Self-Hosted AI Models Online
Key design considerations for serving self-hosted AI models, including scalability, privacy, networking, and operational control.
Read articleSales Forecasting with BigQuery ML
How to use BigQuery ML for sales forecasting, including model selection, evaluation, and common planning use cases.
Read articleA Multi-Agent Travel Assistant with Vertex AI
A technical overview of a travel assistant that combines Vertex AI, conversational workflows, and external travel APIs.
Read articleHow to Evaluate a RAG Application and Reduce Unsupported Answers
A practical evaluation framework for retrieval-augmented generation applications, covering retrieval quality, answer grounding, and test cases.
Read articleUsing TensorFlow and PaLM 2 in a Google Cloud Architecture
An overview of integrating TensorFlow and PaLM 2 in a Google Cloud migration architecture, with attention to availability, reliability, and cost.
Read articleJavaScript Visualization Libraries: D3.js, Chart.js, and Plotly.js
A comparison of D3.js, Chart.js, and Plotly.js, including their strengths, trade-offs, and suitable use cases.
Read articleJavaScript Visualization Libraries: Three.js and ECharts
An overview of Three.js and ECharts, with guidance on choosing between 3D rendering and chart-focused visualization.
Read articleFlow vs PureScript: A Practical Comparison
Compare Flow and PureScript across type checking, functional programming, interoperability, and project fit.
Read articleTypeScript vs Babel: A Practical Comparison
Compare TypeScript and Babel across type checking, transpilation, compatibility, and project configuration.
Read articleSWC vs Traceur: A Practical Comparison
Compare SWC and Traceur across compilation approach, performance considerations, and project compatibility.
Read articleAI-Assisted Inventory Management for d.light
How d.light used AI-assisted inventory management to improve stock visibility and operational planning.
Read article50 AI Tools for Professional Use in 2025
A structured overview of AI tools for research, development, content, operations, and analysis, with context for selecting them.
Read articleElastic vs. Splunk for Observability
A comparison of Elastic and Splunk across observability features, operating model, scalability, and cost considerations.
Read articleUsing Elastic Observability to Improve System Reliability
How Elastic Observability combines logs, metrics, traces, and alerts to support incident detection and service reliability.
Read articleEvaluating Agentic Architectures in Generative AI
A framework for evaluating agentic systems across task decomposition, tool use, reliability, latency, and operational controls.
Read articleUnderstanding MVC Framework: Architecture, Benefits & Use Cases
An overview of the Model-View-Controller pattern, its separation of concerns, and the situations in which it remains useful for web applications.
Read articleModern PWA Architecture: A Fresh Take on Speed, UX & Offline Access
A practical review of Progressive Web App architecture for faster loading, offline support, and reliable cross-device experiences.
Read articleMVVM for Application Design: Separating State, Logic, and Views
A practical introduction to the MVVM pattern for separating application state, presentation logic, and user-interface code.
Read articleSentiment Analysis with BigQuery and Vertex AI
A practical overview of sentiment analysis with BigQuery and Vertex AI, from text preparation to scalable model execution.
Read articleSSR vs SSG: Enhancing Web Performance with Speed and Simplicity
Compare Server-Side Rendering (SSR) and Static Site Generation (SSG) to understand their impact on speed, simplicity, SEO, and scalability for modern web development.
Read articleFlux and Redux: Understanding Unidirectional Data Flow
A comparison of Flux and Redux, with a focus on state management, data flow, and practical use in web applications.
Read articlePlaywright's Language Support and Unified Test Platform
How Playwright's language support and unified tooling help teams standardize end-to-end testing.
Read articleFraud Detection with BigQuery ML
A practical guide to using BigQuery ML for fraud signals, anomaly detection, model evaluation, and risk workflows.
Read articleConfiguring the MySQL Debezium Connector for CDC
A technical guide to configuring Debezium to capture MySQL changes for downstream data processing.
Read articleDebugging Playwright Tests in CI/CD
How Playwright's built-in debugging tools support reliable test diagnosis in continuous integration and delivery pipelines.
Read articleSimplify Shadow DOM & iFrame Testing with Playwright
A practical guide to testing Shadow DOM and iframe content with Playwright, including selectors, isolation, and reliable test execution.
Read articleHow to Evaluate Retrieval-Augmented Generation Systems
How to assess RAG systems for retrieval quality, answer quality, latency, cost, and failure modes.
Read articleCustomer Segmentation with Looker and BigQuery
How Looker and BigQuery support repeatable customer segmentation for targeted marketing and measurement.
Read articlePractical Guide to Building Applications with Large Language Models (LLMs)
A practical guide to the architecture, deployment, evaluation, and operation of applications powered by large language models.
Read articleHow LangChain Could Transform the Future of AI Workflow Automation
A technical overview of LangChain components for building applications that connect language models to tools, data, and multi-step workflows.
Read articlePredicting Customer Churn with BigQuery ML
A practical overview of churn prediction with BigQuery ML, including data preparation, model evaluation, and retention use cases.
Read articleAdvanced Playwright APIs for Test Automation
A practical review of Playwright APIs for fixtures, browser control, test isolation, and automation at scale.
Read articleLarge Language Models: Applications and Ethical Considerations
An overview of common large language model applications, operational risks, and questions teams should address before deployment.
Read articlePlaywright and Java Selenium: A Practical Comparison
A comparison of Playwright and Java Selenium across browser coverage, waiting behaviour, API testing, and parallel execution.
Read articleElastic AI Observability for System Monitoring
How Elastic AI Observability supports monitoring, root-cause analysis, and operational review for AI-enabled systems.
Read articleOptimizing Data Loading in Snowflake: Batch, Snowpipe & Real-Time Methods
A technical comparison of batch loading, Snowpipe, and Kafka-based streaming for data ingestion into Snowflake.
Read articleLooker and BigQuery: A Powerful Duo for Marketing Analytics Success
An introduction to using Looker and BigQuery together for governed marketing analytics, attribution, segmentation, and performance reporting.
Read articlePropensity Modeling with BigQuery ML
A practical guide to estimating customer propensity with BigQuery ML, from feature preparation to model evaluation and use.
Read articleThe Operational Impact of Generative AI
How generative AI is changing everyday work, decision support, and software-enabled operations.
Read articleElastic Across Search, Observability, and Security
How Elastic supports search, observability, and security use cases from a shared data platform.
Read articleIntegrate Looker with BigQuery for Powerful Data Analytics and Business Intelligence
How to connect Looker and BigQuery to provide governed analytics over warehouse data and support consistent business reporting.
Read articleA Visual Guide to Data Analytics with Elasticsearch
An overview of how Elasticsearch supports search, dashboards, and near-real-time analysis across structured and unstructured data.
Read articleUsing Looker with Generative AI for Business Analysis
How Looker’s governed analytics can provide context for generative AI workflows and support more consistent business analysis.
Read articleDatabase Consistency Checks with New Relic
A practical guide to automated database validation with New Relic, including consistency checks and monitoring across environments.
Read articleAutomated Database Validation with New Relic for Consistency
How automated validation with New Relic can identify database inconsistencies and support repeatable monitoring across environments.
Read articleDeploy to GKE Autopilot with Cloud Build
A technical walkthrough of a Cloud Build pipeline that builds, publishes, and deploys an application to GKE Autopilot.
Read articleGenerative AI in Daily Life: Powering Smarter Tools for Everyday Use
An overview of how generative AI supports voice assistants, recommendations, search, and other everyday digital tools.
Read articleFront-End Architecture Patterns: A Beginner’s Guide
An introduction to common front-end architecture patterns and the trade-offs that affect maintainability, testing, and scale.
Read articleBuilding Multi-Agent Workflows with LangGraph and LangChain
How LangGraph and LangChain can structure multi-agent workflows with explicit state and task transitions.
Read articlePreparing for the Elastic Certified Engineer Exam
A study guide for the Elastic Certified Engineer exam, with preparation steps, practice topics, and exam-oriented advice.
Read articleCloudflare Workers for Edge-Based Backend Applications
A technical overview of Cloudflare Workers, including its execution model, performance characteristics, and suitable use cases.
Read articleChoosing the Right Backend Framework: Why Deno Stands Out for Modern Development
A comparison of Deno with established backend runtimes, including its security model, tooling, and suitable application workloads.
Read articleBun as a Backend Runtime: Capabilities and Trade-offs
An overview of Bun's runtime, tooling, performance characteristics, and suitable use cases for backend development.
Read articleLooker and Slack: Sharing Governed Analytics in Team Workflows
How Looker and Slack can connect governed analytics with the conversations where teams review performance and act.
Read articleLooker Health Checks Guide for Data Teams | Optimize Performance & Insights
How a Looker health check can identify issues in model design, performance, access control, and data quality.
Read articleElasticsearch and OpenSearch: Vendor and Platform Differences
A comparison of Elasticsearch and OpenSearch, focused on distribution, licensing, platform control, and operational fit.
Read articleA Three-Step Framework for Migrating a Database to Google Cloud
Use a three-step framework to assess, plan, execute, and validate a database migration to Google Cloud.
Read articleBest Practices for Building Agent Apps with Vertex AI
Engineering practices for designing, evaluating, and deploying agent applications with Vertex AI.
Read articleWhere Generative AI Is Changing Work and Everyday Life
An overview of how generative AI is being used in creative work, healthcare, business operations, and everyday digital services.
Read articleBuilding a Data Pipeline on Google Cloud
A practical introduction to building a Google Cloud data pipeline with Pub/Sub, Dataflow, and BigQuery.
Read articleLlamaIndex Workflows: Subclassing, Nesting, and Concurrency
A technical guide to extending LlamaIndex workflows with subclassing, nested workflows, and concurrent execution.
Read articleGoogle Cloud Storage Guide for Data Engineers
A practical introduction to Google Cloud Storage for data engineers, including storage classes, access control, and common pipeline patterns.
Read articleComponent-Driven Development for Scalable Application Architecture
How component-driven development supports reusable interfaces, isolated testing, and consistent delivery across application teams.
Read articleThree Google Cloud Services for Data Engineering
An overview of BigQuery, Dataflow, and Pub/Sub and the roles they can play in a Google Cloud data platform.
Read articleEvaluating Generative AI Systems: Series Overview
An introduction to evaluating generative AI systems, including quality, safety, reliability, and operational measures.
Read articleDesigning Multi-Agent Systems on Vertex AI
A technical overview of coordinator and subordinate agents, task routing, and operational considerations on Vertex AI.
Read articleFour Node.js Backend Frameworks Compared
A comparison of Express, Koa, NestJS, and Sails.js for backend application development.
Read articleTroubleshooting Common Elasticsearch Errors
A practical guide to identifying common Elasticsearch errors, checking their causes, and applying targeted fixes.
Read articleFive Reasons to Use Google Cloud for Data Engineering
How Google Cloud supports scalable data pipelines, reliable processing, and governed analytics workloads.
Read articleNo-Code Cloud Platforms: Where They Fit in Application Development
An overview of no-code cloud platforms, their common use cases, and the limits teams should assess before adoption.
Read articleBuilding Elasticsearch Skills Through Practice
A practical study approach for building Elasticsearch skills through repeated query, indexing, and troubleshooting work.
Read articleCrewAI: Features, Architecture, and Use Cases
CrewAI simplifies AI agent collaboration with effective tools and real-world applications. Learn how it works, improve productivity, and see why it's changing AI development - read the full guide now.
Read articleGenerative AI: What It Is and Where It Fits
An introduction to generative AI, its core operating model, and practical considerations for business use.
Read articleBuilding a Search-Driven Business
How enterprise search supports customer experience, employee productivity, analytics, and AI-enabled applications.
Read articleOpenSearch vs Elasticsearch: A Practical Comparison
Compare OpenSearch and Elasticsearch across licensing, performance, ecosystem, and operational fit.
Read articleOptimizing BigQuery Costs with Incremental DBT Models
How incremental dbt models reduce repeated BigQuery processing by updating only new or changed records.
Read articleNext.js vs. Vue.js for Frontend Development
A comparison of Next.js and Vue.js across rendering, performance, application scale, and development workflow.
Read articleMulti-Agent Collaboration with Microsoft's AutoGen Framework
An overview of Microsoft's AutoGen framework, including agent coordination, message flow, and practical design considerations.
Read articleUsing Datastores with Vertex AI Agent Builder
How datastores provide Vertex AI agents with grounded information for contextual responses.
Read articleOptimize BigQuery Transformations with dbt
How dbt incremental models can reduce repeated processing in BigQuery while preserving a maintainable transformation workflow.
Read articleOptimizing BigQuery Cost and Query Performance
Practical techniques for reducing BigQuery spend and improving query performance through data layout, SQL, and workload controls.
Read articleReact vs. Angular for Frontend Development
A comparison of React and Angular across component architecture, rendering, tooling, and application scale.
Read articleLearning Elasticsearch Through Documentation and Practice
A practical learning approach for Elasticsearch using documentation, guided exercises, videos, and real-world search projects.
Read articleWorkflow Automation with LlamaIndex
How LlamaIndex workflows structure data processing, tool calls, and multi-step application logic.
Read articleHow Search Technology Supports Industry Operations
Examples of how Elastic search supports healthcare, retail, and other organisations that need fast access to large data sets.
Read articleGenerative AI for Executives: Smarter Decisions, Less Time
A practical overview of how executives can use generative AI for research, summarisation, decision support, and workflow automation.
Read articleUnderstanding Swarm-Based Agentic Systems
An introduction to swarm-based agent architectures, including coordination patterns, task distribution, and operational limits.
Read articleA Guide to Search Engine Technologies
An overview of indexing, crawling, ranking, and retrieval technologies used in modern search systems.
Read articleMicro-Frontends and Other Front-End Architectures: A Comparison
Compare micro-frontends with monolithic and other distributed front-end architectures, including trade-offs and suitable use cases.
Read articleIntegrating Healthcare Agents with Vertex AI Agent Builder
A technical guide to connecting a healthcare agent built with Vertex AI Agent Builder to scheduling APIs.
Read articleJavaScript Frameworks: Applications and Use Cases
A comparison of common JavaScript frameworks and the application, deployment, and team contexts where each fits.
Read articleBigQuery: Scalable Data Warehouse for Modern Business Intelligence
An overview of BigQuery as a serverless data warehouse for scalable analytics, cost control, and integration with Google Cloud.
Read articleA Practical Introduction to Agentic Frameworks
An introductory guide to agentic frameworks, their control loops, and where they fit in application architecture.
Read articleBuild a Healthcare Appointment Agent with Vertex AI Agent Builder
A technical walkthrough for building a healthcare appointment scheduling agent with Vertex AI Agent Builder.
Read articleData Warehouse Optimization: Performance, Cost, and Scale
Practical strategies for improving data warehouse performance, controlling cost, and scaling analytics workloads.
Read articleHow to Choose a Search Engine for Your Business
A framework for comparing search technologies by relevance, scale, integration effort, operating cost, and governance.
Read articleMaster Vertex AI Agent Builder: The Ultimate Developer's Guide for more informed AI Apps
A developer guide to building applications with Vertex AI Agent Builder, including tools, data, and deployment considerations.
Read articleElasticsearch Certification: A Practical Study Guide
A practical guide to Elasticsearch concepts, operations, and preparation for certification.
Read articleBuilding Scalable Web Apps with Micro-Frontends
How micro-frontends support independent deployments, team ownership, and scalable web application architecture.
Read articleCentralize CrowdStrike Alerts in Elastic SIEM
How to integrate CrowdStrike alerts with Elastic SIEM for centralized detection, investigation, and incident response.
Read articleBenchmarking Elastic Cloud Across AWS, Google Cloud, and Azure
A comparison of Elastic Cloud performance and cost considerations across AWS, Google Cloud, and Azure.
Read articleElasticsearch Query Optimization for Search Relevance: Part II
Advanced Elasticsearch query techniques for improving relevance, scoring, and result quality.
Read articleDevSecOps Guide Part 1: Integrating Security into DevOps
An introduction to DevSecOps and the controls used to integrate security into planning, coding, testing, deployment, and operations.
Read articleElasticsearch Query Optimisation for Relevant Search Results
Elasticsearch, as the name suggests, is primarily used for its fast search capabilities. But have you ever wondered how scoring happens in the background and why certain documents are given more scoring compared to the rest? In this two-part series, we will be focusing on how to write simple to complex search queries followed by which we will be explaining the calculations that happen under the hood using the explain API.
Read articleCloud Security Monitoring: Practical Controls and Risks
A practical overview of cloud security monitoring, including key controls, operational risks, and response considerations.
Read articleCapacity Planning for Elasticsearch
A practical framework for sizing Elasticsearch storage, nodes, shards, and service capacity for search and analytics workloads.
Read articleDisaster Recovery as a Service: Planning for Operational Resilience
An overview of how DRaaS supports recovery objectives, data protection, and business continuity planning.
Read articleWhere Managed Services Fit in a Technology Roadmap
A practical overview of how managed services can support platform operations, specialist capacity, and roadmap execution.
Read articleMonitor AWS Managed Services with Elastic for Full Visibility & Insights
How to collect AWS service logs and metrics in Elastic to support operational monitoring, troubleshooting, and security review.
Read articleRestore a Deleted S3 Object in a Versioned Bucket
A practical method for retrieving a deleted Amazon S3 object when bucket versioning is enabled.
Read articleEfficient AWS Glue Development Environment for Scalable Data Integration
How to set up an AWS Glue development environment for building and testing ETL pipelines and data integration jobs.
Read article