What we've learned building this stuff
95 articles on Google Cloud, AI, automation, and data engineering, written by the engineers doing the work, not a content team.
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AI
Top AI Agent Use Cases for Startups & SMBs Using Gemini Enterprise
Top AI Agent Use Cases for Startups & SMBs Using Gemini Enterprise (2026 Guide) The AI landscape has shifted dramatically in 2026.
4 min read
Applications
Modernizing Healthcare Data Systems with the Google Cloud Healthcare API
Over the past decade, healthcare organizations have accumulated massive volumes of clinical data across electronic health records (EHRs), imaging systems, laboratory platforms, and…
5 min read
AI
Machine Learning Lifecycle and MLOps Implementation on Vertex AI
This document outlines a comprehensive roadmap for establishing a robust MLOps practice.
3 min read
AI
Spatial-Intelligence for Surface Stripping using Google Maps and Gemini
This article explains how AI can automate parking lot striping cost and effort estimation. It covers image analysis, data processing, and workflow automation.
2 min read
AI
How Gemini Is Transforming Production-Ready Systems on Google Cloud
This article explains how Gemini is enhancing production systems on Google Cloud using advanced AI capabilities.
5 min read
Applications
Why GKE has advanced as a preferred choice for running AI/ML workloads and lately even ADK agents
This article explains why Google Kubernetes Engine (GKE) is emerging as a top choice for running AI/ML workloads and agent-based systems.
6 min read
AI
Google Gemini Enterprise: The New AI Engine for Smarter, Faster Businesses
This article introduces Gemini Enterprise and its role in driving business intelligence with AI. It explains how enterprises can leverage advanced AI for automation and decision-making.
4 min read
AI
A Guide to Agentic AI and Gemini Enterprise
This article introduces Agentic AI and explains how Gemini Enterprise enables intelligent automation for businesses.
6 min read
Cloud
Revolutionizing Water Infrastructure Through AI and Cloud Technology
This article explains how AI and cloud technologies are transforming water infrastructure management. It covers monitoring, prediction, and optimization use cases.
5 min read
AI
Your Next Employee Isn't a Person: A Guide to AI Workflow Automation for SMBs
This article explains how AI workflow automation can act as a powerful business “team member” for SMBs.
4 min read
AI
Making Sense of Data: How We Used AI to Build a Smarter System
This article explains how AI was used to transform raw data into meaningful insights. It covers system design, automation, and intelligent data processing.
2 min read
AI
Bridging the Gap: Transforming AI Prototypes into Market Solutions
This article explains how to move AI prototypes into real-world production systems. It covers challenges in scalability, reliability, and integration.
3 min read
AI
Automating Your Business Engine with AI Agents
This article shows how AI agents can automate complex business workflows. It explains how intelligent agents improve efficiency, decision making, and scalability.
4 min read
Workspace
How D3V Builds Intelligent AI Agents to Tame Unstructured Data
This article explains how D3V designs AI agents to process and manage unstructured data. It covers techniques for automation, data understanding, and workflow optimization.
4 min read
AI
Agentic AI vs Generative AI
This article compares Agentic AI and Generative AI and explains their different roles in business automation.
7 min read
AI
Revolutionizing Invoice Detection with Dual LLM Architecture
This article explains how a dual LLM architecture improves invoice detection and data extraction. It shows how combining multiple AI models increases accuracy and reliability.
12 min read
AI
Hyper-Personalization with Gen AI
This article explains how Generative AI enables hyper-personalized customer experiences. It shows how businesses can deliver tailored content, recommendations, and interactions.
3 min read
AI
Strategies For Optimizing Costs By Building Document Pipelines With AI
This article explains how AI powered document pipelines help reduce operational costs. It covers automation, extraction, and validation techniques.
4 min read