Technical Guides & Case Studies

The Vertex AI
Playbook

Practical guides, architectural deep-dives, and real-world case studies for enterprise teams building on Google Cloud Vertex AI and Gemini.

Guide

Architect Your First Vertex AI Agent

Step-by-step enterprise architecture guide for building your first production AI agent on Vertex AI — covering model selection, grounding, memory, and tool use.

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Comparison

Vertex AI vs Gemini API: Which to Choose

Clear decision guide on when to use Vertex AI vs the Gemini API directly — covering enterprise compliance, managed infrastructure, MLOps, and cost trade-offs.

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Case Study

Retail Personalisation on Vertex AI

How we built a real-time retail personalisation engine using Vertex AI Recommendations AI, BigQuery ML, and Gemini — delivering 18% uplift in basket size.

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Vertex AI Playbook — Guides, Comparisons & Case Studies | Kovil AI