SOL-03

Gemini Enterprise Agent Platform Google Cloud

Multi-cloud landing-zone & AI-ready delivery (Enterprise IT Services Provider) extended into a full GCP agent platform.

Business Problem

A governed, full-lifecycle multi-agent platform with enterprise data and search.

End-to-End Architecture

flowchart LR
  SRC["Enterprise data · docs · media"] --> ING["Dataflow · Pub/Sub · Dataproc"]
  ING --> BQ["BigQuery + BigQuery ML · Dataplex · AlloyDB"]
  BQ --> VS["Vertex AI Vector Search"]
  VS --> AGP["Gemini Enterprise Agent Platform
Agent Studio · Registry · Runtime · Memory Bank"]
  AGP --> MODELS["Gemini 3.1 · Gemma 4 · Model Garden"]
  AGP --> SIM["Agent Simulation
quality gates"]
  AGP --> SVC["Apps · Contact Center AI · Dialogflow CX"]
  SEC["Chronicle SIEM · Security Command Center · BeyondCorp"] -.-> AGP
  AGP --> DEL["Apigee · Cloud Build · Anthos (GKE / Cloud Run)"]

Workflow (Proof of Concept, A→Z)

sequenceDiagram
  participant U as User
  participant AG as Agent Runtime
  participant MB as Memory Bank
  participant VS as Vector Search
  participant SIM as Agent Simulation
  U->>AG: task
  AG->>MB: recall long-term context
  AG->>VS: retrieve enterprise knowledge
  VS-->>AG: grounded context
  AG->>SIM: pre-flight quality gate
  SIM-->>AG: pass
  AG-->>U: action / answer

Technology Stack

Gemini EnterpriseAgent StudioAgent Registry / RuntimeMemory BankVertex AIBigQuery ML

Gemini 3.1 · Gemma 4Document / Vision / Speech AIChronicle SIEM

Apigee · Anthos

Security & Governance

Chronicle SIEM, Security Command Center, BeyondCorp Enterprise
VPC Service Controls, Cloud IAM, Cloud KMS/HSM, Assured Workloads
Agent Simulation quality gates before production
Explainable AI + audit logging

Delivery — MVP → Pilot → Enterprise

MVPGemini Enterprise assistant with Model Garden + Vector Search

PilotAgent Studio/Registry/Runtime, Memory Bank, Google ADK

Enterprisemulti-agent + Contact Center AI on GKE/Cloud Run/TPU

Outcomes

Full-lifecycle Gemini agent platform · 99.99% uptime · Governed, simulated-before-ship agents

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