Gemini & AI
Engineering 4 min read
Fixing Gemini CLI Authentication Failures on macOS
Step-by-step resolution for gcloud auth token refresh anomalies, keychain sync issues, and Gemini CLI OAuth on Darwin arm64.
Google Cloud Premier Partner
★ 2026 Partner of the Year (ANZ)
Engineering the Future of Enterprise on Google Cloud.
Founded and led by former Google engineers, Aviato Consulting unleashes the full power of Google Cloud for industry leaders—accelerating AI adoption, modernizing critical infrastructure, and locking down zero-trust security.
Ex-Google Founders & Staff
10 Specializations & Competencies
100% Google Cloud Focus
Aviato Consulting
Google Cloud Premier Partner
2026
Partner of the Year (ANZ)
4 / 4
Achieved Competencies
6
In-Progress Specializations
50%
Faster MVP Deployment
Looking for GCP Co-Sell or Migration Funding?
Enquire Now →
Trusted by leading enterprises and ambitious innovators
Prestigious Recognition
Winner: 2026 Google Cloud Partner of the Year (ANZ)
Aviato Consulting has been officially named a 2026 Google Cloud Partner of the Year for Australia & New Zealand. This prestigious global award honors our outstanding technical achievements, client transformation velocity, and deep architectural mastery within the Google Cloud ecosystem.
“
“The Google Cloud Partner Awards honor the strategic innovation and measurable value our partners bring to customers. We are proud to name Aviato a 2026 Google Cloud Partner Award winner, celebrating their role in driving customer success over the last year.”
KI
Kevin Ichhpurani
President, Global Partner Ecosystem and Channels, Google Cloud
#1
ANZ Partner Award
100%
GCP Certified Depth
Next '26
Las Vegas Honors
Google Cloud Partner Award
Official 2026 Google Cloud Partner of the Year (ANZ)
Google Cloud Next ’26 Partner Awards Celebration in Las Vegas
Recognized for Engineering Excellence & Rapid Transformation
Google Cloud Partner Specializations
Validated Competencies & Technical Mastery
Aviato holds top-tier Google Cloud partner designations recognized for deep architectural rigor, verified customer transformations, and audited engineering standards.
4
Achieved
6
In Progress
100%
GCP Focus
Engineering & Core
Verified Achieved
Application Modernization
Architecting high-scale containerized architectures, Google Kubernetes Engine (GKE) clusters, Cloud Run serverless microservices, and automated zero-downtime CI/CD deployment pipelines.
Key Technical Deliverables
- Google Kubernetes Engine (GKE)
- Cloud Run Serverless Workloads
- Zero-Downtime Blue/Green Deployments
- Legacy Monolith Refactoring
Explore Capability → Google Partner Specialization
AI & Machine Learning
Verified Achieved
Artificial Intelligence
Delivering production Vertex AI pipelines, custom Gemini 1.5 & 2.0 Pro implementations, automated evaluation flywheels, and autonomous multi-agent systems built with Agent Development Kit (ADK).
Key Technical Deliverables
- Vertex AI Studio & Model Garden
- Gemini Multimodal Architectures
- Autonomous Agentic AI Fleets
- LLM-as-Judge Evaluation Pipelines
Explore Capability → Google Partner Specialization
AI & Machine Learning
Verified Achieved
Gemini Enterprise
Next-generation conversational CX solutions, intelligent workplace automation, and secure enterprise semantic search grounded against BigQuery, Looker, and Google Workspace corpora.
Key Technical Deliverables
- Gemini Enterprise for CX
- Enterprise Grounding with BigQuery
- Workspace Gemini Custom Extensions
- Multi-Turn Conversational Bots
Explore Capability → Google Partner Specialization
Industry Specialization
Verified Achieved
Manufacturing & Industrial
Edge-to-cloud IoT data ingestion, real-time telemetry processing on Google Cloud, predictive equipment maintenance modeling, and automated visual quality inspection.
Key Technical Deliverables
- Edge Ingestion & IoT Gateways
- Real-Time Telemetry Streaming
- Predictive Maintenance Analytics
- Computer Vision Defect Detection
Explore Capability → Google Partner Specialization
API & Integration
In Progress
Apigee API Management
Enterprise API gateway architecture, hybrid and multi-cloud Apigee deployments, developer portal ecosystems, token mediation, and automated threat protection at the edge.
Key Technical Deliverables
- Apigee X & Hybrid Deployments
- Zero-Trust API Security Policies
- Developer Portal & Monetization
- Microgateway Rate Limiting
Data & Lakehouse
In Progress
Data & Analytics
Petabyte-scale BigQuery modern data lakehouses, automated Dataform data modeling, serverless ETL/ELT pipelines, and real-time Pub/Sub streaming architectures.
Key Technical Deliverables
- BigQuery Enterprise Lakehouses
- Dataform CI/CD Transformations
- Dataproc & Dataflow Streaming
- Pub/Sub Event Ingestion
Cloud Foundations
In Progress
Infrastructure & Migration
Enterprise multi-project landing zones, Terraform infrastructure as code (IaC), VPC Service Controls perimeters, and accelerated low-risk AWS-to-GCP cloud migration cutovers.
Key Technical Deliverables
- Production Terraform Landing Zones
- VPC-SC Perimeter Security
- AWS to GCP Zero-Downtime Migration
- Google Cloud VMware Engine (GCVE)
Industry Specialization
In Progress
Retail & Consumer
High-concurrency retail cloud architectures, real-time omnichannel inventory synchronization, sub-second product search, and Vertex AI personalized recommendation engines.
Key Technical Deliverables
- Omnichannel Inventory Sync
- Vertex AI Recommendation Engine
- Sub-Second Product Discovery
- Black Friday Peak Resilience
Cybersecurity & SecOps
In Progress
Security & Governance
Next-generation Google SecOps SIEM implementation, Cloud Armor adaptive DDoS/WAF protection, CIS Level 2 hardening, and deep Wiz cloud security posture management.
Key Technical Deliverables
- Google SecOps SIEM & Detection
- Cloud Armor Adaptive WAF Protection
- CIS Benchmark Hardening & Audits
- Wiz Cloud & AI Posture Defense
Business Intelligence
In Progress
Looker BI & Modeling
Enterprise Looker semantic data modeling with LookML, custom embedded analytics applications, automated report delivery, and seamless BigQuery BI acceleration.
Key Technical Deliverables
- LookML Governed Data Modeling
- Embedded Customer Analytics
- Self-Serve Executive Dashboards
- Looker + BigQuery Acceleration
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The Aviato Advantage
Why Enterprise Leaders Choose Aviato
We don’t do generic IT consulting across every vendor. We are 100% focused on Google Cloud, bringing engineering depth and speed that traditional agencies cannot match.
01
Ex-Google Engineering Founders
Founded and led by former Google Cloud engineers who built and deployed core cloud systems, giving our clients unmatched insider technical depth.
Zero Guesswork Architecture
02
100% Dedicated to Google Cloud
No divided focus. Every engineer, architect, and consultant in our team is a dedicated specialist on Google Cloud Platform and Google Workspace.
Deepest Specialist Focus
03
100+ Strong Certified Team
Our engineering team holds verified Professional Cloud Architect, Data Engineer, Security Specialist, and Machine Learning certifications.
Certified Engineering Rigor
04
Proven Quantitative Results
50% faster MVP delivery, 35% average GCP spend reduction, 80% audit preparation saved, and 99.99% high-availability reliability.
Measurable Enterprise Value
End-to-End GCP Capabilities
Our Google Cloud Practice Areas
From multi-project landing zones and BigQuery lakehouses to autonomous Vertex AI agent fleets, explore our full spectrum of Google Cloud practices.
AI & Data
Vertex AI & Autonomous Agent Fleets
Enterprise Generative AI & Model Garden
Design and deploy production-grade Vertex AI pipelines, custom Gemini 1.5/2.0 Pro multimodal reasoning architectures, and autonomous multi-agent systems with rigorous evaluation flywheels.
- ✓ Vertex AI Studio & Model Garden
- ✓ Agent Development Kit (ADK) Fleets
- ✓ Enterprise Grounding with BigQuery
- ✓ Gemini CX Conversational Bots
Explore Practice →
Infrastructure
Cloud Foundations & Enterprise Landing Zones
Production-Grade Infrastructure as Code
Accelerate deployment velocity with secure multi-tenant Google Cloud landing zones, automated Terraform pipelines, and strict VPC Service Controls (VPC-SC) perimeters.
- ✓ Modular Terraform Landing Zones
- ✓ VPC Service Controls (VPC-SC)
- ✓ IAM Least-Privilege Governance
- ✓ Automated Multi-Account Topologies
Explore Practice →
Cybersecurity
Google SecOps & Cloud Cybersecurity
Next-Gen SIEM & Threat Defense
Implement enterprise Google SecOps (Chronicle) SIEM, Cloud Armor adaptive WAF DDoS protection, CIS Level 2 benchmark compliance, and deep Wiz cloud security posture management.
- ✓ Google SecOps (Chronicle) Implementation
- ✓ Cloud Armor Adaptive WAF & DDoS
- ✓ CIS Benchmark Governance & Audits
- ✓ Wiz Cloud & AI Posture Defense
Explore Practice →
Data & Analytics
BigQuery Modern Data Stack & Looker BI
Petabyte-Scale Lakehouse & Real-Time Analytics
Consolidate disparate data silos into unified BigQuery lakehouses. Build automated Dataform transformations, low-latency Pub/Sub event streams, and governed LookML semantic data models.
- ✓ Petabyte BigQuery Lakehouse Design
- ✓ Dataform CI/CD Data Modeling
- ✓ LookML Governed Business Intelligence
- ✓ Pub/Sub & Dataflow Real-Time Streaming
Explore Practice →
App Modernization
Application Modernization & Serverless
Cloud Run, GKE & High-Velocity Microservices
Modernize legacy monoliths into lightweight containerized microservices on Cloud Run and GKE. Implement automated canary rollouts and zero-downtime blue/green deployment pipelines.
- ✓ Cloud Run Serverless Microservices
- ✓ Google Kubernetes Engine (GKE)
- ✓ Zero-Downtime Blue/Green CI/CD
- ✓ Flutter Cross-Platform Web & Mobile
Explore Practice →
Managed Services
Managed SRE & Agent Reliability Engineering
24/7 Production Observability & Autonomous SOC
Ensure 99.99% uptime with dedicated Site Reliability Engineers and proactive AI agent monitoring fleets on Google Cloud, resolving incidents before customers notice.
- ✓ 24/7 SRE Uptime & Escalation Response
- ✓ Autonomous AI Incident Triage Fleets
- ✓ Cloud Monitoring & OpenTelemetry Tracing
- ✓ FinOps & Continuous GCP Optimization
Explore Practice →
Google Cloud Field Notes
Engineering Insights & Case Studies
Deep architectural breakdowns, real customer transformations, and tactical solutions from our Google Cloud engineering frontline.
Architecture
DevOps & SRE 6 min read
How We Eliminated Architectural Drift by Building ArchGuard
Building an automated architectural verification pipeline that halts drift in multi-repo GCP environments before PR merge.
Agentic AI
Agent Reliability 7 min read
How We Eliminated On-Call Alert Fatigue with an Autonomous AI Agent Fleet
Deploying autonomous triage agents on Cloud Run to investigate telemetry spikes, correlate logs in BigQuery, and resolve incidents.
Apigee & API
API Management 5 min read
How to Enforce Enterprise API Standards on a Tiered Budget
Architecting scalable API governance, rate-limiting tiers, and automated OpenAPI contract validation on Google Cloud.
Cloud Engineering
App Modernization 5 min read
When an Open Source Dependency Disappears: Lessons from GetX
Risk mitigation strategies for mission-critical enterprise apps when upstream open-source packages vanish overnight.
Workspace & Security
Zero Trust Security 4 min read
Google Workspace Studio Issues When Context-Aware Access is Enabled
Solving Context-Aware Access (CAA) policy blocking when rolling out Google Workspace Studio across hybrid enterprise teams.
Vertex AI
Agent Architecture 8 min read
The 4-Layer Architecture of Production AI Systems
Why strings of prompt calls fail in production and how the 4-layer model (Ingestion, Reasoning, Execution, Verification) delivers reliable AI.
Cloud Migration
Case Study 6 min read
AWS to GCP Zero-Downtime Migration: Hapana Fitness Case Study
Migrating millions of active workouts, microservices, and databases from AWS to Google Cloud with zero downtime for Hapana.
Partner FAQs
Frequently Asked Questions
Everything you need to know about partnering with Aviato on Google Cloud Platform.
What does working with a Google Cloud Premier Partner provide?
As an audited Google Cloud Premier Partner and 2026 Partner of the Year (ANZ), Aviato has direct access to Google Cloud product engineering teams, specialized roadmap briefings, dedicated escalation channels, and partner funding programs. Our engineers hold top-tier Google Cloud certifications, ensuring your projects are delivered with verified architectural rigor.
Can Aviato help our organization access Google Cloud migration funding and credits?
Yes. Through Google Cloud’s Partner Co-Sell and Migration Assessment programs (such as Google Cloud Ramp and Fast Forward initiatives), Aviato frequently helps qualifying enterprise clients secure significant Google Cloud infrastructure credits, proof-of-concept funding, and subsidised architecture engagements.
How do you handle AWS or on-premise migrations to Google Cloud with zero downtime?
We utilize phased migration playbooks starting with discovery, automated landing zone provisioning via Terraform, continuous database replication (CDC), and traffic dual-routing. This ensures your production services switch over with zero data loss, zero user disruption, and rollback safety.
How does Aviato safeguard enterprise data when deploying Gemini and Vertex AI?
Data privacy and sovereignty are foundational. We implement strict VPC Service Controls, Customer-Managed Encryption Keys (CMEK), and ensure enterprise models are grounded solely against your authorized data silos without ever using your confidential IP to train foundation models.
Ready to Modernize?
Let's build something transformative together on Google Cloud.
Schedule a complimentary architectural review session with our certified Google Cloud and AI engineering specialists.