Cloud Architecture Engineered for SaaS Velocity & Margin
In high-growth SaaS, engineering velocity is your primary unfair advantage. You need to ship features weekly, autoscale across global regions, and maintain lean unit economics. We architect scalable, multi-tenant Google Cloud foundations that accelerate your roadmap.
What We Build for Tech Scaleups
From multi-tenant serverless foundations to embedded AI workflows.
Multi-Tenant Serverless & GKE
Isolated tenant architectures built on Google Cloud Run and GKE Autopilot. Near-instant scale to absorb bursty customer spikes combined with true scale-to-zero compute efficiency.
Frictionless AWS to GCP Migration
Cross-cloud transitions that cut infrastructure overhead by 20-40% and unlock Google's superior data, AI, and Kubernetes ecosystems with zero cutover downtime.
FinOps & Cloud Margin Optimization
Comprehensive cost audits of compute, networking egress, and database workloads to eliminate over-provisioned capacity and improve gross SaaS margins.
Embedded AI & Agent Fleets
Transform your product from a passive database into an intelligent co-pilot. We integrate Gemini models and autonomous agents to automate customer workflows.
Related Engineering Practices & Client Stories
Explore how we help high-growth SaaS teams scale reliably, cut cloud spend, and accelerate product roadmaps.
Cross-cloud migration strategy with zero cutover downtime.
Case Study Hapana Cross-Cloud Modernization →10-month migration vs 2.5-year estimate, 99.999% SLA.
Operations Managed Services & ARE →SRE and Agent Reliability Engineering for SaaS production fleets.
Accelerator The $16k MVP Program →Fixed \$16,000 scope, 4-week production deployment.
AI Solution Autonomous AI Agents →Multi-agent systems built with Google ADK and LangGraph.
Hub All Case Studies →Browse client transformations across mobile, data, and cloud.
Talk to an architect who has done this before.
Bring your current setup and the outcome you need. You will get a view on the approach, the risks and roughly what it costs.
Straight to a senior GCP architect. No SDR, no slide deck.
Not ready to talk? See how we migrated Hapana off AWS →
Or call +61 2 8359 9507 · Hello@aviato.consulting