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  • 03 · Sovereign Architecture & Dynamic FinOps

Cloud Platform & FinOps.

Right-sized, right-priced, right-region.
  • BRIEF
Lift-and-shift gets you on the cloud. We get you to the point where the cloud is paying you back — properly architected, financially observable, and continuously cost-optimized by ML the moment usage drifts.
  • CAPABILITIES
  • ARCHITECTURE & MIGRATION
AWS, Azure, GCP · landing zones, account vending, network topology
  • AI-DRIVEN FINOPS
Cost allocation, anomaly detection, ML-based reserved-instance & savings-plan strategy
  • MULTI-CLOUD ORCHESTRATION
Workload placement, vendor-neutral abstractions, sovereignty-aware routing
  • AI CAPACITY FORECASTING
ML-driven resource forecasting · stop over-provisioning, stop being surprised
  • AI CLOUD SECURITY POSTURE
Continuous CSPM with auto-remediation of common misconfigurations
  • KUBERNETES & SERVERLESS
EKS / AKS / GKE · Lambda, Cloud Functions, event-driven architecture
  • DISASTER RECOVERY
Active/active and active/passive · game-days, tested restore
  • Developer experience
Internal platforms · golden paths, time-to-first-PR < 1 day
  • OUTCOMES

What we've actually moved.

A few rolling averages across active engagements. Quoting them is easy — the work behind them is the engagement.

42%

average cloud spend reduction within two quarters of taking over a client’s cloud account

3 regions

average cloud spend reduction within two quarters of taking over a client’s cloud account

96%

of our clients pass their first cloud-vendor architecture review on the first attempt

Want this calibrated to your stack?

Book a working session
  • Also part of services
  • 02 / 06

AI Engineering

Custom agents, RAG over your docs, LLM fine-tuning, and production infrastructure your security team will sign off on.
Read more
  • 03 / 06

AIOps & DevOps

CI/CD, infrastructure-as-code and observability — augmented with intelligent alerting. Engineers ship on Friday, models page themselves on Saturday
Read more
  • 04 / 06

Security & Compliance

AI-first SaaS products, LLM-integrated software, and generative UIs. We build production-grade applications that scale seamlessly.
Read more
  • 05 / 06

Custom & Product Development

AI-first SaaS products, LLM-integrated software, and generative UIs. We build production-grade applications that scale seamlessly.
Read more
  • 06 / 06

Data & MLOps

Governed lakehouses, robust MLOps lifecycles, and streaming pipelines. Turn raw telemetry into fine-tuning-ready assets
Read more

Frequently Asked Questions

Everything you need to know about working with TRIOTECH SYSTEMS.

What is a multi-cloud landing zone, and why do we need one before migrating?

A landing zone is an automated, pre-configured cloud foundation that enforces your organizational security, networking, and identity guardrails before any application is deployed. When operating across multiple clouds (AWS, Azure, GCP), our landing zones utilize Infrastructure as Code (IaC) to deploy standardized network topologies, hub-and-spoke routing, and automated account vending. This guarantees that whether a team provisions an AWS account or an Azure subscription, it instantly inherits your enterprise security and cost-tracking policies by default.

Traditional cost-cutting relies on retroactive monthly invoice reviews when the damage is already done. Our AI-driven FinOps layer operates continuously via machine learning. The system maps real-time telemetry to cost allocation metrics, detects spending anomalies within hours of a bad deployment, and runs predictive simulations to optimize your commitment portfolio (Reserved Instances and Savings Plans). By combining automated waste elimination (cleaning up idle, orphaned resources) with ML-driven rightsizing recommendations, we structurally drop your cloud run-rate without starving performance.

We architect multi-cloud orchestration layers using vendor-neutral abstractions, primarily driven by managed Kubernetes (EKS, AKS, GKE) and platform-agnostic configuration tools. Our framework analyzes performance metrics, egress cost patterns, and data sovereignty compliance constraints to determine the optimal deployment target. By decoupling your core application logic from vendor-specific cloud features, your workloads remain highly portable, allowing you to route traffic dynamically based on regional pricing or structural reliability advantages.

In an active/passive configuration, your secondary cloud region acts as a standby; data is continuously replicated, but applications only spin up if the primary region fails, keeping your baseline platform costs low. In an active/active architecture, workloads run concurrently across multiple regions or cloud providers with traffic actively load-balanced between them, providing near-zero recovery time objectives (RTO). We help you map your applications by business criticality, designing hybrid connectivity and automated failover game-days so your data layer remains resilient under real failure conditions.

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