Company Overview

Trianz is an applied AI solutions company that accelerates customer business transformation through AI powered "Transformation Services as a Software Model". With 25+ years of transforming enterprises, we've evolved to a product-led, platform-driven organization serving global enterprises across Financial Services, Insurance, Healthcare, Hi-Tech, Manufacturing, and other industries.
With global presence across 4 continents, our platform portfolio under the unified Concierto brand delivers end-to-end transformations including solutions for Migrate, Manage, Maximize, Modernize, Insights & Agentic AI, and SecOps - delivered through strategic partnerships with leading hyperscalers.
We're building the premier innovation-led organization in the digital transformation space through AI-first methodologies and data-driven excellence - RevolutionAIzing Transformations.

Role Overview

Trianz is scaling its private and sovereign AI capabilities to meet enterprise demand for on-premises, air-gapped, and provider-agnostic LLM deployment.



We're seeking a Principal AI Architect to own the complete technical architecture for deploying large language models inside customer environments — not consuming cloud APIs but designing the systems that run LLMs with full sovereignty and control.
This is a pure individual contributor role with architectural authority. You will define how models are selected, served, routed, monitored, and governed across multi-cloud, on-premises, and hybrid environments. You'll work with enterprise customers running on AWS, Azure, GCP, RedHat OpenShift, VMware, and air-gapped infrastructure.
This role demands deep hands-on expertise in production LLM serving, GPU/CPU optimization, Kubernetes at scale, and the ability to make architecture decisions in complex, regulated environments. You'll be the authority that production AI engineers look to for guidance.

Key Responsibilities

LLM Serving Architecture
Design the complete private LLM serving

📌 Principal Architect (Bengaluru)
🏢 Trianz
📍 Bengaluru