> ## Documentation Index
> Fetch the complete documentation index at: https://docs.turinton.ai/llms.txt
> Use this file to discover all available pages before exploring further.

# Deployment Architecture

> One-Click-Deploy on any cloud or on-premise infrastructure.

<img src="https://mintcdn.com/turinton-7ec6ba73/00567dlFCD-rngT5/images/Screenshot2026-01-23at3.36.57PM.png?fit=max&auto=format&n=00567dlFCD-rngT5&q=85&s=fd2821aaf93e0943ef1a1fe949d6360c" alt="Screenshot2026 01 23at3 36 57PM" width="2576" height="1314" data-path="images/Screenshot2026-01-23at3.36.57PM.png" />

# Infrastructure Requirements

| **Service Category** | **Service Type** | **Description** | **Quantity** |
| :- | :- | :- | :- |
| **Compute** | Kubernetes Service - System Node Pool (Masters) | 4 vCPUs, 16 GB RAM, Linux | 3 |
| **Compute** | Kubernetes Service User Node Pool (workers) | 16 vCPUs, 128 GB RAM, Linux | 4 - 6 |
| **Storage** | Persistent Store | Provisioned SSD (Premium), 3,500 IOPS, 150 MiB/sec throughput | 1 TB |
| **GPU (Hosted LLM)** | H100 / H200 family | 160 – 320 GB vRAM as per the concurrency requirements. 256GB RAM. 8 Core. 1 TB Storage | 3 - 4 |
| **External LLMs** | API / URL | No need of hardware | Min - 2 |

<Warning>
  \*\*\* Note:  \*\**Above infra is for \~500 concurrent user with external LLM via API (e.g. ChatGPT/Claude).*\
  For *Hosted GPU concurrency is \~50-60*

  \*\*\* Note: \*\**Additional components (e.g., firewall, load balancer) required per infrastructure policies.*

  ***\* Note:*** *Capacity is subject to increase based on the usage load*
</Warning>

# Responsibility Matrix

| # | Task | Turinton | Client / Partner |
| :- | :- | :- | :- |
| 1 | Platform deployment | Responsible | |
| 2 | Platform Training Support | Responsible | |
| 3 | Platform Updates | Responsible | |
| 4 | Building POC Use Case | Responsible | **Support** |
| 5 | Ontology / Context Graph development | Responsible | Responsible |
| 6 | Logging & Observability Setup | Responsible | Responsible |
| 7 | New LLM model deployment (using vLLM) | Responsible | Responsible |
| 8 | Building & Distributing New Use Case (After POC) | **Support** | Responsible |
| 9 | Infrastructure Provisioning | **Support** | Responsible |
| 10 | Hardware Requirements | | Responsible |
| 11 | Data Access | | Responsible |
| 12 | Monitor Infrastructure | | Responsible |
| 13 | Security & Compliance Management | | Responsible |
| 14 | Disaster Recovery / Backup Strategy | | Responsible |