Metrici Deploys New High-Performance AI Infrastructure for Enterprise LLM Applications

Product Launch · AI Infrastructure

New High-Performance AI Server
for Enterprise LLM Applications

Metrici deploys next-generation AI server infrastructure optimized for Large Language Models, multimodal AI, enterprise automation, and advanced analytics.

AMD Threadripper PRO 9975WX

256 GB VRAM · 8× Radeon R9700 AI

Private LLM Hosting

GDPR-Compliant · On-Premise

ROCm 7.21 · vLLM 0.20.2

256 GB

DDR5 RAM

256 GB

Total VRAM · 8× GPU

8×

AMD Radeon R9700 AI TOP GPUs

2×4 TB

NVMe PCIe SSD · RAID 1

<19k€

Total cost — law firm deployment

Announcement

Expanding AI processing.
For next generation systems

Metrici has deployed a new high-performance AI server infrastructure optimized for Large Language Models (LLMs), multimodal AI, enterprise automation, and advanced analytics.

The platform significantly expands Metrici's AI processing capabilities, enabling next-generation systems for smart cities, industrial automation, logistics, production, legal analysis, and more.

All components on this server built the environment for the best deploy of LLM models that can help companies evolve with the help of AI so to stay in front if the times. This means proactively adapting your skills, habits, and perspective to modern changes, ensuring you are never obsolete. To achieve this, you need a daily system of continuous learning, technological awareness, and strategic planning.

Front View

Metrici AI Server

High-performance LLM infrastructure

GPU array detail · 8× Radeon R9700 AI TOP

8× AMD Radeon R9700 AI TOP

256 GB total VRAM — high-throughput inference

Technical Infrastructure

The hardware.
Built for inference at scale.

This infrastructure enables high-throughput inference and deployment of large open-source AI models.

Component Specifications

Component	Specification
Processor	AMD Threadripper PRO 9975WX
RAM	256 GB DDR5
Storage	2 × 4 TB NVMe PCIe SSD (RAID 1)
GPUs	8 × AMD Radeon R9700 AI TOP
Total VRAM	256 GB
Power source	4 x 1600W
Case	5U Rack Format
OS	Ubuntu Server 24.04 LTS
Framework	ROCm 7.21, vLLM 0.20.2

This infrastructure enables high-throughput inference and deployment of large open-source AI models.

First Live Use Case

Legal AI in action.

A large law firm — managing hundreds of clients and thousands of contracts — is already using Metrici's LLM infrastructure. With a cost of under 19.000 Euro for the server, the company managed to automate so many processes.

⚖️ Live Deployment · Law Firm

What the AI does for the firm

Capability	Description
Contract Analysis	Deep parsing and understanding of complex legal contracts, extracting key clauses, obligations, and risk indicators automatically.
Legal Document Review	Rapid review of thousands of documents, identifying critical information and flagging issues that require human attention.
Generating Suggestions	AI-powered recommendations for legal strategies, precedents, and responses based on the firm's case database.
Workflow Improvement	The AI assistant tracks contract expirations, overdue payments, and critical deadlines — tasks previously missed despite dozens of staff hours.

<19k€ Total server cost
for the law firm

Days→Min Time to resolve problems
that once took days

0 Missed deadlines
since deployment

Problems that once required days of work are now solved in minutes. Missed deadlines? No longer an issue.

Inside the case

256 GB DDR5 · Threadripper PRO

Processing and memory configuration

4x1600W

2× 4 TB NVMe PCIe · RAID 1

High-speed redundant storage layer

Platform Capabilities

What this platform - server and LLM
can do for you.

You are not limited to video analytics. If you can collect it, we can process it. Remember: as usual, LLM can be trained and adaoted to suit your needs and solve your problems. On top of that, Metrici can build platforms for interactions: Interfaces, database, external integrations etc.

Enterprise AI Assistants & Copilots

Drafting text, writing, and summarizing data at scale

Retrieval-Augmented Generation (RAG)

Retrieves real-time or private information to "ground" AI answers, preventing hallucinations

Video Analytics + LLM Integration

Combines computer vision with generative AI to analyze, summarize, and answer questions about video footage using natural language

Smart City AI Platforms

Connects real-time IoT sensor data with conversational AI for instant data analysis by officials and citizens

Industrial AI Analytics

Transforms complex machine and sensor data into human-readable, actionable insights

Multimodal AI

Text, images, video, documents, and sensor data processed together

Why this new line· Why Now

Europe demands
private AI.

Europe increasingly demands private, GDPR-compliant, on-premise, non-US-hosted AI. That is exactly Metrici's path.

🔒

Private AI

Your data stays on your infrastructure. No third-party cloud exposure.

🇪🇺

GDPR-Compliant AI

Full regulatory compliance from day one, by design, not as an afterthought.

🏢

On-Premise AI

Deployed at your location. Your hardware, your control, your sovereignty.

🌍

Non-US-Hosted AI

European infrastructure, European hosting, European accountability.

Industry Use Cases

Where can you
use it?

Let's see how you can use Metrici server with LLM implementations across industries.

🏭 Best Fit Use Case 01

Industrial AI Copilots

Factories, logistics, manufacturing, warehouses. What companies want: private deployment, no cloud AI, secure data, multilingual support.

Factory employee asks: "Why did production decrease yesterday?" — LLM combines ERP data, sensor logs, camera analytics, and production reports → answers naturally.

⚖️ Use Case 02

Legal AI

Law firms want private AI for document search, contract analysis, case summarization.

Lawyer uploads 300 PDFs + contracts + legislation → asks: "Find all clauses related to liability."

🏥 Use Case 03

Medical / Healthcare AI

Not diagnosis. Focus on medical documentation, transcription, report summarization, hospital knowledge systems. Hospitals prefer private infrastructure over external cloud.

Doctor asks: "Summarize patient history from last 3 visits."

🏢 Use Case 04

Enterprise Knowledge AI

Companies drown in SharePoint, PDFs, procedures, emails. Nobody can search efficiently. We provide a Private ChatGPT for companies.

Employees ask: "What is our onboarding process?" or "Find ISO procedures for warehouse operations."

🛒 Use Case 05

E-commerce AI

AI customer support, AI product advisor, catalog enrichment with auto descriptions, multilingual content and SEO.

"Which laptop is best for video editing?" → AI advisor responds with personalized recommendations.

🏦 Use Case 06

Banking / Insurance AI

Document analysis, claims summarization, compliance copilots, internal assistants, scheduled contract tracking. Advantage: private hosting + GDPR.

📞 Use Case 07

AI Call Center / Voice AI

Your GPUs can run speech-to-text + LLM + text-to-speech.

Customer calls: "I need to reschedule delivery." → AI handles conversation automatically.

📚 Use Case 08

Education AI

Private tutoring AI, internal GPT, exam assistants, searchable educational materials.

🌍 Use Case 09

Government AI

Sovereign AI, local hosting, GDPR compliance, secure AI. Citizen service copilots, document search, policy summarization, public administration assistants. Very interesting in EU.

🔐 Use Case 10

Cybersecurity AI

LLM analyzes logs, alerts, incidents.

Security team asks: "Summarize suspicious activity from the last 24 hours."

Metrici AI Solutions SRL is a Bucharest-based company, founded in 2010. Metrici is our brand name for advanced video analytics solutions, an answer to people and companies needs. Our passion for technology and expertise in computer vision are used by the best partners for making a better place to live in, a safer and smarter city. Metrici has one the widest range of applications based on video analytics and AI technologies so it positioned itself as one of the best companies in the world. Be assured that every edition of our software proposals is always the strongest developed till present as Metrici keeps innovating in accurate recognition.

address

Vasile Lascar Street, 120, district 2, 020506, Bucharest, Romania

phone

+4031 405 69 20

Email

sales@metrici.ro

New High-Performance AI Server
for Enterprise LLM Applications

Expanding AI processing.
For next generation systems

The hardware.
Built for inference at scale.