MVConcept Lab Europe

Generic benchmarks do not run your business. Real workloads do.

Application-centric performance engineering reduces sizing mistakes, long POCs and cost overruns.

Synthetic benchmark diverging from real workload behavior

Benchmark illusion

Misleading benchmarks

Synthetic scores rarely reflect production application behavior.

Poorly sized CPU GPU memory architecture

Architecture risk

Poorly sized architectures

Under-sizing creates bottlenecks. Over-sizing creates cost overruns.

Slow proof of concept timeline with uncontrolled iterations

POC drag

Slow, risky POCs

Internal evaluations lack reproducibility and consume expert resources.

Disconnected software hardware cloud and license value chain

Fragmented decisions

Disconnected value chain

Software, hardware, cloud and licensing are too often optimized separately.

Choose the right entry point

Two focused paths: one for live infrastructure control, one for independent workload benchmarking and architecture validation.

SaaS Platform

MVC Computer Control

Lightweight real-time monitoring for CPUs, GPUs, RAM, VRAM, storage, thermal behavior and workstation fleet health. Built for fast operational insight without leaving the MVConcept Lab navigation.

1%agent overhead target

Livetelemetry dashboards

GPUfleet observability

Open Platform Client Portal

Engineering Lab

Independent workload-centric benchmarking, ISV application validation, performance engineering and architecture advisory for AI, HPC, EDA and Media & Entertainment teams.

153+covered workloads

21+years expertise

4 wkpilot cycle

Search Coverage Schedule Scoping Call

Performance Engineering Capabilities

Benchmark. Validate. Optimize. Advise.

Workload Benchmarking

Characterize real AI, HPC and engineering workloads across compute, memory, I/O, scaling and licensing behavior.

Application-centric KPIs

Reproducible benchmark plans

Full hardware scans

Architecture Validation

Validate CPU, GPU, storage, network, cloud and hybrid architectures before investment or deployment.

Sizing before deployment

Cloud and on-prem comparisons

Validated BOM decisions

Optimization & Tuning

Tune hardware, software and runtime stacks to maximize throughput, reduce latency and improve performance per watt.

Runtime and scheduler tuning

Performance per watt

Bottleneck remediation

Technical Advisory

Support procurement, RFPs, vendor comparisons and migration decisions with neutral, reproducible evidence.

Neutral vendor evidence

RFP and migration support

Executive decision packs

Trusted by Technology Leaders

From AI and HPC to Engineering Simulation, EDA, and Media & Entertainment, organizations worldwide rely on MVConceptLab to validate, optimize, and maximize the value of their technology investments.

860+

Projects Completed

420+

Satisfied Customers

17+

Countries Served

From benchmark execution to decision-grade intelligence.

Secure customer workspaces, automated benchmark execution and lightweight hardware observability in one evidence-driven platform.

MVC Performance Intelligence Platform

Secure customer portal, benchmark dashboards, report access and data analysis workspaces.

Computer Control

Deployment, monitoring, orchestration and automated benchmark execution for technical teams.

MVC Intelligent Hardware Monitoring

Lightweight agent for real-time CPU, GPU, memory, network, disk I/O and system context monitoring.

Computer Control

Complete performance analysis platform with real-time monitoring and automatic bottleneck detection.

Advanced Analysis

Precise bottleneck detection

Real-Time Monitoring

Continuous surveillance without overhead

Automation

Automated testing and benchmarks

Access Tools

Performance Intelligence Terminal

mvc@tools:~$ mvc-tools --analyze --deep

[scan] Initializing hardware scan...

[profile] Profiling application performance...

[ok] CPU Instructions: 3.2M IPC

[ok] Memory Bandwidth: 67.4 GB/s

[warn] Bottleneck detected: Thread synchronization

[ok] Optimization suggestions generated

[gain] Expected performance boost: +47%

mvc@tools:~$

153+ applications tracked across AI, HPC, M&E and EDA.

Application-centric coverage for the workloads that drive architecture, licensing, TCO and time-to-solution decisions.

AI

AI & Industrial AI

LLM inference, fine-tuning, VLM, agents, runtime optimization, cost/token, latency and GPU utilization.

HPC

HPC & Simulation

CFD, FEA/CAE, crash, electromagnetics, multiphysics, scaling efficiency, time-to-solution and cost/job.

M&E

Media & Entertainment

Rendering, frames/hour, cost/frame, render farm sizing and cloud bursting.

EDA

Circuit simulation, digital verification, signoff, P&R, physical verification, license queue efficiency and wall-time per stage.

>> Continuously updated Catalog <<

153+ Applications / 4 Domains / 55+ Technology Providers

Continuously updated catalog

A structured 4-week path from workload to validated architecture.

From scoping to final decision pack, each step is reproducible, measured and tied to executive outcomes.

Week 0Scoping & Setup

Workloads, datasets, KPIs, benchmark plan and access model.

Week 1Instrumentation & Baseline

Telemetry setup, first hardware scan, data capture validation and baseline dashboard.

Execution tuning and bottleneck analysis

Week 2Execution & Tuning

Lab tests, bottleneck analysis, parameter sweeps and optimization iterations.

Review validation and architecture decision

Week 4Review & Validation

Decision pack, validated architecture, executive report and implementation recommendations.

Executive summary Benchmark report Architecture / BOM Deployment guide Tuning guide Operational runbooks

About Us

Independent performance engineering laboratory helping organizations optimize AI, HPC, Media & Entertainment, and EDA workloads through data-driven analysis and application-centric benchmarking.

MVConcept Lab Europe is an independent performance engineering laboratory specializing in AI, High-Performance Computing (HPC), Media & Entertainment, and Electronic Design Automation (EDA). Through our Application-Centric Methodology, we evaluate real-world workloads across hardware, cloud, and software environments, helping organizations make informed decisions based on measurable performance, efficiency, scalability, and cost.

Who We Are

Founded in 2005, MVConcept Lab Europe combines more than two decades of performance engineering expertise with a strong focus on emerging technologies. Our team supports organizations worldwide in evaluating, optimizing, and validating complex computing environments.

21+

years of performance engineering expertise

2005

Founded

Recognition & Expertise

With deep technical expertise and a commitment to excellence, MVConceptLab is recognized for its best-in-class solutions and turnkey delivery.

Mission Statement

"We empower research institutions and technology companies with high-performance, AI-driven optimizations that accelerate scientific-computing innovation. We pair deep technical expertise with ease of use and clear, actionable reporting, helping clients make confident, data-driven decisions and unlock the full value of their technology investments."

Vision Statement

"To be a global leader in AI and scientific-computing innovation by creating intelligent, optimized systems that bridge advanced research and real-world performance. We envision a future where complex technology is accessible, insights are clearly communicated, and organizations make smarter decisions faster without compromising performance or precision."

Our Framework Enables

Our systematic approach to performance optimization and technology excellence

WHY

Hardware companies need clear, objective performance data to help customers choose the right solutions and justify their technology investments.

HOW

Using our proprietary tools and expertise, we deliver comprehensive benchmarks, actionable insights, and ongoing optimization recommendations.

WHAT

We perform rigorous, data-driven benchmarks to identify the best CPU and system configurations for specific use cases.

Framework Benefits

Tangible Value for Hardware Companies

Optimizing workflows through performance benchmarking and hardware/software alignment creating a direct bridge between HW chips and the user's actual needs.

Measurable, Repeatable Results

HW enterprise customers and OEMs demand proof of performance. Our benchmarking work provides credible, standardized methodology and measurable improvements.

Ecosystem Enabler Platform

Computer Control becomes more than a tool: it is a strategic platform offering Benchmark as a Service, optimization reports for OEMs, and reference workflows for partners.

Benchmark-as-a-Service

Professional benchmarking services that provide consistent, reliable performance metrics for hardware vendors and system integrators.

Measured results on real production workloads.

Proof points that connect engineering work to measurable business outcomes.

Media & Entertainment

Render pipeline acceleration

-50% render time through profiling and GPU-accelerated workflow migration.

-50%render time

HPC Simulation

Time-to-solution reduction

3 days to 2 hours time-to-solution through replatforming, MPI optimization and InfiniBand integration.

3d -> 2hsimulation runtime

Industrial AI

LLM inference throughput uplift

+6x inference throughput through runtime optimization, orchestration tuning and batching adjustment.

+6xinference throughput

Contact Us

Let's discuss your technology optimization needs

Contact Information

Address

3963 Crans-Montana, Switzerland

Website

www.mvconceptlab.ch

Meet Us

Book a 30-minute meeting to know us better.

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Info Computer Control

Book a 30-minute meeting to learn more about Computer Control and our monitoring platform.