When internal teams hit limits, we deliver State-of-the-Art AI.

We overcome technical bottlenecks with PhD-level expertise and high-precision data.

Data Annotation & Generation

Transforming raw data into high-precision, AI-ready training datasets.

AI Research & Optimization

Your external R&D department solving fundamental AI challenges.

50% faster onboarding thanks to PhD-level expertise.

2x faster project cycles compared to internal teams.

100% guaranteed data quality at predictable costs.

The Problem: Complexity without a clear path

An innovative idea, but technical feasibility is unclear.

Internal teams are maxed out; no time for deep optimization.

Choosing the wrong AI technology leads to high costs.

Our Solution: Research as a Strategic Service

We analyze the state-of-the-art and deliver a solid feasibility study.

As your external R&D department, we relieve your experts and accelerate innovation.

You receive a clear roadmap, which we can also implement directly if desired.

Strategic Impact: Data & Models

Where we make the difference

Data Annotation & Generation

Garbage In, Garbage Out: Precision dictates performance.

Relieve Core Team

-70% Time Spent

Your most expensive engineers spend time cleaning data instead of designing architecture. We take over the heavy lifting with academic quality standards.

Ground Truth as Foundation

99.5% Precision

An AI model cannot outperform the reality it is shown. We deliver pixel-perfect annotation for edge cases where auto-labeling fails.

Faster Iterations

2x Faster Sprints

Through our infrastructure and pre-annotation, we massively shorten the cycle from 'raw data' to 'training-ready'.

AI Research & Optimization

Breaking the Plateau: Solving the hard 20%.

Overcoming Plateaus

SOTA Level

When standard models stagnate: We optimize mathematical loss functions and architectures to extract the crucial percentage points of accuracy.

Accelerated Go-Live

Weeks instead of Months

Instead of 'Training from Scratch', we use Transfer Learning and optimized open-source architectures. We validate feasibility before you burn budget.

Less Data Needed

Smart Data

Through intelligent model architectures and data augmentation, we achieve high robustness even with smaller datasets. Quality beats quantity.

We Solve Fundamental AI Challenges.

Learn from our Chief AI Officer Mahdi Mantash how we connect research and production.

Do you need support with your AI project?

Simply book a short introductory meeting – no obligation and directly with our experts.

Schedule an intro meeting

Precision through Scientific Methodology

No trial and error. A deterministic process from raw data analysis to deployable model weights.

PHASE 01

Audit & Metric Definition

We identify the mathematical bottlenecks of your current solution. Together, we define hard, measurable KPIs that determine project success.

PHASE 02

Ground Truth Engineering

Data quality is not accidental. We develop strict annotation guidelines and utilize domain experts (Human-in-the-Loop) to clearly define edge cases and eliminate noise.

PHASE 03

Research & Optimization

We adapt model architectures to your data, not the other way around. Using custom loss functions and targeted training-pipelines, we enforce convergence to SOTA levels.

PHASE 04

Validation & Handover

Transparency instead of a black box. We validate the model against unseen test sets. You receive the trained weights, the code, and full IP ownership.

Mahdi Mantash

Chief AI Officer

LinkedIn Profil

Led by Academic Excellence

"The success of demanding research projects depends on the person leading them. Mahdi combines rare expertise in theoretical mathematics, data science, and his current PhD work in LLM Fine-Tuning."

Deep expertise in Computer Vision and LLMs

Foundation in Mathematics and Data Science

Access to a flexible network of top researchers

When internal teams hit limits, we deliver State-of-the-Art AI.

Data Annotation & Generation

AI Research & Optimization

Problem vs Solution Comparison

The Problem: Complexity without a clear path

Our Solution: Research as a Strategic Service

Garbage In, Garbage Out: Precision dictates performance.

Breaking the Plateau: Solving the hard 20%.

We Solve Fundamental AI Challenges.

Do you need support with your AI project?

Precision through Scientific Methodology

Audit & Metric Definition

Ground Truth Engineering

Research & Optimization

Validation & Handover

Led by Academic Excellence

When internal teams hit limits, we deliver State-of-the-Art AI.

Data Annotation & Generation

AI Research & Optimization

Garbage In, Garbage Out: Precision dictates performance.

Breaking the Plateau: Solving the hard 20%.

We Solve Fundamental AI Challenges.

Do you need support with your AI project?

Precision through Scientific Methodology

Audit & Metric Definition

Ground Truth Engineering

Research & Optimization

Validation & Handover

Led by Academic Excellence