Modular analytical components and data visualisations along an illuminated development path

Investment Intelligence for sophisticated research and analytics processes.

We develop models, algorithms, AI systems and software for asset managers — to analyse research ideas and signals, make modern methods usable and integrate tailored tools into existing processes.

FROM IDEA TO TOOL

From investment idea to robust analysis.

More information, new data sources and modern quantitative and AI-based models are expanding what is possible in research. What matters is whether an idea actually holds up, remains robust under different conditions and can be integrated sensibly into the investment process.

  1. Investment Idea

  2. Analysis & Modelling

  3. Robustness Testing

  4. Practical Tool

APPLICATION AREAS

Where Investment Intelligence becomes concrete.

Structure research and test ideas rigorously

We support asset managers in turning research ideas into robust signals and models — from data preparation and signal engineering to backtesting, robustness testing, machine learning and neural approaches.

Make investment knowledge usable

Investment knowledge is spread across research, transcripts, presentations, fund documents, internal memos and many other sources. We develop controlled knowledge systems that make relevant information searchable, traceable and usable in the right context.

Turn models and investment logic into productive tools

Proprietary research and investment processes often cannot be represented effectively in standard software. We develop custom software, data and model logic and integrate them into existing workflows and system landscapes.

Signal Engineering
Agentic Research
RAG & Knowledge Systems
Custom Research Software

Governance and traceability built in from the start.

In financial environments in particular, technical solutions must be traceable, controllable and securely embedded in existing processes. That is why we consider sensitive information, access rights, model controls, governance and human-in-the-loop from the outset.

  • Sensitive Information & Access Rights
  • Traceability & Model Controls
  • Human-in-the-loop
  • Robust Integration into Existing Processes

Technology expertise meets capital markets experience.

Portrait of Prof. Dr.-Ing. Kai Daniel

Prof. Dr.-Ing. Kai Daniel

Research & Technology

Scientific methods, algorithms, AI and technical systems.

Portrait of Steffen Ulshöfer

Steffen Ulshöfer

Asset Management & Capital Markets

Extensive experience in asset management, research and investment processes, institutional business, governance and technology transformation.

Looking to integrate modern AI into research and investment processes?

From signal engineering and neural models to RAG systems and agentic research workflows: a concrete idea or an existing process is enough to get started.

From scientific methods and algorithms to AI and integrated software solutions. What matters is choosing the right approach for the task at hand.