Consulting
Advisory services for new and existing software and hardware systems, AI/ML integration, LLM-based systems, and simulation code, alongside executive presentations on current technological developments and the strategic management of complex technical projects, including roadmap generation and audits. Services cover technology evaluation, architectural decision support, technical audits, and techno-economic as well as techno-ecological analyses, including cost-benefit assessments, resource requirements, technology adoption studies, and technology roadmap development.
Software Architecture & System Design
Development of comprehensive architecture diagrams for system conceptualization, high-level analysis, and detailed planning (including C4, UML, SysML, and ERD), alongside requirements engineering and the creation and review of requirements and functional specifications.
Algorithm Engineering
Development and analysis of algorithms, covering computational complexity analysis, mathematical modelling and optimization, benchmarking, computational engineering, scientific machine learning, AI/ML integration, and the evaluation of quantum computing and quantum machine learning integration opportunities. Adaptation of existing algorithms and models is available upon request. Services include mathematical analysis with practical implementation considerations, combining algorithmic design and computational realization for parallel processing architectures, high-performance computing (HPC) environments, and emerging computing paradigms such as non-Von-Neumann systems. Algorithm design, computational feasibility assessment, memory and runtime characterization, and benchmarking of computational workloads are also available.
Research & Development
Provision of systematic exploration, planning, management, and execution of R&D initiatives for new information systems, advanced algorithms, and computing approaches, including AI/ML integration, scientific computing, computational physics, mathematical optimization, quantum computing, quantum machine learning, and high-performance computing (HPC) technologies as project-based services. Services may also include techno-economic and techno-ecological assessments of technology decisions, platform and paradigm migrations, build-versus-buy analyses for AI systems, independent technical studies, and the evaluation of third-party studies and vendor claims. Further services cover rapid prototyping, analytically and numerically grounded feasibility studies, transformation of legacy scientific code, scientific software development, and proof-of-concept development. Activities may also extend to Cyber-Physical Systems, including distributed software environments, adaptive control systems, and specialized hardware architectures.
Diagnostics
Analysis, review, and evaluation of information systems, including technical reports, technology assessments, technical documentation, requirements analyses, code analysis for management and complexity dependencies, and requirements engineering reviews. Services also include the development of test environments and the preparation of IT security analyses. Code audits, architecture reviews, and formal verification methods are available on request to support the evaluation of reliability, security, maintainability, and compliance requirements. The evaluation process aims to provide deeper insights into system performance characteristics, maintainability, complexity drivers, and compliance-related aspects to support technical and organizational decision-making.
Software & Computer Engineering
Software and computer engineering services using various programming and hardware description languages (including Python, C/C++, Java, VHDL, and more), API development, and compute-accelerator development with CUDA, OpenCL, OpenMP, and MPI – including AI/ML and stochastic model development as well as modernization of existing systems. Specialized in low-level hardware abstraction and high-level software architecture for bare-metal and performance-oriented computing environments, with a focus on concurrent systems, memory-aware software design, and hardware-oriented software engineering. Engineering activities include thread scheduling strategies, hardware-near software development, accelerator integration, and the implementation of software systems for scientific and technical computing applications.
Optimization
Review and optimization of algorithms, models, and processes with a focus on computational performance, runtime behavior, and resource utilization. Services include performance profiling, benchmarking, algorithm and code reviews, memory-access analysis, parallelization strategies, and computational workload assessment. Engineering activities cover optimization of software systems operating on multi-core processors, vectorized computing platforms, and other performance-oriented computing environments, including both existing implementations and new developments.
Training & Knowledge Transfer
Creation and delivery of coaching sessions and workshops covering programming and mathematical fundamentals (including Python and mathematical modelling), as well as advanced topics in scientific computing, high-performance computing (HPC), AI/ML, computational physics, mathematical optimization, and quantum computing. Services are available for both organizations and individuals. Technical talks, workshops, and executive briefings on technological concepts, methodologies, developments, and current research for specialist audiences, engineering teams, and decision-makers are also available upon request.