Formulas
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Formulas R&D

R&D

Research that becomes operational capability.

We develop and experiment with computational models, algorithms and architectures for decision systems. Verifiability, reproducibility and interoperability guide the transition from prototype to application.

  1. 01

    Models and algorithms

    Computational modelling, simulation and optimization to explore problems, objectives and uncertainty.

  2. 02

    Execution and interoperability

    Dependency graphs, multi-runtime orchestration and interfaces connecting heterogeneous models and systems.

  3. 03

    Verification and reproducibility

    Reference cases, equivalence tests and recorded assumptions for evaluating and repeating analyses.

Open-source foundation

An open-source foundation you can inspect.

formulas and schedula provide the open-source foundations for our work on models and computational graphs. Their code and documentation make methods and supported features inspectable.

formulas

Python · Open source

An Excel formula interpreter and workbook compiler in Python. Executes supported calculations without an Excel COM server.

Read project documentation

schedula

Python · Open source

A Python library for describing functions and dependencies as a graph, and dispatching the computation.

Read project documentation

Experience and validation, with distinct roles.

The team brings previous technical experience in European Commission/JRC contexts. Formulas participates in the MEF / Treasury validation programme, at Deep Dive 1 according to the September 2026 update. These activities are distinct from commercial contracts or certifications.

Meet the team

Let’s talk

Start with the problem.

Let’s define the decision to support and the path from analysis to an operational system.

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