Systems and platforms

Operational platforms designed to produce traceable, auditable decision outputs. Each evolves as a modular architecture with documented controls.

Documented systems2
External modules3
Methodology papers2 papers

Documented systems

Platforms with documented architectures, explainable controls, and methodology-backed design.

ART OS

In development

Generation, optimization, and distribution of digital assets built atop deterministic control layers.

Scope: Internal platforms — digital asset production

  • Asset Factory for curated ideation
  • Evolution Core for quality-diversity
  • Distribution Engine with pricing, channels, strategy
  • Market Intelligence clusters and signals
  • Capital Enforcement across budget and allocation
  • Autonomous Optimization Layer for runtime tuning

Calculator Production Platform

Partially operational

Controlled pipeline from discovery through generation, registry, and monitoring of calculator assets.

Scope: External platforms — calculation tool production

  • Discovery and promotion gate
  • Fully hydrated generation contracts
  • Deterministic planning with hashes
  • Generator plus rendering and validation
  • Registry and monitoring with fail-closed intent
  • Separation between inventory, planning, and generation

Operational modules

External platforms that apply the same operational methodologies.

Cernarus.com

Calculators for economics, finance and data science.

Calcolo.online

Italian reference for engineering, acoustic and thermal calculations.

ChefSolver.com

Conversion tools for cooking and nutrition, multilingual.

All modules are grounded in documented methodology — see the methodology library for context.

Methodology papers

Selected publications that document the foundations behind these systems.

White Paper

Ontology-First Computational Entities for Decision Systems

Published 2026-03-18

An ontology-first approach to designing decision systems where knowledge is structured as computational entities—typed, executable objects integrating definitions, variables, constraints, and decision logic.

View full methodology library