S1 / Financial analytics and forecasting
Measure economic signals, discrepancies, financial scenarios and forecast accuracy. A limited official Eurostat dataset experiment has already been evaluated.
Explore systemARCHITECTURE / FIVE SYSTEMS
Five systems.
One core.
From understanding an economic problem to preparing an owned digital product, each part has a defined responsibility.
S1–S5 are the fixed scope of the MVP. No subsystem bypasses independent review, and a promising new specialty does not automatically become a sixth system.
01 / TECHNICAL FOUNDATION
The architecture in detail
Separation of responsibilities improves traceability, comparability and permission controls.
S2 / Business-process automation
Convert recurring tasks into well-bounded workflows and prepare drafts without unauthorized external operations.
Explore systemS3 / Optimization algorithms
Search for feasible decisions within cost, time, quality and risk limits; compare them against explicit baselines.
Explore systemS4 / Specialized AI systems
Research and test candidate algorithms through a separate Examiner. Preserve failed tests and compare against strong known methods.
Explore systemS5 / Owned digital products
Examine product demand, legal ownership, cost structure and revenue model. At P1.9, actual product release is not authorized.
Explore systemGovernance is not a sixth system
The six questions, budget gate, evidence tracking and independent review apply across all five systems without expanding the architecture.
Explore system02 / INTEGRATION
One controlled workflow
S1 supplies evidence, S3 explores feasible improvements, S2 prepares repeatable operations, S4 challenges methods and assumptions, and S5 governs the possible transition to an owned product. The internal prototype uses typed artifacts and independent rechecking.
None of these systems requires unrestricted paid language-model calls or grants permission to take external actions.