Research infrastructure developed by
Fundacja BBS – Better Balance System
Poland · European Union
LEO (Logical Epistemic Oversight) is a research-oriented governance support architecture developed by Fundacja BBS. The system explores structured anomaly detection, institutional transparency and compliance-aware AI advisory systems.
The platform operates as a research and advisory infrastructure designed to support institutional analysis and decision transparency. LEO does not replace institutional authority and does not issue legally binding decisions.
The current public MVP demonstrates local, human-controlled evidence-review workflows for institutional review scenarios.
A working public demo showing input validation, evidence generation, human review actions and local review package export.
View Public MVP →A public proof-of-work demo showing evidence-linked procurement and accounting review signals, source-trust warnings, reviewer questions and local export package generation.
Human-review-only prototype. No fraud verdict, legal certification, payment decision, supplier sanction or autonomous enforcement.
Open Public Demo →Combined runtime baseline: 2451 passed in 56.87s.
Dashboard v0.2 manually validated. Review package round-trip validated.
LEO generates evidence and reviewer questions. It does not approve, reject, punish, mutate production records or replace institutional authority.
The LEO architecture follows a structured analytical pipeline designed to detect institutional anomalies and support investigative workflows.
Current public MVP workflow demonstrates deterministic evidence generation, structured anomaly review and human-controlled institutional assessment.
Combined runtime baseline:
2451 passed in 56.87s
Evidence generation, anomaly review, human assessment and export package validation operational.
Local-first, non-autonomous and human-controlled institutional review workflow.
Monthly reports and verification materials documenting actual progress.
Open Reports →This section provides documented evidence of actual development activity, including monthly reports and machine-generated structural verification artifacts confirming the state of the working system.
Chronological development reports, verification materials and runtime validation records documenting actual system evolution.
Open Development Reports →Structural verification materials, development records and supporting evidence documenting the evolution of the LEO research system.
Open Verification Materials →Chronological archive of foundation reports and technical verification materials.
Open Reports Archive →The LEO project is developed within the institutional framework of Fundacja BBS – Better Balance System as part of a research initiative exploring new models of institutional integrity infrastructure and transparent governance support systems.
Fundacja BBS – Better Balance System
Registered non-profit foundation
Poland · European Union
The LEO project is developed as a research initiative focused on institutional transparency and governance support.
The system operates as an analytical advisory infrastructure and does not replace institutional authority or legal processes.
Development follows applicable regulatory frameworks including EU data protection principles and responsible AI practices.
The objective of the project is to explore preventive integrity infrastructure capable of identifying structural anomalies in institutional systems before systemic failures occur.
Fundacja BBS – Better Balance System
Poland · European Union
For institutional or research inquiries regarding the LEO project, please contact the BBS Foundation through official channels.