KSODI is a structured observation model for human–AI interaction quality, focussing on explainable Governance. It is part of the IDAS-Framework.
→ See: KSODI-IDAS-SIRA_Framework
The framework separates explainability, observability and advanced interaction analysis (with optional steering) into clearly defined layers - such as interaction states, interaction coherence and interaction resonance - over time.
KSODI does not evaluate people, personalities or intentions.
It respects maximum privacy and operates exclusively on observable interaction states.
The framework is organized into clearly separated components with different purposes and licenses.
Human-facing, explainability-oriented variant.
Designed for learning, AI literacy and prompt clarity improvement.
→ See: KSODI-Light
License: Creative Commons Attribution 4.0 (CC BY 4.0)
Evaluation-oriented and governance-capable variants.
Designed for numeric observability, drift detection and system-level stability monitoring with optional steering.
KSODI 3.3 is the first stable reference implementation of the KSODI interaction observability model.
→ See: KSODI-Eval-Variants
License: Commercial / All rights reserved.
KSODI focuses on structured observation across five operators:
- Context
- Structure
- Objectivity
- Clarity
- Information Depth
The broader architectural framework integrating KSODI is referred to as IDAS (Interactive Dialog, Analytics & Steering).
This repository contains components under different licenses.
Each folder contains its own LICENSE file.
Unless explicitly stated otherwise in a subfolder license,
all rights are reserved.
For licensing inquiries, integration, whitelabeling or enterprise adoptions please contact: ksodi@thevoid.email with details on intended use case.
KSODI 3.3 (all rights reserved) is the first stable reference version. Versions prior to KSODI 3.3 contain structural inconsistencies and should not be used for implementation.
© 2026 Anne Steinacker-Folkerts & Heiko Folkerts