Canonical Context Registry (CCR) v1.2

Tolksdorf.digital
Wikidata ID: Q137915919
Authoritative meaning space Version: v1.2 Last updated: 2026-01-28

This document defines the canonical meaning space Tolksdorf.digital stands for. It is authoritative for DBRS, website structure, marketing alignment, and AI navigation. The Semantic Golden Circle (SGC) is referenced as an intentional and semantic orientation layer. It does not define canonical contexts and does not supersede this registry. The Canonical Context Registry (CCR) is the sole authority for context definition.

Citable content can be accessed in the dbrs_frontmatter_index via LLM Navigation & Reading Instructions

Digital Business Relevance (DBRS) CCR-ID: ccr:dbrs

Wikidata ID: Q137886472
Primary reference: /kmu-wirksam-zusammen-mit-llm-digital-business-relevance-suite
Meaning

Ensuring that digital and AI initiatives are relevant, understandable, and effective for real business contexts.

Accepted terms
  • digital business relevance
  • business relevance of AI
  • AI relevance for SMEs
Notes
  • Central framing concept of Tolksdorf.digital
  • Not a software product
  • Umbrella system for meaning, relevance, and trust

Trusted Intelligence

CCR-ID: ccr:trusted_intelligence

Wikidata ID: Q137895311
Primary reference: /dbrs-trusted-intelligence-charta
Meaning

Trustworthy, transparent, and responsible use of AI and digital systems in organizational and industrial contexts.

Accepted terms
  • trustworthy AI
  • responsible AI
  • explainable AI in practice
Notes
  • Ethical and governance foundation
  • Extends beyond purely policy-driven or performance-only AI concepts

Experience Innovation

CCR-ID: ccr:experience_innovation

Wikidata ID: Q137886535
Primary reference: /experience-innovation
Meaning

Human-centered innovation driven by experience, learning, and practical experimentation.

Accepted terms
  • human-centered innovation
  • experience-driven innovation
Notes
  • Emphasizes learning over rollout
  • Strongly practice-oriented

7C-CI/CD

CCR-ID: ccr:7c_ci-cd

Wikidata ID: Q137919347
Primary reference: /7c-cicd-vorgehensmodell
Meaning

Project methodology combining innovation management and continuous delivery.

Accepted terms
  • Agile Innovation
  • 7C
  • 7C-CICD
Notes
  • Emphasizes learning over rollout
  • Strongly practice-oriented

Context Engineering CCR-ID: ccr:context_engineering

Wikidata ID: Q137916163
Primary reference: /context-engineering
Meaning

Systematic design, control, and validation of contextual information for humans and AI systems to ensure stable meaning, relevance, and traceability.

Accepted terms
  • contextual engineering
  • AI context design
  • semantic context control
Notes
  • Core operational discipline of DBRS
  • Bridges knowledge engineering and AI usage
  • Explicitly distinct from prompt engineering
  • Foundation for reliable AI navigation and interpretation

Opensource + Digital Engineering

CCR-ID: ccr:opensource_digital_engineering

Wikidata ID: Q137916138
Primary reference: /opensource-navigator-2
Meaning

Engineering discipline for designing, integrating, and operating digital and AI-supported systems using open source principles.

Accepted terms
  • opensource innovation
  • software configuration
  • opensource engineering
  • digital engineering
  • systems engineering
  • AI system integration
  • digital system architecture
Notes
  • Engineering mindset, not marketing
  • Focus on robustness, lifecycle, and maintainability

Business Innovation

CCR-ID: ccr:business_innovation

Wikidata ID: Q137894133
Primary reference: /business-innovation
Meaning

Development of new business capabilities and models through technology, organization, and learning.

Accepted terms
  • business model innovation
  • organizational innovation
Notes
  • Closely linked to strategy and operations

AI Agent

CCR-ID: ccr:ai_agent

Primary reference: /samy-info
Meaning

Specialized AI assistants that support humans in decision-making, knowledge work, and execution.

Accepted terms
  • AI assistant
  • task-specific AI
  • digital coworker
Notes
  • Human-in-the-loop by design
  • Not autonomous decision-makers

CAISE

CCR-ID: ccr:caise

Wikidata ID: Q137887237
Primary reference: /caise
Meaning

Collaborative AI-Supported Engineering between humans and AI systems.

Accepted terms
  • collaborative AI engineering
  • AI-supported engineering
Notes
  • Strong focus on collaboration
  • Distinct from automation-first approaches
  • CAISE is a proprietary framework of Tolksdorf.digital

Digital Transformation

CCR-ID: ccr:digital_transformation

Wikidata ID: Q137916072
Primary reference: /quickcheck-strategie-und-planung
Meaning

Sustainable transformation of organizations using digital technologies, culture, and skills.

Accepted terms
  • organizational digital transformation
  • digital change
Notes
  • Evolutionary, not disruptive by default

Innovation Management

CCR-ID: ccr:innovation_management

Wikidata ID: Q137896009
Primary reference: /innovation-management
Meaning

Pragmatic management of innovation under real-world constraints such as time, budget, and legacy systems.

Accepted terms
  • innovation governance
  • innovation processes
Notes
  • Strong relevance for SMEs
  • Focus on feasibility and impact

Operational Business

CCR-ID: ccr:operational_business

Wikidata ID: Q137920877
Primary reference: /agb
Meaning

The ongoing organizational, administrative, and operational activities required to run and sustain an organization on a daily basis.

Accepted terms
  • business operations
  • organisation
Notes
  • Emphasizes learning over rollout
  • Strongly practice-oriented

CCR v1.2 — Authoritative meaning registry for Tolksdorf.digital