About
Welcome to the Digital Tvilling Knowledge Hub — our living, public reference for how we design, implement, and operate decision‑intelligence systems using digital representations, knowledge graphs, and AI‑based orchestration.
Why this site exists
We created this site to make our approach transparent and reusable:
- Share foundations: demystify concepts like digital representations, graphs, and orchestration.
- Accelerate delivery: collect patterns, practices, and templates that shorten time‑to‑value.
- Create a common language: ensure teams and stakeholders use consistent terminology.
- Capture lessons learned: fold real‑world experience back into methods and guides.
What you will find here
- Fundamentals: core ideas, definitions, and mental models.
- Architecture patterns: reference architectures and reusable design choices.
- Methods & way of working: operating model, engagement model, governance, and quality.
- Deep dives: focused articles on graph reasoning, decision orchestration, and related topics.
- Guides: practical walkthroughs for getting started and integrating capabilities.
- Reference cases: anonymized examples that illustrate outcomes and trade‑offs.
How to use this site
- Start with the entries under Fundamentals to align on concepts.
- Browse Architecture patterns when designing or reviewing solutions.
- Use Methods to plan engagements, govern quality, and run operations.
- Refer to Deep dives for technical nuance when making design decisions.
Status and scope
This knowledge base is active and evolving. Some articles are intentionally marked "TBD" while we consolidate material for public release. If something you need is missing, reach out and we’ll prioritize it.
Contributing and feedback
We welcome suggestions and fixes. Open an issue or pull request in our documentation repository, or contact us via our main site.
— Digital Tvilling