Case studies from two business domains
The same methodology is shown across two independent case studies: a quality process (QM) and a supply chain process (SCM). Each follows several projections of its own semantic reality — from business understanding through to controlled action.
QM case studies: an industrial quality process
Four connected case studies built around the MQLS quality process — from the process description through state logic to the AI agent.
Process description from the semantic model
AI derives a complete, readable process description from the semantic model — as a specification for the business domain.
Read case study → QM · Case study 2Transition table of the MQLS lifecycle
State transitions are compressed with action, authorisation, requirements, guards, target state and domain event.
Read case study → QM · Case study 3Accept Finally: business decision logic
A final business decision is traced to state, role, responsibility, approval and consistency rules.
Read case study → QM · Case study 4Business dialogue with an AI agent
The agent interprets the model, checks conditions and acts carefully when situations are undetermined.
Read case study →SCM case studies: a supply chain process
An independent group of case studies from supply chain management, separate from the MQLS quality process. It shows how an agent reasons through a business uncertainty, how the executable SCM model deterministically drives the permissible actions — and how changes to the foundation propagate in a controlled way.
Agent action space for a stock discrepancy
The agent works out observation, hypothesis and decision, then hands execution to the deterministic SCM model and waits for the result.
Read case study → SCM · Case study 2Change and regeneration
Changes are made in the semantic foundation; affected projections and artefacts are identified and updated in a controlled way.
Read case study →Core message
The process is not the original model. It is one possible, purpose-specific projection of semantic reality — whichever business domain it comes from.