RedHub AIRedHub AI
Tool Gate · How it works

How the roll-up gate works

How the Domain Ontology Readiness Survey gate works

This tool grades every domain's model against the six things a machine needs to check it, then rolls the portfolio up to its weakest domain. It reads 6 domains and rolls them into one verdict — the worst, never the average — then a gate that can only make it worse.

The 6 domains

01D-01 Billing28 entity types · both gate levers PARTIAL · gate fired · 83% coverageUNMODELED
02D-02 Support desksame marks as D-01 but 6 entity types — under the gate threshold · 83%PARTIAL
03D-03 Billing (hardened)every dimension declared · 100%MODELED
04D-04 Inventoryfix firstidentity rule undeclared · gate quiet · 67% coverageUNMODELED
05D-05 Product catalog41 entity types, fully declared · 100%MODELED
06D-06 Fulfilment22 entity types · overlap lever PARTIAL · gate fired · 92% coverageUNMODELED
MODEL HOLDS
every domain reads MODELED
THIN MODEL
a domain reads PARTIAL and none read UNMODELED
NO MODEL
any domain reads UNMODELED
Entity-scale · worsen-only

A domain with 15 or more entity types whose closed-value-set or disjointness lever is not fully MODELED is forced to UNMODELED however high its coverage — at that size an undeclared value set or overlap is where the contradictions come from. One UNMODELED domain overrides the mean coverage, so the whole portfolio reads NO MODEL.

NO MODEL

Why: Mean coverage across the six domains is 88% and two are fully MODELED — on the average this portfolio looks close. But three domains read UNMODELED: Billing and Fulfilment cross the entity-scale gate with a modeling lever still PARTIAL (at 83% and 92% coverage), and Inventory has an undeclared identity rule with the gate quiet. One UNMODELED domain forces NO MODEL, so the mean decides nothing. 88% mean coverage · 2 MODELED, 1 PARTIAL, 3 UNMODELED · worst-not-average.

Fix firstD-04 Inventory — 'What makes two records the same thing is defined' is UNMODELED and it is the lowest-coverage domain at 67%. Declare its identity rule first; Billing and Fulfilment then need their gate levers finished.

No single domain is the crisis — the clustering is. The roll-up takes the worst, the gate escalates when trouble compounds, and it names the one thing to fix first. Grades a domain model you describe. A working aid, not legal, security, or compliance advice, and not an audit or a certification. It never scores or ranks people — MODEL HOLDS means these six things are written down, not that they are correct.