Place up to three profiles side by side. Compare their architectural role, lifecycle reach, and first limitation to test. No single standard covers every layer.
Working set
Choose profiles
1 of 3 selected
01
AllotropeData model / schema
Decision lens
Compare roles before choosing an implementation.
The useful question is not “Which standard wins?” It is “Which job must this part of the architecture perform, and what remains uncovered?”
01
Start with the job
Decide whether you need guidance, a domain payload, exchange, semantics, governance, or a reusable release.
02
Map lifecycle reach
Use the matrix to see where each profile has a direct role. A filled cell is coverage, not a quality score.
03
Test the boundary
Read what each option leaves unresolved before judging maturity or implementation fit.
Assessment
Review lifecycle coverage and practical fit.
Read left to right. Lifecycle reach comes first; a maturity label never overrides a scope mismatch.
01 · Lifecycle reach
Where each profile contributes directly
Coverage shows a recorded role at that readiness stage. It does not imply end-to-end implementation.
No direct role is recorded for Plan, Learn + reuse.
Known limitation
ADF/ADM and ASM do not share one access path; technique coverage, converter behavior, model versions, and extension governance must be pinned. AFO openness does not make the whole stack open.
03 · Detailed assessment
Check the fit and source behind the map
Use the official source, version, and limitation together. A higher maturity label does not erase a scope mismatch.
Analytical instrument data, contextual metadata, semantic models, ontologies, and long-lived data packaging.
Best fitVendor-neutral lab data acquisition, instrument integration, archive, and cross-technique reuse.
Readiness stages
AcquireHarmonizeExchange
AI-ready contribution
Preserves units, method, equipment, and result semantics needed to make instrument data reproducible and featureable.
First limitation to test
ADF/ADM and ASM do not share one access path; technique coverage, converter behavior, model versions, and extension governance must be pinned. AFO openness does not make the whole stack open.