Individual efforts work, but they don't generalize.
Individual efforts work and can be defended on their own terms, but they don't generalize past the specific context that produced them. Teams can explain their own use cases but can't explain enterprise-level prioritization or trade-offs. The organization is productive in ways that don't add up — success is opportunism, not architecture, and the constraint at this level is the inability to stop work that isn't actually moving the organization forward as a system.
Individual teams can explain what they're improving and show measurable gains — but there's no shared logic for prioritizing across teams, so everything looks equally worth pursuing. The organization is productive in ways that don't add up. The constraint is the inability to stop work.
Governance exists in parts of the organization — some decisions are well-controlled, others aren't, and similar decisions get handled differently across teams. The work here is extension: making consistent what's already working in one place and applying the same standard elsewhere.
Data supports specific use cases, but the improvements are context-bound — dependent on local assumptions that don't generalize. Take a data-driven decision that works in one area and try it elsewhere: if performance degrades, the system is still applying rather than scaling. What needs identifying is which elements are portable across decisions and what standardizing them requires.
Usage shows real value, but interpretation stays local — two experienced people can act on the same output differently and both believe they're right. The inconsistency hides because the organization attributes it to case complexity instead of missing standards.
Technology supports real workflows, which creates value and dependency at the same time. The test is what happens when a component changes: if a model update or workflow adjustment causes unexpected downstream issues, the system is still applying — stable until it's touched.
Moving Forward
Advancing from Level 3 to Level 4 requires closing gaps across all five perspectives, not just the most visible ones. SIMA-Probe identifies where you stand; SIMA-Flow structures how you advance.
See Level 4: FormalizingSIMA-Probe measures your current maturity level across all five perspectives and tells you exactly what to address next.