This work demonstrates that TRIZ parameters can be abstracted into fundamental system variables that operate across engineering, business, software, finance, and social systems.

However, this does not mean the framework is intuitive or automatic.

Non-Intuitive Mapping Is a Feature, Not a Flaw

Not all parameters map naturally to non-physical domains.

Concepts such as mass, surface area, or capacity require deliberate interpretation and disciplined thinking.

This abstraction demands:

• Logical rigor
• Systems thinking
• Practice in separating what the system is from what the system does

Without training, users will either:

• Force superficial metaphors, or
• Collapse parameters into generic terms like “cost” or “resources,” which destroys analytical precision

The framework rewards structured reasoning, not intuition alone.

Not Every TRIZ Solution Applies — and That Is Expected

TRIZ does not guarantee that all intersecting solutions are applicable.

From any contradiction:

• Several inventive principles may appear valid
• Only a subset will fit the system constraints, culture, timing, or risk tolerance