Biological outcomes depend on expert judgment. But the systems those experts work in rarely preserve how work was executed.

Critical details - timing, handling, microclimate, and drift - are not enforced or recorded in a way that makes results transferable.

When execution can’t be verified, learning can’t compound.

Knowledge stays local, fragile, and expensive to reproduce at a time when climate volatility demands faster, shared understanding.