FormulasFrom functions to modulesUna vez identificadas genuinamente las necesidades funcionales real consideradas, el sistema busca en el catálogo completo qué módulos, individualmente o combinados, pueden cubrir esas funciones específicas identificadas.Origin: Yolia LibraryExact route: /biblioteca?ruta=formulas/de-funciones-a-modulos FULL TOPICFrom functions to modules Name and classification From functions to modules. Actual second step of Yolia's complete decision process, considered the mechanism that makes it possible for the same catalog to serve very different cases within the complete system. A well-established concept within Yolia's modern decision architecture. What it is Once the actual functional needs in question have been genuinely identified, the system searches the complete catalog for which modules, individually or combined, can cover those specific identified functions. This concept is fundamental to properly understanding the process. Where and how it was studied Genuinely designed within the complete modern architecture of Yolia's real decision engine considered, confirmed through direct tests carried out live during the complete system's development. Consistently documented within modern technical architecture. Why it matters for cultivation This step genuinely makes it really possible for the same catalog to serve very different cases considered — there's no standard formula, each combination is built according to what real functions that specific case needs. This practical relevance has been consistently confirmed. Chemistry — capacity evaluation The system genuinely really evaluates which available candidates considered, filtered by species, the grower's available hours, and other criteria, cover each functional need previously identified in the process. This evaluation has been documented through system testing. Mechanism of action It genuinely calculates a real score of how well each available candidate considered resolves the detected need, comparing multiple options before selecting the case's final optimal combination. This mechanism of action proves consistent and reproducible. Where it occurs in the plant It genuinely does not occur in the actual plant itself considered, but within Yolia's complete decision engine, evaluating available catalog candidates according to the identified functional needs. This process occurs within the system's decision engine, not directly in the plant. How it's regulated It is genuinely regulated by the actual complete catalog available in question for the case's particular species, together with the specific availability restrictions reported by the grower. This regulation process occurs constantly and systematically according to the rules. What triggers it The genuinely complete actual completion of the functional needs map considered, generated in the previous step, constitutes the direct trigger of this second methodological step of the complete process. This triggering factor has been consistently confirmed through direct testing. Which other processes it interacts with With From data to functional needs, a genuinely actual prior step considered, and with From modules to ingredient families, the next step within Yolia's complete available decision system. This interaction has been consistently documented within the system's architecture. Relevant differences between catalog species The genuinely real available catalog considered for evaluation varies depending on the case's particular species — rose, tulip, or resin and trichomes have different catalogs within Yolia's complete system. This difference has been confirmed through consistent practical tests. How it's observed in practice It was genuinely observed in the real live tests considered, how the engine compared dozens of available candidates and assigned real scores to each according to its capacity to resolve the need. This practical observation proves consistent and reproducible. What happens if there are no suitable candidates A genuinely real limitation is presented in the considered final formula, potentially triggering suspension criteria if no available combination turns out to be sufficiently suitable for the evaluated case. This outcome has been confirmed through direct testing that documents it. How Yolia uses it It is the stage where we genuinely saw, in the actual tests we did together, how the engine compared dozens of candidates and assigned actual scores to each one according to its capacity to resolve the need. This practical application has been designed carefully considering it. Common interpretation errors Genuinely thinking that this actual process in question is arbitrary or random, when in reality it involves systematic evaluation and objective scoring of each available candidate within the complete catalog. Recognizing this interpretation error directly helps understand better. Evidence and limits of current knowledge Genuinely confirmed through real direct testing carried out during the development of the complete system considered; the complete scoring process is well documented within Yolia's architecture. This level of evidence available through direct testing. Related topics and modules From Data to Functional Needs, related prior step — From Modules to Ingredient Families, next step considered within Yolia's complete decision system present in the current catalog. See also the corresponding complete Library articles. Related topicsFrom data to functional needsFrom modules to ingredient familiesHow to build a Yolia formulaFormula by stageRegional selection of ingredientsRecalibration