Michael Amancio Avergonzado

Living and working in Cebu City, Philippines, Avergonzado observed the visceral friction of public classrooms: acute room deficits necessitating emergency "night school" sessions, extreme teacher-student ratios of 1:50 or 1:60, and widespread resource constraints. He realized that educational equity could not be achieved by waiting for multi-billion-dollar infrastructure windfalls. What schools urgently needed was a lean, intelligent diagnostic tool that could instantly identify student processing gaps and guide teachers in differentiating instruction with whatever materials were at hand.

Avergonzado recognized the brilliance of the Ontario Ministry of Education's Learning for All (K–12) framework—specifically the Student Profile (Appendix B) and Class Profile (Appendix A). However, global schools rarely implemented them because manual paper intake and cross-tabulation took weeks of administrative labor. Avergonzado designed Modali to digitize and automate this synthesis: converting 100 psychometric indicators into instant individual radars and aggregate class heatmaps in seconds.

Formal psycho-educational evaluations (such as WISC-V or Woodcock-Johnson batteries) often cost thousands of dollars and carry waiting lists of 6 to 12 months, placing them far out of reach for working-class families and developing nations. Modali democratizes this insight through a non-invasive, accessible 100-indicator teacher- or student-rated diagnostic that profiles across 8 developmental pillars, pinpointing sensory, cognitive, expressive, and executive traits for every child.

When Generative AI began automating factual recall, Avergonzado recognized that traditional schooling (teaching students to store facts for rote exam regurgitation) was dead. Modali was re-architected to test for Adaptive Agency: how learners engage their sensory cortex, formulate internal schema, execute baseline prototypes, and pivot using the APE Protocol (Audit → Pivot → Execute). In Modali, humans are trained as the Architects, while AI serves as the Auditor.