AI Behavioral Intelligence

Cardinal #112 tangible-build · Pieces 94+95+96+99 consolidated · Industry pattern absorption

What this vessel does

KolBo absorbs Bark ML tone analysis + Aura wellbeing summaries + Qustodio Routines schedules + Norton Family lightweight defaults. Each pattern KolBo-customized for frum life-stages, dignified-visibility (not surveillance), Shabbos/Yom Tov/sefirah awareness, chaver-relationship over punitive control.

Bark ML content tone analysis

Piece 94 · Bark Technologies pattern absorbed

spec

Tone classification + frum-context signals (bittul-Torah-engagement + lashon-hara-thread + frum-spiritual-struggle + anti-frum + concerning-secular); aggregate alerts not surveillance per Chidush 28

Aura Online Wellbeing summaries

Piece 95 · Aura pattern absorbed

spec

Daily + weekly + monthly + annual cadence; dignified 'time well spent' framing; frum-life-stage-tuned + chaver-sharable + Shabbos-aware

Qustodio Routines event-based schedules

Piece 96 · Qustodio pattern absorbed

spec

7+ KolBo routines (Shabbos + Yom Tov + Sefirah + Yeshiva-dorm + Work-context + Bedtime + Homework + Pre-davening + Tisha B'Av + Three-Weeks)

Norton Family lightweight defaults

Piece 99 · Norton Family pattern absorbed

spec

Tier-selection-only onboarding + <5min filtered browsing live + KolBo Approved Core universal; Pareto 80% frum families covered without per-customer rulebook