Editorial disclosure

How the work is made.

Quintoric is a founder-led, human-directed publication. AI may assist production; it does not replace accountability.

What AI may assist

  • Research and source organization.
  • Editing and drafting.
  • Production and presentation.
  • Analysis and visual preparation.
  • Visual or voice presentation later, when clearly appropriate.

What remains non-negotiable

  • AI does not create fake founder achievements.
  • AI does not fabricate customer outcomes.
  • Material factual claims should be sourced where appropriate.
  • Conclusions may change as evidence changes.
  • Material corrections should be visible rather than silently hidden.