KiCad calculates geometry from formulas; it does not extract parasitics, simulate channels, or verify an eye diagram. That boundary is workable for mainstream interfaces because fabricator impedance control plus conservative layout absorbs the uncertainty. It stops being workable for multi-gigabit serial links, DDR4-class memory, and dense HDI, where constraint-driven enterprise flows and dedicated analysis earn their cost. Order controlled-impedance fabrication for any board where impedance matters, so the fab measures coupons against the stackup you designed to; it is the cheapest verification step in the entire flow.
Where AI fits honestly: the schematic and the non-critical drafting. ProtoFlow generates the schematic from a plain-English description, imports real LCSC, DigiKey, and Mouser parts, runs ERC and DRC, and exports a native KiCad project, so the hours saved land in the phase where automation is safe, and the critical routing stays in your hands inside KiCad with the rules above enforcing the physics.