The International Olympic Committee — whose long-time member C.K. Wu led AIBA at Rio — has been skeptical of the governing body's promised anti-corruption reforms and stripped it of any involvement in the Tokyo Games.
The dispute between the IOC and AIBA continues with boxing's place at the 2024 Paris Olympics at risk.
AIBA aimed to stage a clean men's world championships in Belgrade and brought American boxing great Roy Jones Jr — the loser in an infamous judging decision against a South Korean opponent at the 1988 Seoul Olympics — to support its work.
"It would have been very beautiful to have this (AI) technology at that time," Jones Jr said in Belgrade. "Better late than never."
McLaren suggested the AI tool could help AIBA "to put their house in order," and be used by other Olympic sports that rely on judges to decide event results.
"Yes, it is a blueprint," he said. "I think the technology has incredible potential."
AIBA's president Umar Kremlev said it had "acknowledged the problems of the past," which included asking McLaren to investigate and confirm there were likely corrupt bouts in Rio.
"We have brought in independent experts to help guide us and now we must boldly embrace the future," the Russian official said in a statement.