Kenya sent four boxers to the 2020 Summer Olympics. All lost their opening bouts.

Men

Featherweight Nick Okoth Abaka lost to Erdenebatyn Tsendbaatar of Mongolia by a 3-2 decision
Heavyweight Elly Ajowi Ocholla lost to Julio César La Cruz of Cuba by a 5-0 decision.

Women

Flyweight Christine Ongare lost to Irish Magno of the Philippines by a 5-0 decision
Lightweight Elizabeth Akinyi lost to Acinda Panguana of Mozambique (Referee Stopped Contest)