Officials hope Salvatore Mancuso will reveal information about hundreds of murders and forced disappearances.
The two sides have agreed to extend a landmark deal struck in August that expired last week.
Colombia has experienced a surge in kidnappings in 2023, but negotiations with armed groups might herald a breakthrough.
Defence Minister Ivan Velasquez has apologised to families of 19 civilians killed by soldiers under false pretenses.