Non-small cell lung cancer (NSCLC) is a common type of lung cancer where abnormal cells in the lungs grow out of control. The purpose of this study is to assess adverse events and change in disease activity when telisotuzumab adizutecan is given in combination with a fixed dose of osimertinib (Osi), Osi alone, or standard of care (SOC) alone. Telisotuzumab adizutecan is an investigational drug being developed for the treatment of NSCLC. Osi is a drug approved for the treatment of NSCLC. This study will be divided into two stages, in the first stage participants will receive increasing doses of telisotuzumab adizutecan with Osi. Participants will then be randomized into 4 groups called treatment arms where 3 groups will receive 1 of 3 optimized doses of telisotuzumab adizutecan from the dose escalation phase with Osi, or Osi alone. In the second stage participants will receive the optimal dose of telisotuzumab adizutecan, from the previous stage, with Osi, or SOC. Approximately 694 adult participants with mCRC will be enrolled in the study in 200 sites worldwide. In Stage 1, during dose escalation participants will receive increasing intravenous (IV) doses of telisotuzumab adizutecan with oral Osi tablets. During dose optimization participants will receive OSi alone or with 1 of 3 optimized doses of telisotuzumab adizutecan. In stage 2 participnats will recieve the optimal dose of IV telisotuzumab adizutecanin with oral Osi tablet, or SOC. The study will run for a duration of approximately 76 months. There may be higher treatment burden for participants in this trial compared to their standard of care. Participants will attend regular visits during the study at an approved institution (hospital or clinic). The effect of the treatment will be frequently checked by medical assessments, blood tests, questionnaires and side effects.