An administrator troubleshooting a pilot deployment finds that nobody can produce records of how the model was developed or validated before it reached the pilot. What does that symptom most likely indicate?
Select an answer to reveal the explanation.
Short Explanation
Missing history at this stage almost always means the model was picked up late, not that anything technical is broken. If nobody can show how it was developed or validated before pilot, its lifecycle likely entered governance only at deployment, so earlier stages were never recorded.
Full Explanation
The correct answer is the option stating that the model's lifecycle was not entered into governance until deployment, so its earlier stages were never recorded. When development and validation records simply do not exist, the usual cause is that tracking began at or near deployment rather than at intake. The option about a misconfigured network route to the model-serving endpoint is incorrect because a network fault would show up as a connectivity error, not a missing document trail. The option about statistically inaccurate predictions is incorrect because prediction accuracy is a model-quality question, unrelated to whether records exist. The option about the organisation's data retention policy having already expired is incorrect because retention policies remove records that once existed; here they were never created. For the exam, treat a missing early-stage record as a sign that intake-time tracking was skipped.