Atypical hyperplasia is a condition characterized by the presence of abnormal, but not yet cancerous, cells within a tissue. These cells exhibit abnormal growth patterns and cytological features that deviate from the normal architecture. It is considered a premalignant lesion, meaning it has the potential to progress to cancer if left untreated.