Decades of handwritten family records are being processed via machine learning to accelerate digitization. Ancestry uses these tools to convert analog archives into searchable data. This incremental update improves record accessibility for genealogists. The shift reduces manual transcription time, allowing the company to scale its historical database more efficiently for end users.