AutoEnrol Blog

Perspectives on admissions, rules, and the road to defensible AI.

Field notes from the teams building, buying, and regulating admissions decision infrastructure. New posts every few weeks.

How It Works

How Automated Admissions Actually Decides: The Language Model Reads, Your Rules Decide

Every CIO asks the same question in the first five minutes: does the AI make the admissions decision? The only defensible answer separates the two jobs - the language model reads the documents, and your institution's own deterministic rules decide the outcome.

Steve Jones 5 min read
Product

Automating University Admissions: How AutoEnrol Works in 5 Minutes

How AutoEnrol reads applicant documents, evaluates them against your institution's rules, and produces a defensible recommendation in under a minute, with a full audit trail your team controls.

Steve Jones 7 min read