Which annual review steps should be automated first?

Start with financial statement collection, spreading, and covenant testing. They are high volume, consume the most analyst time, and are easy to measure. Once those run reliably with good controls, add first-draft memo writing and risk-rating recommendations, then automated renewal triggers. Pilot on one portfolio segment before expanding.