... single wrong number, a missed assumption, a broken formula, or a hallucinated source can change a decision when millions of dollars are on the line. That s the tension we ve been obsessed with as we've built Leni. Everyone wants AI to save time for analysts, associates, asset managers, lenders, and operators. But the real question is not just: Can AI generate an answer? It s: Can AI produce work that a serious investment professional can actually trust ... ... real-world files and systems Understand spreadsheets, reports, and source data Show where every answer came from Validate calculations and assumptions Avoid hallucinating when the answer is not available Deliver finished work, not just conversational output We re launching Leni