--- title: "IIRS: One Meeting Saved Per Reading, and the Same Verdict Next Month" source: https://iaastha.com/insights/case-studies/iirs-case-study/ type: Case Study date_published: 2026-09-03 date_modified: 2026-09-03 author: Henry description: "IIRS reads a company past the order its pitch tells it in, which is the work everyone assumes is hardest. It is hard, and it was never the constraint: a deep reading done differently from the last one buys one better meeting and teaches a fund nothing. The constraint is repeatability, and that is what IIRS holds fixed, so the second reading of a company is measured against the same bar as the first." publisher: iAastha Research & Consulting --- # IIRS: One Meeting Saved Per Reading, and the Same Verdict Next Month IIRS reads a company past the order its pitch tells it in, which is the work everyone assumes is hardest. It is hard, and it was never the constraint: a deep reading done differently from the last one buys one better meeting and teaches a fund nothing. The constraint is repeatability, and that is what IIRS holds fixed, so the second reading of a company is measured against the same bar as the first. --- Cite as: "IIRS: One Meeting Saved Per Reading, and the Same Verdict Next Month" — iAastha Research & Consulting, https://iaastha.com/insights/case-studies/iirs-case-study/ Site index for AI: https://iaastha.com/llms.txt