MSCI Inc

Strong Q3 momentum + record operating metrics (good/surprising) - Total revenue +12.4% YoY; ABF revenue +25%, subscription revenue +8%; adjusted EBITDA +12%; adjusted EPS +14%. - Operating performance: ABF run-rate up to ~“almost $1B” (record); ~$76B ETF cash inflows; ~$23T AUM benchmarked to MSCI indices (about $15T active / $8T indexed). - Subscription health: retention rate 95% (up +30 bps YoY); recurring net new sales growth notably strong: Index +40% YoY, Analytics +63%, PCS +88%. - Run-rate framework: reported total run-rate growth ~12%; subscription run-rate +9% (added ~$55M recurring net new sales).

Guidance + outlook for profitability: expenses at top end; margins/FCF not immediately expanding - Company expects full-year 2026 adjusted EBITDA expenses at the top end of guidance ranges (due to acquisition-related costs, higher performance stock comp, and severance), while still highlighting attractive long-term profitability growth. - Full-year tax rate guidance tightened to ~18%–19.5%. - No near-term promise of margin expansion: Henry explicitly said margin expansion expectations are not immediate, because MSCI sees major reinvestment needs for data/models/AI growth.

AI-first strategy framed as both growth accelerator and long-term cost leverage (opportunity) - Management’s thesis: AI is a “godsend” enabling (1) more capacity to invest by lowering “run-the-business” growth in EBITDA expenses, (2) faster/better product creation (agentic workflows), and (3) a potential longer-term shift in how clients consume content/models (agentic “streaming” vs traditional SaaS). - Specific AI/agentic build-outs mentioned: - Model creation factory: reduce model build/calibration time from weeks → hours (eventually minutes). - Specialized data sets (e.g., geospatial and AI value-chain data). - On cost trajectory: AI expected to move run-the-business expense growth from mid/high single digits toward low single digits and potentially negative over time (but this is a longer timeline, not instant).