American International Group (AIG)

The sleeper story everyone's missing: AIG is building AI agents that work 24/7 while competitors are still doing efficiency theater. Claude matching professional adjusters at 88% accuracy out-of-the-box isn't incremental improvement - it's a structural advantage. The obvious headline is strong Q1 results, but the real story is they're managing two different property markets simultaneously: international printing 70s combined ratios while aggressively shrinking unprofitable E&S large accounts. The binding constraint isn't demand or capacity - it's their ability to scale AI deployment fast enough before competitors catch up. Zaffino: 'We could not have predicted the rapid pace of advancement over the last 9 months.' My view changes if AI productivity gains don't translate to measurable expense savings by Q3 or if international property margins compress toward US levels.