Measures the Change-Response Gap: how fast industries are changing versus how fast companies are responding. 50 means they are even. Higher means the gap is wider.
October 2026: Insurance scores 56 (Narrow Gap), with a Change Score of 65 and a Response Score of 54. Evidence was thin in September. New York proposed a prior-approval rule for auto rate increases, and two AI insurtechs raised money. ERGO Group named a Chief AI Officer, and Mosaic Insurance launched an AI underwriting system.
Insurance companies are keeping up with about 85% of the change. Evidence: Moderate (7 sources).
History: May 58 · Jun 58 · Jul 58 · Aug 55 · Sep 56 · Oct 56
The ledger holds no new customer evidence for insurance in September. The last customer data came in August, when J.D. Power, the consumer research firm, found that 29% of auto and home customers had used AI to research, shop for or service a policy. That was J.D. Power's first study of AI in insurance. Rate pressure is a separate customer issue, and New York's proposed rule on auto rate increases is covered under incentives.
The one September talent item is a layoff. Prudential Insurance Company of America laid off 89 workers in Newark, New Jersey, effective September 18, according to a state WARN notice (WARN Tracker). In August, Insurance Business reported that entry-level adjuster hiring is falling as insurers turn to AI. The ledger has no September headcount data on agents or adjusters.
Venture money kept flowing to AI insurtechs. Corgi, an AI underwriting and claims startup, raised $108 million on September 17, backed by Y Combinator and Kindred Ventures (FinanceX Magazine). The report says AI-native insurtechs captured most sector venture funding in 2026. Outmarket, an insurtech, raised a $34.5 million Series B on September 28 at a $335 million valuation (TechCrunch). That came four months after its $17 million Series A.
New York moved to tighten auto rates. On September 9, Governor Hochul announced a proposed rule from the state's Department of Financial Services (JTNY Law). It would require private passenger auto insurers to get express prior approval, with actuarial support, before raising rates. The rule is a proposal and has not been enacted. In August, Colorado also filed proposed AI rules with a hearing set for October 26.
The ledger holds no new culture evidence for insurance in September. The last item came in August, when an Oklahoma judge unsealed State Farm documents. The plaintiffs say the documents show a $1.4 billion cut in claim payments after a claims-handling change. Those figures are the plaintiffs' reading, and no September item updates them.
September's disruption evidence was about weather, not technology. Allstate, the auto and home insurer, disclosed in an SEC filing that August catastrophe losses were $748 million (SEC filing). The losses came from 21 events, and about half traced to one wind and hail event. After tax, the loss was $591 million. In August, Allstate had described Allie, its in-house platform that lets AI agents pass work to each other.
No insurer earnings call appears in the September ledger. The closest company disclosure was Allstate's SEC filing on August catastrophe losses (SEC filing). It reported losses and did not mention AI. In August, Allstate CEO Tom Wilson told investors on the second quarter call that the company has a technology-driven strategy. Lemonade, the insurer, also promised adjusted EBITDA breakeven by the fourth quarter.
One carrier made a clear AI leadership move. On September 25, ERGO Group, the insurer, created a Chief AI Officer role on its management board (GlobeNewswire). It named Guy Goldstein, chief executive of its ERGO NEXT unit, to lead AI across its full value chain. He starts in the role on October 1. In the other direction, Prudential cut 89 jobs in Newark (WARN Tracker).
The ledger shows no new capital move by an insurer this month. The September funding items were rounds raised by startups, not spending by incumbents. In August, Aon, the insurance broker, agreed to buy USI Insurance Services from KKR for $17 billion. Allstate's filing shows where September's cash pressure sat, with $748 million of August catastrophe losses (SEC filing).
Mosaic Insurance, a specialty insurer, launched its HALO digital underwriting system on September 21 (Insurance Journal). HALO is AI-powered and combines broker trading activity, underwriting decisions and portfolio outcomes. It targets the specialty small and midsize business market. The report gave no usage or results figures. ERGO's new Chief AI Officer will also oversee AI implementation across the group (GlobeNewswire).
Carriers gave a few dates this month. ERGO announced its Chief AI Officer on September 25, with the role starting October 1 (GlobeNewswire). Mosaic launched HALO on September 21 with no rollout schedule. New York's proposal has no effective date in the ledger. Colorado's AI rules are set for a hearing on October 26, and the NAIC plans to consider its AI tool in November.
The score of 56 reflects a Change Score of 65 and a Response Score of 54. Change leads response by 11 points. Each indicator is rated 0 to 5 in half points by two independent reviewers, and the ratings shown are their average. How we score.