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MassMutual: AI efforts

MassMutual is one of the most AI-mature US life insurers — top 10 in the Evident AI Index in both 2025 and 2026, and Evident's most active insurer AI investor. Its AI roots run to 2013, and a 2019 peer-reviewed paper showed its algorithmic "life score" beats traditional underwriting. Part of InsureBench's overview of AI in insurance; every figure is sourced.

Where MassMutual ranks on AI

MassMutual ranks #10 in the 2026 Evident AI Index for Insurance (down from #8 in 2025, but top 10 both years), with Innovation its strongest pillar (3rd).1 Evident also names it the most active AI venture investor it tracks, with MassMutual Ventures backing 13 AI companies.2

Its standout result is rigour: a peer-reviewed, MassMutual-authored 2019 paper showed its algorithmic "life score" outperforms traditional underwriting by 6% on claims.3

Evident AI Index 2026
#10of 30
global insurers
Top 10 in 2025 and 2026; Evident's most active insurer AI investor (13 companies).
Talent
Innovation
Leadership
Transparency
#10 in 2026 (#8 in 2025) per Evident; pillars are illustrative of the four dimensions.
#10
in the 2026 Evident AI Index (#8 in 2025)
13
AI companies backed — the most of any insurer (Evident)
6%
better than traditional underwriting (peer-reviewed life score)
~80
data scientists, a team built from a single hire in 2013

The AI build-out

From insurance's earliest data-science teams to a measured, governed move into generative AI.

2013

First data scientist

MassMutual hires Sears Merritt (now CIO) as its first data scientist, building a team that grows to ~80.4

~2015

Mortality risk model

Merritt's team builds a mortality risk model used to price policies and manage underwriting risk.4

2019

Peer-reviewed life score

A MassMutual-authored AAAI paper shows its algorithmic life score beats traditional underwriting by 6% on claims.3

Jul 2024

Backs Gradient AI

MassMutual Ventures joins Gradient AI's $56M round, an AI platform for underwriting and claims risk.5

Feb 2025

Gen-AI assistants

MassMutual reveals internal-only gen-AI virtual assistants (a 9-month build), cutting service response time ~10%.4

Jun 2026

Evident AI Index

MassMutual ranks #10 of 30, staying in the top 10 for a second year.1

Inside the programme

Deep predictive underwriting, internal gen-AI, and the industry's most active AI venture arm.

Underwriting

"Life score"

6% better

A peer-reviewed algorithmic underwriting score that outperforms traditional underwriting on claims.3

Gen-AI

Virtual assistants

Internal-only

Employee-facing gen-AI built in ~9 months on a 36-month cloud data overhaul, cutting service response time ~10%.4

Investing

MassMutual Ventures

13 AI cos

The most active insurer AI investor Evident tracks — e.g. participating in Gradient AI's round.2

Stack

Microsoft + AWS

Anti-lock-in

Microsoft and GitHub Copilot, gen-AI in Microsoft 365, primarily on AWS with some Azure, by design.4

"We're going to be very, very thoughtful and diligent before we put anything directly in front of a policyholder, because the cost of an error right now is too high to just let these things loose."

Sears Merritt, CIO, MassMutual — Feb 20254

Measured by design, human-in-the-loop

MassMutual is deliberately cautious: all generative AI is employee-facing only, under mandatory training and human oversight, with no model placed directly in front of a policyholder until the error cost is acceptable. The roadmap is to evolve today's assistants into governed autonomous agents.

That correctness bar — is the model right enough to trust? — is exactly what an insurance AI benchmark measures.

How MassMutual runs AI
  • Internal-only generative AI (no direct-to-policyholder)
  • Human-in-the-loop with mandatory employee training
  • Peer-reviewed, measured modelling (AAAI 2019)
  • Most active insurer AI venture investor

Why this matters for benchmarking

MassMutual built one of insurance's earliest rigorous underwriting models and is extending into gen-AI carefully. Whether those models are right is exactly what InsureBench measures. See the methodology.

Sources

  1. Evident Insights — AI Index for Insurance 2026 (MassMutual #10). evidentinsights.com
  2. Evident Insights — AI Insurance Index Special Edition 2025 (#8; 13 AI investments). evidentinsights.com
  3. AAAI — Transforming Underwriting in the Life Insurance Industry (2019). aaai.org
  4. Fortune — MassMutual CIO Sears Merritt on data & AI (Feb 26 2025). fortune.com
  5. Gradient AI — Gradient AI secures $56M Series C (MassMutual Ventures; Jul 30 2024). gradientai.com
  6. Digital Insurance — MassMutual exec on applying AI to insurance (May 15 2023). dig-in.com
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