SecondSight closes Series A to take its insurance AI beyond cyber

Why it matters

SecondSight is using the Series A to expand SHAPE beyond cyber insurance, with an experienced underwriting executive leading the commercial effort. The investment size and evidence of commercial traction will determine how much room the company has to pursue that broader role.

SecondSight closed a Series A on October 5th, 2026, and named Jamie Bouloux president. CEO and founder Reuben Vandeventer said the funding will support product development and organizational growth as SecondSight takes its SHAPE platform beyond its cyber-insurance roots. The announcement did not give the round size or name its investors.

Bouloux will lead client relationships and commercial strategy, according to SecondSight's announcement. Before joining, he led Ryan Financial Lines and Celerity Risk, and spent eight years as founder and CEO of EmergIn Risk, a cyber-insurance managing general agent operating in the U.S. and London. Earlier, he led CFC Underwriting's large corporate cyber facility and held leadership roles at AIG, where he helped develop its international cyber product and strategy. The Society of Insurance Financial Management lists his degree as a BA in economics and history from Franklin & Marshall College.

SecondSight is addressing a problem in insurance: decisions depend on how an insurer's own policies, premiums, claims and exposures relate to one another, while much of the data remains spread across systems and workflows. A language model can help staff interpret documents or ask questions, but SecondSight says its core risk analysis comes from quantitative models trained on each customer's data.

The bet behind SHAPE

SecondSight CEO and founder Reuben Vandeventer has spent much of his career building data-focused companies. His public biography identifies him as a founder of SecondSight, d2.ai and Data Clairvoyance Group, as well as a co-founder of OpenINSIGHTS. The product's premise is to give insurers a connected view of their own data across submissions and risk scores.

SecondSight describes SHAPE as an operating system for insurance. Its announcement says the platform combines algebraic geometry and topological methods with deep learning to map relationships among policies, premiums, claims and exposures. It then trains specialized models for particular lines, segments and decisions. Underwriters and portfolio leaders can use the system to investigate risk concentrations, trace findings to underlying policies and test changes to pricing, underwriting appetite or exposure limits.

These are SecondSight's descriptions of the system; no independent performance results are provided. SecondSight says its models are reproducible, its forecasts communicate uncertainty, and updates require validation and human approval before production. It also says customers own the models trained on their data, including model weights and audit trails. The controls are meant to let underwriters examine recommendations and tie them to evidence before they affect a portfolio.

A KPMG survey published September 29th, 2026 found that 77% of surveyed insurance leaders believed failing to redesign enterprise architecture for AI would undermine competitiveness within five years. The same survey found 71% still used AI mainly for content generation or routine task automation, and only 11% reported strong data foundations and governance for scaling AI. The survey included insurance leaders across 20 countries and organizations with at least 500 employees.

SecondSight is positioning its quantitative systems, built around insurer-specific records, against general-purpose AI. Insurers will need to see how the platform changes decisions or portfolio outcomes, not simply how it processes information. The announcement describes capabilities, but gives no independently verified results showing impact on underwriting performance or loss ratios.

Capital for a broader market

The Series A follows an earlier $3 million seed round announced in October 2022. At the time, SecondSight said the round was led by Tim Crown, co-founder of Insight Enterprises, with participation from Indiana Ventures, Cook Ventures and Flywheel Fund. That seed financed SecondSight's emergence from stealth and its initial inside-out underwriting platform. The new round is intended to support a wider product and organizational push, though its terms and the investors' identities remain unspecified in the announcement.

Expanding beyond cyber insurance raises the commercial stakes. SecondSight's core pitch is that a shared data and modeling layer can connect intake, underwriting and portfolio management across lines, rather than serving only as a specialist cyber-risk tool. Bouloux's remit, as described by the company, puts him at the center of testing whether that proposition fits customers' existing decisions and workflows.

For Vandeventer, the move brings an executive who has run the kinds of underwriting businesses the software aims to serve. Bouloux said he was drawn to the visibility SecondSight promises from insurers' own data, and described his focus as helping teams understand that data and act on it with greater precision. The Series A gives SecondSight resources to pursue that broader role; the size of the investment and evidence of commercial traction will determine how much room it has to do so.