Atidot

Atidot is an AI-native predictive analytics platform built specifically for life insurance and annuities. Founded in 2016 in Ramat Gan (Tel Aviv) by Dror Katzav and Barak Bercovitz — both alumni of the Israeli Intelligence Corps technological unit — and Assaf Mizan, former chief actuary at the Israel Ministry of Finance, the company now runs from offices in California, London and Tel Aviv and sells almost entirely into North American life and annuity carriers.

Where it sits in the stack. Atidot is in the actuarial / in-force analytics layer, but it is not a reserving or cash-flow testing platform. Traditional life actuarial software — Milliman Arius, WTW Radar, Moody's AXIS, FIS Prophet — exists to produce valuations, reserves and capital numbers on a periodic (monthly, quarterly, annual) cadence, heavily constrained by actuarial assumption-setting governance. Atidot operates a rung above that: it ingests the carrier's policy master, billing, claims and campaign data and runs machine-learning models that score every policy and every policyholder for behavioural outcomes — lapse probability in the next 4-6 months, surrender in annuity contracts, cross-sell propensity, likely premium change. The output is a scored list an in-force management team or a marketing/retention ops team can action immediately, rather than an assumption update for the next valuation cycle.

What the product does. The platform is cloud-native and supports whole life, universal life and term life, plus annuities. The headline workflows are (1) lapse and surrender prediction with reason codes, (2) orphaned-policy reassignment for blocks where the writing agent has left, (3) in-force valuation support for M&A on life blocks, and (4) next-best-action scoring for cross-sell and premium optimisation. Atidot has explicitly framed the product against the gap that reserving platforms leave: actuaries know the aggregate lapse rate; Atidot tells them which policies will lapse, where, and why.

Named deployments. Two tier-one US carriers are publicly confirmed. Guardian Life announced a joint venture with Atidot in March 2021 covering product development, underwriting, marketing and distribution; the announcement was led on the Atidot side by CEO Dror Katzav. Pacific Life was announced in June 2020 as a user of iPipeline's InsureSight case analytics with Atidot's predictive models underneath — specifically for analysing the impact of product and pricing changes on prior sales performance. A partnership with SCOR's subsidiary ReMark (April 2022) operationalises Atidot's lapse scores into targeted retention and cross-sell campaigns for life insurers; NTT DATA added Atidot to its Global Insurance Digital Platform ecosystem in September 2022 as a value-added analytics service. Atidot has publicly referenced "20 carriers and 70 insurance distributors" as the installed base; the three names above are the ones consistently confirmable in primary sources.

Analyst position. Gartner named Atidot a Cool Vendor in Insurance in its May 2019 report — the major third-party validation on record. Atidot is listed in the Celent vendor directory as a life insurance analytics vendor, though no standalone Celent evaluation report is publicly attributed to the company. Trade-press coverage in Insurance Innovation Reporter, Digital Insurance and Life Insurance International has been steady since the 2017-2020 launch window.

Funding and ownership. Atidot is independent. The $5M Series A in March 2018 was led by Vertex Ventures with D.E. Shaw, Moneta Seeds and Bank Hapoalim. Subsequent rounds (including participation from Microsoft's M12, SixThirty, Hudson Structured Capital Management and InsurTech NY) have taken aggregate disclosed funding to approximately $18M per PitchBook. No Series B has been announced publicly as of April 2026, which is unusual for a platform with carriers the size of Guardian and Pacific Life named — worth flagging for anyone modelling runway.

The comparison that matters. For a US life carrier evaluating this space, the mental model is: keep Prophet / AXIS / Arius for reserving, add Atidot (or a competitor) for policyholder-behaviour scoring. The competitor set is small — Milliman's own analytics practice, Verisk LifeRisk, reinsurer-owned platforms (RGA ROSE, Munich Re's life data tools), and a few AI-native entrants positioning on similar ground. Atidot's distinctive wedge is that it was built life-and-annuity-native from 2016, with actuarial credibility on the founding team, and has chosen distribution partnerships (iPipeline, SCOR/ReMark, NTT DATA) rather than trying to sell direct against the reinsurer-owned incumbents.