Gradient AI

Gradient AI

AI-driven insurance underwriting and claims analytics

Overview

Gradient AI builds AI-powered software for insurers to improve loss ratios and profitability by predicting underwriting and claims risks with greater accuracy. Its platform leverages a data lake containing tens of millions of claim records and outcomes, enriched with third-party data, to identify trends, outliers, and interrelationships across insurance processes such as group health underwriting and general liability claims management. Insurers use the software to guide growth and profitability decisions, integrating insights into their existing workflows. A key differentiator is the scale and insurance-specific focus of its analytics engine, which combines extensive claim history with external data to deliver actionable risk predictions. The company’s goal is to help insurers balance growth with profitability by providing precise risk forecasts and decision support across underwriting and claims operations.

About Gradient AI

Simplify's Rating
Why Gradient AI is rated
B-
Rated B on Competitive Edge
Rated B on Growth Potential
Rated C on Differentiation

Industries

Data & Analytics

Enterprise Software

AI & Machine Learning

Financial Services

Company Size

51-200

Company Stage

Series C

Total Funding

$86.8M

Headquarters

Boston, Massachusetts

Founded

2018

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Simplify's Take

What believers are saying

  • September 2026 Renewal Analytics upgrade deepens wallet share with existing Group Health customers.
  • March 2026 ClaimVoyant and ClaimVector broaden product coverage into workers' compensation and brokerage.
  • CIBC Innovation Banking's March 2026 growth capital supports expansion after the $56.1 million Series C.

What critics are saying

  • Planck, Federato, and Shift Technology compress pricing power across underwriting and claims by 2027.
  • Customer trust depends on model accuracy; a bad claims flag triggers faster carrier churn.
  • If brokers standardize on cheaper benchmarks, Gradient AI becomes replaceable insurtech middleware by 2028.

What makes Gradient AI unique

  • Gradient AI owns an insurance-only data lake of tens of millions of claims.
  • September 2026 Renewal Analytics adds IBNR, peer benchmarking, and termination-risk scoring for renewals.
  • ClaimVoyant and ClaimVector embed predictive triage across FNOL, underwriting, and broker workflows.

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Funding

Total Funding

$86.8M

Below

Industry Average

Funded Over

4 Rounds

Series C funding is usually for startups that are doing well and are looking for more money to fuel major growth, such as acquiring other companies, expanding into global markets, or launching new product lines. Investors typically include larger venture capital firms and private equity.
Series C Funding Comparison
Above Average

Industry standards

$50M
$50M
Medium
$56.1M
Gradient AI
$62M
SeatGeek
$100M
Oura

Benefits

Health Insurance

Dental Insurance

Vision Insurance

401(k) Retirement Plan

Stock Options

Unlimited Paid Time Off

Flexible Work Hours

Remote Work Options

Paid Parental Leave

Growth & Insights and Company News

Headcount

6 month growth

↑ 3%

1 year growth

↑ 1%

2 year growth

↑ 2%
Morningstar
Sep 9th, 2026
Gradient AI delivers major Renewal Analytics upgrade with new capabilities for Group Health customers and stakeholders.

Gradient AI delivers major Renewal Analytics upgrade with new capabilities for Group Health customers and stakeholders. Provided by Business Wire Sep 9, 2026, 7:00:00 AM Latest release adds integrated risk scoring, group terminations, peer benchmarking, IBNR adjustments, and client-ready PDF reporting to the company's market-leading renewal platform. Gradient AI, a prominent enterprise software provider of artificial intelligence solutions for the insurance industry, has launched a significant expansion of Renewal Analytics, its Group Health platform that translates claims experience into forward-looking risk assessments. The latest release introduces new capabilities - including Incurred But Not Reported (IBNR) adjustments, peer benchmarking, a group termination model, integrated risk scoring, and client-ready PDF reporting - alongside continued enhancements to the platform's analytics, drilldown, and filtering functionality. The latest release of Gradient AI's Renewal Analytics introduces new capabilities - including Incurred But Not Reported (IBNR) adjustments, peer benchmarking, a group termination model, integrated risk scoring, and client-ready PDF reporting - alongside continued enhancements to the platform's analytics, drilldown, and filtering functionality. Whereas most Group Health reporting solutions merely reveal what has already transpired, Renewal Analytics connects four steps into one integrated solution: it shows performance across portfolios, segments, groups, and members; it isolates the conditions, drugs, and segments driving cost and risk; and it projects each group's and member's future risk for the next 12 months, then turns that risk into a renewal price with the built-in Rate Calculator. New Capabilities * Integrated Risk Scoring. Applied automatically at the member level, the new module generates a single blended risk score combining a customer's own claims data with signals from third party data sources. The benefits are particularly valuable for newer groups or groups with high member turnover where gaps in experience data exist. The result is more accurate premium pricing, lower volatility, and sharper underwriting focus. * Group Termination Model. A new module scores every group with a termination-risk rating before a rate action is set, using a proprietary machine learning model. The model provides insurance teams with a data-driven basis for prioritizing retention efforts, focusing discounts, and pushing harder on rate increases for unprofitable yet unlikely to leave groups. Notably, the tool supports underwriters' judgments rather than replacing them. * Peer Benchmarking. A new benefit available across Performance Metrics, Drivers and Group Summary views - allows users to instantly compare any group or their full portfolio against a relevant peer set. Comparisons extend to specific cost drivers including condition prevalence and drug utilization, bringing peer context directly into renewal decisions and broker conversations. * IBNR Adjustments. Users can now apply Incurred But Not Reported (IBNR) adjustments directly within Renewal Analytics, replacing the lagging view of claims and medical loss ratios with a forward-looking projection that reflects how claims are likely to develop. Applicable at both the portfolio and group levels, the feature includes side-by-side adjusted versus unadjusted trendlines, enabling fairer period comparisons and more grounded renewal and cost containment decisions. * Group Summary PDF. A new client-ready PDF reporting element turns Renewal Analytics data into a branded, shareable report in a few clicks, eliminating manual export and rebuild work. Designed for underwriters and account managers preparing renewal materials, the PDF is built for external audiences including brokers, employer HR leaders and consultants. Taken together, the latest enhancements deliver benefits that build on Renewal Analytics' existing foundation: greater clarity through enhanced metrics, newly added touchpoints and IBNR-adjusted views; improved efficiency through streamlined workflows, faster navigation and automated PDF reporting; deeper insight through peer benchmarking, multilevel drilldowns and integrated risk scoring; and stronger decision intelligence through a better understanding of costs, risks, termination likelihood and member outcomes. Beyond platform refinements, the latest release introduces capabilities that extend what Renewal Analytics can do at both the group and portfolio levels. "Renewal Analytics has proven to be a market-leading platform that enables risk assessors to understand the factors driving results, identify risks well before they become claims, and act at the most appropriate level," said Marc Jeffreys, Health GM, Health Gradient AI. "This release extends that capability significantly, adding the tools underwriters and actuaries need to fill gaps in experience data for new groups and new members, see claims as they're likely to develop, benchmark groups against relevant peers, and anticipate which groups are at risk of leaving before a rate decision is made. Always, the goal is helping our customers balance financial stewardship with improved member outcomes." Aligning with SAIL(TM), Gradient AI's solutions suite for new business, Renewal Analytics assists insurers and decision-makers navigating shifting challenges such as rising healthcare costs, unpredictable claim patterns, emerging member health risks and rising competition. By aligning processes across the full policy lifecycle, Gradient AI's suite of solutions reduces variability and enhances outcomes, ensuring consistent risk logic is applied across quoting, renewal pricing and population management while boosting operational efficiency. About Gradient AI Gradient AI is a leading decision-intelligence partner for the insurance industry, providing customers with competitive advantages by revealing risk others might miss - then translating those insights into stronger performance and real-world impact. Gradient AI's platform harnesses a vast industry data lake - tens of millions of policies and claims enriched with economic, health, geographic, and demographic signals - integrating cleanly with existing workflows to make complex risk clear, usable, and actionable. Customers include recognized carriers, brokers, consultants, MGAs, MGUs, TPAs, risk pools, and PEOs. Christopher Dale, Turchette Agency (973) 227-8080; [email protected] The articles, information, and content displayed on this webpage may include materials prepared and provided by third parties. Such third-party content is offered for informational purposes only and is not endorsed, reviewed, or verified by Morningstar. Morningstar makes no representations or warranties regarding the accuracy, completeness, timeliness, or reliability of any third-party content displayed on this site. The views and opinions expressed in third-party content are those of the respective authors and do not necessarily reflect the views of Morningstar, its affiliates, or employees. Morningstar is not responsible for any errors, omissions, or delays in this content, nor for any actions taken in reliance thereon. Users are advised to exercise their own judgment and seek independent financial advice before making any decisions based on such content. The third-party providers of this content are not affiliated with Morningstar, and their inclusion on this site does not imply any form of partnership, agency, or endorsement.

Insurance Edge
Aug 12th, 2026
Gradient AI will join panel at 2026 Workers' Comp Conference.

Gradient AI will join panel at 2026 Workers' Comp Conference. A little bit of event news from the USA; Gradient AI, a prominent enterprise software provider of artificial intelligence solutions for the insurance industry, will participate in a panel at the 2026 Workers' Compensation Institute's 80th Annual Workers' Compensation Educational Conference. Entitled "Early Warning: Spotting Delayed Recovery Risk Before a Claim Deteriorates," the panel will take place on August 26 from 9:50 - 10:50AM in Grand Ballroom 8A of the Orlando World Center Marriott. Moderated by Kim Wiswell, Gradient's Director of Managed Care Solutions, the discussion will be headlined by Brook Rosenbaum, General Manager, Property & Casualty for Gradient AI. Delayed recovery claims represent a disproportionate share of workers' compensation costs, and the factors that drive poor outcomes are often present long before the file becomes a problem. The session will center around mitigating the challenges to discovering those signals swiftly and accurately. Attendees will be provided with practical insights, along with an exploration of how new technologies can identify claims at elevated risk for delayed recovery within days of FNOL, and what patterns these models detect. The session will also address the crucial question of what happens once a claim is flagged. Ms. Wiswell's and Mr. Rosenbaum's participation in the panel showcases Gradient AI's reputation for developing AI-powered tools that inform and assist insurance-related decision-making. For example, the company's ClaimVoyant(TM) helps insurers identify emerging claims risks before they escalate. The platform allows Workers' Comp (WC) carriers, third-party administrators (TPAs), self-insured employers, PEOs and broker-consultants to flag claims likely to be expensive, complex or involve delayed recovery periods. It also provides early indicators that create opportunities for thoughtful intervention, leading to appropriate staff assignment and proper care management planning. With a claimant match rate exceeding 90%, Gradient AI's ClaimVoyant(TM) solution parlays data captured at First Notice of Loss (FNOL) into actionable insight for program managers. In doing so, the AI-driven triage tool provides a gateway to deeper intervention for injured workers, including recommendations on whether to obtain ClaimVoyant(TM) detailed reports, available with medical authorization. "Insurance organizations are under increasing pressure to make faster, more informed decisions while navigating growing claims complexity," said Brook Rosenbaum, General Manager, Property & Casualty for Gradient AI. "Conversations like the WCI panel are essential because they bring together industry leaders to explore how AI can responsibly augment human expertise, helping carriers improve outcomes for both their business and the people they serve."

Complete AI Training
Jul 30th, 2026
Gradient AI raises $56M and rebrands as insurance decision intelligence platform

Gradient AI has rebranded following a $56 million Series C funding round, marking its evolution into an insurance decision intelligence platform. The Boston-based company, founded in 2018, has expanded beyond its startup roots to serve carriers, third-party administrators, brokers, and self-insured employers. The platform operates one of insurance's largest data lakes, covering tens of millions of policies and claims enriched with economic, health, geographic, and demographic data. It integrates with existing systems across group health, property and casualty, and workers' compensation sectors. CEO Stan Smith said the company has "earned deep trust" helping insurers make better decisions with AI. The rebrand shifts focus from technical features toward decision quality and trust, targeting C-suite executives. The company reports double-digit year-over-year growth.

WorkCompWire
Mar 18th, 2026
Gradient AI launches new Workers' Comp triage solution.

Gradient AI launches new Workers' Comp triage solution. March 18, 2026 - WorkCompWire Boston, MA - Gradient AI recently introduced a new AI tool allowing Workers' Comp (WC) carriers, third-party administrators (TPAs) and self-insured employers to flag claims likely to be expensive, complex or involve delayed recovery periods. The company's ClaimVoyant(TM) solution provides early indicators that create opportunities for thoughtful intervention, leading to appropriate staff assignment and proper care management planning. Expenses for claimants with pre-existing physical comorbidities and psychological conditions can be three to four times as high as those without such conditions. Early identification of these claims enables proactive treatment that better manages the recovery trajectory for an injured worker, giving AI tools like ClaimVoyant(TM) a clear, commonsense path to expedient return on investment. With a claimant match rate exceeding 90%, Gradient AI's ClaimVoyant(TM) solution parlays data captured at First Notice of Loss (FNOL) into actionable insight for program managers. In doing so, the AI-driven triage tool provides a gateway to deeper intervention for injured workers, including recommendations on whether to obtain ClaimVoyant(TM) detailed reports, available with medical authorization. ClaimVoyant(TM) is available at an accessible price point and offers a variety of delivery options - including portal, application programming interface (API), computer system validation (CSV), and core system integration. "Our new ClaimVoyant solution delivers powerful insights at FNOL that enables carriers, TPAs and self-insured employers to take meaningful action before a claim trajectory takes a negative turn," said Brook Rosenbaum, General Manager, Property & Casualty for Gradient AI. "Notably, ClaimVoyant's ease of use and flexibility allows for integration in virtually any claims handling workflow." Gradient AI's ClaimVoyant(TM) triage tool is currently available for Workers' Comp insurance settings. The company has plans to expand the solution's purview to additional lines of business in the future.

Associated Press
Mar 3rd, 2026
CIBC Innovation Banking backs insurtech Gradient AI with growth capital

CIBC Innovation Banking has provided growth capital financing to Gradient AI, an enterprise software provider specialising in artificial intelligence solutions for the insurance industry. The financing will support Gradient's expansion plans and platform development efforts. Gradient's AI solutions help insurers improve loss ratios and profitability by predicting underwriting and claim risks more accurately, whilst reducing quote turnaround times and claim expenses through intelligent automation. The company's software-as-a-service platform leverages a vast industry data lake comprising tens of millions of policies and claims, combined with economic, health, geographic and demographic information. Gradient is backed by Centana Growth Partners, MassMutual Ventures, Sandbox Insurtech Ventures and Forte Ventures. CIBC Innovation Banking manages over $11 billion in funds across North America.

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