Duck Creek Technologies

The April 2026 agentic layer is described as leveraging existing data, configurations and interfaces while preserving prior technology investments, all language of something placed on a working system. Remove the models and policy administration, billing and claims carry on, a system of record with intelligence attached.

The chief executive commits to agents running with traceability and a human in the loop, and governance is an architectural layer rather than a feature. Neither the underwriting workbench nor the first notice of loss experience states what an agent may finish unattended, and partner built agents carry no stated obligations.

Platform layers are enumerated and traceability is built in, giving a model risk function something to interrogate, but no accuracy, error rate or validation result is published. The $80 billion figure in the launch is a consultancy's market projection, not a product result.

The chief information officer of a Bermuda based global specialty carrier is quoted by name, and analyst quadrant leader standing backs the platform. The agentic line has no named customer or outcome yet, and its one AI award is a hackathon run by the company's own private equity owner.

Neuro symbolic reasoning is claimed as the way agents stay within carrier workflows and regulatory constraints, and a symbolic component can encode a rule an agent must not break in a way pure learning cannot. The claim carries no technical detail or evaluation, and no model card or red team result appears for first party or marketplace agents.

European data protection support and encryption with customer specific keys are documented rather than asserted. The Gramm Leach Bliley Act (GLBA) is not named, and nothing describes what data the agents may access.

A structured trust page names ISO 27001, annual SOC 1 and SOC 2 audits, both at Type II, and a PCI DSS self assessment for service providers. The reports themselves are downloadable by customers or available on request. That is a working route to evidence, marred only by the trust page calling the offerings compliant where the product page says certified.

A published whitepaper on DORA, the European operational resilience regime that pulls technology suppliers into insurers' regulatory perimeter, sits beside documented support for Australian prudential outsourcing standards. The EU AI Act goes unaddressed, though agentic underwriting now ships into markets where it designates insurance risk assessment high risk.

Published governance covers traceability, orchestration and control, which answer questions about process and record rather than whether outcomes fall evenly. An underwriting workbench shaping who gets cover and an intake agent characterizing claims at first report both lack any bias testing or disparate impact analysis.

The service level agreement covers availability, disaster recovery and capacity, which address whether the platform runs, not whether it was right. No warranty or liability cap is published, and nothing divides responsibility when a partner built agent causes harm inside the vendor's governance layer.

A proprietary insurance ontology is named as the context layer, and the marketplace makes partner and customer built agents explicit rather than hidden. Whose foundation models sit inside the agents is never named, so a carrier adopting a partner agent inherits a dependency it cannot see.

The data foundation supports rival core systems, so a carrier on a competitor's core can adopt the agentic layer, a lock in the vendor chose to forgo. Its gateway connects agents over the model context and agent to agent protocols by name, though peer reviewers call the data architecture hard to integrate.

The cloud service runs on Microsoft Azure, and a published shared responsibility model sets out which controls stay with the carrier, a document third party risk teams need. Embedded and headless options add flexibility, but no region list, residency commitment or tenancy description appears.

Core suite and agentic platform both lack a published price, and the company has been private since 2023. Peer reviews instead flag implementation cost and multi month upgrades for heavily customized installs, a total cost signal from customers rather than the vendor.

Named carriers span personal, commercial and specialty lines across four continents, and the product reaches the operating estate from policy and billing to reinsurance and payments. Life and health lines are out of scope, though multi country layers and a commitment to the London specialty market extend the footprint.