Vellum Launches AI Ops Agent to Transform Insurance Data Workflows

Vellum, the AI-native platform for the insurance industry, today announced the launch of Val M., an operations agent designed to eliminate one of the industry’s most persistent bottlenecks: the manual ingestion and management of complex partner data. 

Built for MGAs, carriers, brokers, and reinsurers, Val transforms how insurance organizations monitor, validate, and act on incoming data, replacing reactive workflows with real-time operational intelligence and automation. 

As insurers face increasing data volume, regulatory pressure, and reliance on delegated authority models, ensuring timely, accurate, and auditable data has become mission-critical. Val addresses this challenge head-on, introducing an always-on operations layer that surfaces issues in real time, accelerates ingestion, and reduces operational risk. 

A New Approach to AI in Insurance 

Vellum is built on a simple premise: in a highly regulated industry like insurance, AI must be grounded in domain expertise, not generic models. 

Val reflects this philosophy through a hybrid architecture that separates deterministic, rules-based calculations, such as earned premiums and loss ratios, from AI-driven natural language exploration. This ensures that critical financial outputs remain consistent, auditable, and aligned with industry standards, while still enabling flexible, intelligent interactions with data. 

Meet Val: An Always-On Operations Layer 

Integrated seamlessly into the Vellum platform, Val acts as an intelligent operations assistant, continuously monitoring data pipelines, identifying issues, and enabling faster resolution across teams. With Val, users can: 

• Automatically track batch arrivals and processing status to ensure data flows remain on schedule 
• Proactively identify and investigate missing or delayed data before it impacts reporting
• Analyze operational metrics and portfolio performance through natural language queries
• Manage data validations by reviewing failures, summarizing issues, and accelerating resolution workflows 
• Facilitate partner communication with clear, contextual insights into data discrepancies 

By combining automation with real-time visibility, Val reduces manual workload, improves data reliability, and accelerates time to insight. When asked about their role in the insurance ecosystem, Val said, “I turn operational complexity into clarity—surfacing issues, answering questions, and helping your team act on data with confidence.”

Built on a Proven Foundation of Security and Scale 

Val is powered by Vellum’s established AI-driven ingestion pipeline, which includes specialized agents for inventorying, schema recognition, mapping, and data validation. These agents work together to resolve exceptions, standardize data, and propose updates for expert review, ensuring accuracy at every step. 

Security and governance are foundational to the platform’s design. Unlike general-purpose AI tools, Vellum ensures controlled, direct access to sensitive data, enabling advanced AI capabilities while maintaining strict compliance with data privacy and regulatory requirements. 

A Platform Vision for the Future 

“Generic AI isn’t built for the realities of insurance,” said Julianna Muir, Founder and CEO of Vellum. “Val represents a new approach, where AI is grounded in domain expertise, ensuring accuracy, transparency, and trust at every step. This is just the beginning of how specialized agents will reshape insurance.” 

Val is the first in a broader suite of specialized AI agents Vellum is developing to support underwriting, claims, finance, and portfolio management, creating a unified intelligence layer across the insurance lifecycle.