Advocate Technologies announced its public launch on Aug. 4, 2026, introducing the commercial insurance industry's first standardized pricing and coverage benchmarking platform. The New York-based firm emerged from stealth operations that began in 2020, backed by $18 million in seed funding from Vestigo Ventures, Brewer Lane, MetaProp, and select family offices. The launch addresses a critical transparency gap in a market where policy prices and coverage terms have historically lacked the standardized data visibility found in equities or fixed-income markets.

The platform is built on a proprietary data network drawing on $7.3 billion in real-world premiums across 70,000 policies. This dataset allows Advocate to generate standardized benchmarks for brokers, lenders, risk managers, and asset owners. By leveraging this scale, the company aims to replace days of manual policy review with an AI-driven process that completes analysis in minutes, identifying material coverage gaps and premiums that can exceed market averages by more than 100%.

Platform Capabilities and Technology

At the core of Advocate’s offering is the World Insurance Model (WIM), an AI engine designed to read unstructured and nonuniform insurance policy documents. WIM resolves these documents into a proprietary standardized structure, enabling accurate price and coverage-quality benchmarks. The system provides users with insights into carrier appetite, carrier pricing, proposal generation, and portfolio-wide gap assessments.

The technology transforms decades of broker and risk manager judgment into repeatable data points. This gives property owners a clear line of sight into each transaction, allowing them to identify instances where they may be overpaying, underinsured, or exposed to avoidable risk. As more professionals use the platform for benchmarking and compliance, the underlying data network grows, delivering increasingly valuable insights to every user.

Market Context and Leadership Commentary

Ashwin Agarwal, CEO and co-founder of Advocate Technologies, highlighted the disparity between insurance and other financial markets. "You can find the market price and financial details of any stock, bond, derivative, or other products traded in global markets, except for insurance," Agarwal said. He noted that every major market has undergone a transparency event that enables practitioners to better serve customers, leading to market expansion. "Commercial insurance professionals are waiting for this shift so they can better serve customers, and we are here to enable it."

Dimitris Psaropoulos, CTO and co-founder, emphasized the shift from anecdotal knowledge to structured data. "Commercial insurance has always depended on unwritten market memory: what a broker or risk manager has seen before, who they can call, and how quickly they can interpret a complex policy," Psaropoulos said. "We built Advocate to turn that memory into data."

David Haddad, Head of Product Engineering at Advocate Technologies, added that the platform evaluates any policy's price, coverage quality, and compliance against real transaction data. "The hard part was turning judgment into something structured, repeatable, and comparable across the entire market," Haddad said.

What the Numbers Show

The concentration of $7.3 billion in premium data within 70,000 policies indicates a high average policy value, suggesting the platform is heavily weighted toward large commercial accounts rather than small business lines. This depth of data allows for granular benchmarking in complex segments where pricing opacity is highest. Furthermore, the tracking of insurance compliance across more than $1.3 trillion in commercial real estate assets underscores the platform's relevance to institutional lenders and asset managers who require rigorous oversight of collateral protection.

Access and Availability

Commercial insurance professionals can sign up and access benchmarks at advocate.app in under 60 seconds, with no sales calls or other barriers required. The company also releases market data weekly through the Advocate Insurance Desk, a 30-minute pricing recap available online. Advocate Technologies is headquartered in New York City, with additional offices in Prague and Athens.