Cowbell launches OMNI AI system for specialty insurance

Cowbell has launched OMNI, an AI-native decision intelligence system for specialty insurance, and is now using it across underwriting and other insurance workflows.

The launch marks a push to automate more of the specialty insurance process while keeping human underwriters in control of final decisions. OMNI combines AI agents with underwriting staff to assess submissions, analyse risk, and produce coverage and pricing recommendations.

The first application targets excess and surplus business for small and medium-sized organisations, where submission volumes are high and premiums are often too low to justify lengthy manual review. Cowbell says eligible non-admitted quotes can now be produced in minutes rather than days or weeks.

According to the insurer, OMNI has already contributed to a 53% rise in new business since its rollout to support underwriting. It has also reduced product deployment cycles from about eight months to as little as six weeks.

Those shorter timelines have supported the rollout of new products and expansion outside North America. Cowbell says the faster development cycle is helping its push into Europe and Asia while allowing it to adapt products to local regulatory requirements and market conditions.

How It Works

OMNI is built on Cowbell's existing platform and draws on data from a global risk pool of more than 55 million entities. The system is designed to support underwriting, claims, cybersecurity services, customer engagement, product development, and internal operations.

The platform has three main elements: intelligence, orchestration, and governance. In practice, that means AI tools gather information, route tasks, and measure outcomes, while staff retain oversight of decisions.

Bellwether, Cowbell's internal performance measurement tool, tracks AI adoption, operational effectiveness, and business outcomes. The monitoring is intended to show how AI-assisted decisions are made and how they perform over time.

Specialty insurers have been testing artificial intelligence in narrow parts of their operations for several years, often through document handling, broker support, or customer service chat tools. Cowbell positions OMNI as a broader operating system for decision-making across the insurance lifecycle rather than a standalone assistant.

"Specialty lines are increasingly defined by bifurcation," said Jack Kudale, founder and chief executive officer of Cowbell. "The market remains highly risk-segmented, requiring more granular underwriting as pricing pressure intensifies and loss costs, litigation, and volatility remain elevated. With OMNI, we are unifying intelligence, automation, governance, and performance measurement into an AI-native Decision Intelligence System purpose-built for specialty insurance. OMNI simplifies complex underwriting, makes digital risks more manageable, and enables brokers, policyholders, and insurance professionals to make faster, more informed decisions. As we expand OMNI across claims, cyber resilience, and product innovation, we are building an intelligence foundation that will continuously improve how specialty insurance is delivered."

Broader Shift

The move reflects a wider shift in insurance as companies try to move beyond limited generative AI trials and put automated systems into core business functions. For specialty insurers, the pressure is especially acute in areas where complex risk selection must be balanced against the economics of handling large numbers of smaller accounts.

Human underwriters retain final authority over decisions, even as AI agents gather internal and external underwriting intelligence, assess appetite, and prepare recommendations. Cowbell says the approach is intended to preserve consistency and governance while reducing manual workload.

Rajeev Gupta, co-founder and chief product officer, said the system is intended to extend beyond underwriting. "Insurance doesn't need another chatbot. OMNI goes further by orchestrating decisions across the entire specialty insurance lifecycle," Gupta said. "OMNI helps underwriters evaluate complex risk, claims advisors accelerate claims handling, cybersecurity advisors strengthen cyber risk recommendations, concierges improve customer engagement, and engineers dramatically shorten product development cycles."

Cowbell sells cyber and specialty insurance products for small and medium-sized enterprises and operates in the United States, Australia, and the United Kingdom. OMNI is being deployed progressively across its business through the Cowbell platform and connected AI systems.

The company pointed to the launch of Prime One for the US middle market as an example of how the system can shorten the path from design to market. Reusable underwriting intelligence and modular product components, it says, have allowed it to develop and deploy new offerings more quickly.

Gupta said the aim is to build a system that improves with each decision. "The real breakthrough isn't simply launching products faster," Gupta said. "It's creating an AI-native operating model where every new product, underwriting decision, and claim continuously improves the next one. That's how we believe specialty insurance evolves, from static workflows to intelligent systems that learn and adapt over time."