Prestige Trucking Acquires Mulligan, Launches Insure Stack

On April 9, 2026, Prestige Trucking Insurance announced the acquisition of Mulligan, an AI-driven insurance automation platform developed by Y Combinator and Pyq Inc. Prestige is rebranding the asset as Insure Stack and installing an executive team led by Christina Torres (CEO), Daniel Hausman (COO) and David Zhang (CTO). Pyq founder Aman Raghuvanshi will advise, and members of Pyq’s engineering team will join the new organization.

Mulligan is positioned as a workflow automation layer for broker operations — automating quoting, policy comparison, proposal generation and commission reconciliation. These are high-volume, structured workflows where rules engines, programmatic data extraction, and ML-assisted decisioning can reduce manual touch points and accelerate quote-to-bind cycles. The platform’s provenance from Y Combinator and Pyq suggests a startup-origin stack that integrates model inference, data pipelines and domain-specific business logic rather than a pure RPA play.

Prestige was an early adopter of Mulligan’s tooling and found the platform materially transformed internal workflows. The company recently launched CSMV Underwriters as a broker and program manager late in 2025 and was named Insurance Journal’s Best Agency to Work For in the Southeast in 2024 — signaling a growth strategy that pairs distribution with proprietary operations tech. Prestige intends to distribute Insure Stack to other brokers, converting an internal efficiency tool into a commercial product.

This deal is a concrete example of vertical firms buying or internalizing ML/automation IP to capture operational leverage and productize it for peers. For ML engineers and platform teams, the transaction highlights practical priorities: integrating model-driven automation with legacy policy administration systems, ensuring data lineage for commissions and proposals, and building APIs/SDKs for third-party broker adoption. It also underscores a recurring M&A pattern in insurance — acquisitions focused on workflow-level ML rather than headline generative models.

Whether Insure Stack is offered as an API-first platform or a managed service; how the combined teams handle model validation, governance, and regulatory compliance; commercial terms for other brokers; and performance metrics (accuracy, time-to-quote, reconciliation error rates) as evidence of ROI. Also monitor whether Pyq’s technology roadmap continues under the Insure Stack brand and how this acquisition influences similar deals across insurance-focused ML vendors.