The insurance industry stands at the cusp of as technology transforms the way we manage risk. Machine learning have the potential to alter how insurers evaluate policies, prevent fraud, and engage with customers. Traditional players embracing these tools to develop innovative insurance services that meet the evolving needs of a digital world. This