FWD Research has developed a survey to understand the vulnerabilities of SME customers and is working with a collaboration of insurers and brokers to understand how these vulnerabilities affect the outcomes they get from the insurance market. The commercial lines insurers are Allianz, Aviva, Axa UK, RSA and Zurich. The brokers are Brown & Brown, Gallagher, Howden, Jensten and PIB.