A regional insurance carrier brought us in after two failed attempts to ship an AI-assisted underwriting tool internally. Within the first week, our Discovery Engineer sat in on underwriter calls and found the real blocker wasn’t the model, it was that underwriters didn’t trust a black-box score. We shipped a version that showed its reasoning inline, and adoption went from near-zero to routine use across the team in about six weeks.