Airclerk began by building AI workflow software for insurance. Through that work, we developed deep practical experience in document-heavy regulated workflows, frontier models, human-in-the-loop processes and auditability. The market moved quickly - and so have we.
Claude and other frontier platforms are increasingly becoming the application layer. The product moat for standalone AI wrappers is eroding quickly.
Our conviction is that the opportunity is not to compete with Claude, but to help financial and professional services firms implement it safely and effectively. That requires deep industry context, governance discipline, and the ability to build the rails underneath - connectors, MCPs, orchestration, evidence and approvals. That is what Airclerk does now.
Cofounded and built an early Salesforce.com partner. Knows the power of an ecosystem - now doing the same with Claude.
The enterprise Account Executive so invested in customer outcomes he crossed the aisle into consulting.
Matthew is a hands-on engineering leader with two decades of experience across backend systems, product engineering, cloud infrastructure, integrations, AI workflows, and scalable web services. He designs and builds reliable software that connects complex systems, automates real-world workflows, and gets products into production.
Forcing users into another portal is a losing strategy. The workbench is the model - Claude first, but the principle holds whichever platform wins.
Integration, governance and trust are the durable layers.
One workflow running safely in production is worth ten polished pilots.
Local insurers and FS organisations should not be left waiting for a US vendor's roadmap.
A 30-minute conversation is the best way to find out whether the Readiness Sprint is the right starting point for your organisation.