GenAIM Agentic Judgment for Specialty Insurance
AI-Operated. Human-Governed.
Workflows
Book a demo

Your systems automate everything around the judgment.
At every judgment call, the work stops and waits.

GenAIM is the layer your systems are missing, judgment, operated by AI, governed by your people. It picks up the work given to people to do, reads the same messy documents that a person would, and applies the methodology you’ve captured for it in playbooks. Your team approves; the work continues.

The problem

Every workflow stalls at judgment.

Your underwriting systems, claims platforms and document stores move the work, until it needs a judgment, is this a risk we write, what will this claim cost, how do you defend it. There, the file leaves the system and queues for a person to read everything. Days and weeks on the critical path, in underwriting and in claims. Most AI routes the routine work to agents and leaves the complex work with your experts. The complex work is where the time and the money are.

The missing layer

With GenAIM, the answers arrive. Yours to approve.

The judgment work. GenAIM operates the complex work, reading the full file, applying your methodology, producing the assessment in claims and the recommendation in underwriting.
Verified by your team. Every finding traced to the line that earned it. The machine checks; your people verify and approve. Nothing reaches a live file without human approval.
Locked. Approved, the judgment is locked, and everything downstream builds on it.
Work continues. The approved judgment goes back to your workflow and the work moves, reserves set, terms offered, actions tracked. Nothing falls through the cracks.
How it fits

One judgment layer. Over the systems you already run.

It reads your documents, applies your methodology, checks every finding, and routes assessments for human review and approval, across underwriting and claims. Your existing systems stay in place.

Specialty Line Specialty Underwriting Risk recommendations Complex Claims Claim assessments + expert briefs The next line same engine, new playbook GenAIM Judgment Layer Source-traced · human-governed · auditable · deployment-flexible Reads documents every page Applies your methodology captured in a playbook Checks every finding your team verifies flagged findings Produces recommendations your team reviews and approves Approved report in your templates Documents in via file export or lightweight API connection YOUR EXISTING SYSTEMS STAY IN PLACE Underwriting systems submissions, applications, policy admin Claims systems claim files, records, correspondence Document stores applications, attachments, records, reports Same engine. Same governance. Different playbook. Nothing reaches a live file without human approval.
The evidence

See it operate. In claims and in underwriting.

Governance

Governed, not autonomous.

Evidence by design, every finding traced to its source. Human gates at every judgment, your team verifies flagged findings, reviews and approves. Your methodology, captured in playbooks, applied consistently on every file. In your tenancy, on your infrastructure or ours.

Founder

Twenty-five years building automation.
Judgment was always the barrier.

Jonathan Birch

Across twenty-five years of building automation systems, I've seen the same barrier in every industry. Structured processes can be automated end to end. But the moment a process involves unstructured documents and expert judgment, automation stops.

Telco Automation

Founded & exited ASX-listed company; sold to Huawei

Huawei Global AI Lab

Led the AI Innovation Lab; 2× TM Forum Awards

Insurance CSO

4 years, London; claims automation for a major UK motor insurer

Advisors. Two former KPMG Partners with 40 years of combined corporate finance experience.

"I've spent my career building systems that hit the judgment barrier.
GenAIM breaks through it."

See it in action.

Book a 20-minute demo on a true-to-life case, in claims or in underwriting.

or join the waitlist