VeriForm Insurance

VeriForm Insurance is a benchmark dataset generation, validation and evaluation platform designed to help insurers safely test, benchmark and validate AI solutions before production deployment.

The platform generates realistic synthetic London Market datasets covering:

• Broker submissions

• Policies and policy schedules

• Premium bordereaux

• Risk bordereaux

• Claims bordereaux

• Claims workflows

• Underwriting and placement data

• Insurance correspondence and supporting artefacts

Alongside the datasets, VeriForm Insurance provides:

• Ground-truth annotations

• Expected outputs

• Evaluation-ready reference assets

• Benchmark artefacts

• Dataset quality metrics

• Traceability and governance documentation

VeriForm Insurance supports organisations developing:

• Underwriting AI

• Submission triage solutions

• Claims automation platforms

• Bordereaux processing solutions

• Document intelligence systems

• Information extraction and NLP solutions

• Insurance AI copilots

Why VeriForm Insurance?

Many insurance organisations can build AI models but struggle to benchmark performance consistently using realistic datasets with trusted reference outputs.

VeriForm Insurance helps address this challenge by providing reproducible benchmark datasets that support testing, evaluation and model comparison without relying on sensitive commercial or customer data.

Who We Are Looking To Collaborate With

We are seeking:

• Insurers

• Reinsurers

• Lloyd’s market participants

• Brokers

• MGAs

• InsurTech companies

• Data and AI teams

• Innovation and transformation teams

Collaboration Opportunities

• Pilot projects

• AI validation initiatives

• AI benchmarking programmes

• Consortium participation

• Real-world deployment projects

• Underwriting and claims AI evaluation

Current Stage

VeriForm Insurance is being developed as part of the broader Connectbatch VeriForm platform and is focused on supporting trusted AI adoption through synthetic benchmark datasets, annotations and evaluation-ready reference assets for the London Market and wider insurance sector.

Collaboration Goal

Work with insurers and AI innovators to establish trusted approaches to benchmarking, validating and deploying AI solutions in underwriting, claims, bordereaux processing and document-intensive insurance workflows.