Practice
Work alongside companies building the agent economy to understand how agents operate in the real world and where new risks emerge.
A specialist commercial insurance practice for the agent era.
Clara is being built for the companies building the agent economy.
Target launch: Q4 2027
Our continuous loop.
Clara operates as a specialist practice and research institution embedded with the companies building the agent economy.
Research
Turn those observations into experiments, benchmarks, and underwriting evidence.
Insure
Translate that evidence into coverage, pricing approaches, and new insurance products for risks the market was not built to underwrite.
An AI-native operating system for the practice.
Clara Workbench is our proprietary operating layer: a live model of each partner company, its risks, relationships, evidence, and insurance program. It connects AI to the decisions that matter so we can deliver a faster, more precise insurance experience without losing human accountability.
Insurance data is alpha.
Insurance data maps how a company operates, where it is exposed, and what gives it an edge. Feeding that context into frontier models transfers the alpha into systems whose core business is improving themselves on other people's proprietary workflows, strategy, and operational context.
Clara defaults to local and open-weight models for sensitive processing, keeps fine-tuning and inference under the data owner's control, and rejects any arrangement where customer context becomes training material for someone else's foundation model.
Clara Standard.
Clara Standard is the evaluation system behind Workbench. We continuously test models, prompts, harnesses, and fine-tuning data against real insurance work, using the results to improve quality, reliability, privacy, and cost.
Our roadmap.
Publish and research
Build the evidence base for risk in the agent economy.
Refine Clara Workbench
Use live practice experience to improve Clara's operating system.
Develop Clara Standard
Continuously evaluate the models, prompts, harnesses, and training data behind the practice.
Launch the specialist practice
Serve the companies building the agent economy.
Turn evidence into products
Work with Lloyd's markets to turn emerging risks into new coverage and insurance products.