Machines change. Their insurance evidence should keep up. That is the work.
Software changes. Routes change. Tasks change. A yearly application cannot capture every change in a deployment.
Our goal: keep the evidence close to the operation, so operators can show what changed and insurance markets can see the risk.
EvidencePlacementPolicyRenewal
The data advantage
Your operating evidence. A clearer insurance submission.
We are developing a workflow that turns authorized operating records into source-linked evidence for broker and underwriter review. Each pilot starts by confirming what data exists, what it can be used for and what is missing.
Collect the deployment record
Operating boundaries, activity and exposure, human oversight, system changes, maintenance, and incidents. We identify available sources and gaps with each pilot operator.
Build a source-linked Risk Passport
AI helps structure the records. Broker review keeps corrections, conflicting values, and evidence gaps visible. No record is not the same as no loss.
Make the case to underwriters
Documented controls and operating history give brokers evidence to use when seeking better coverage, terms, and pricing. Insurers still assess the risk and set the premium.
A history public data cannot recreate.
We are building a compounding data advantage: operating evidence linked to broker corrections, carrier feedback, and quote, claim, and renewal outcomes as they become available. Public datasets add context; the account-specific history comes from real operations and insurance work.
Risk Passport in development
One living record. Not a score. Not a black box.
A source-linked history of what the machine is, what it did, and how it was cared for.
Capture
Record deployment context, usage, software changes, maintenance and incidents.
Connect
Link operating history, coverage and available claims in each robot’s Risk Passport.
Compound
Accumulate proprietary risk histories for underwriting and future fleet financing.
Identity
Hardware and software
Behavior
Routes, tasks, interventions
Care
Service and calibration
Events
Incidents and outcomes