Loss Control Engineer
Evaluate emerging risks and new technologies
What You Do Today
You assess risks from new construction materials, manufacturing processes, energy storage systems, and other emerging exposures that don't fit traditional underwriting models.
AI That Applies
AI scans technical literature, incident databases, and regulatory changes to surface emerging risk information and comparable loss scenarios for new technologies.
Technologies
How It Works
The system ingests technical literature as its primary data source. NLP models process the text input by identifying entities, classifying intent, and extracting the structured information needed for downstream decisions. The output — emerging risk information and comparable loss scenarios for new technologies — surfaces in the existing workflow where the practitioner can review and act on it.
What Changes
You stay current on emerging risks faster when AI surfaces relevant research and incidents rather than relying on conference attendance and manual reading.
What Stays
Evaluating whether a new technology is actually safe enough to insure requires engineering expertise that no model can replicate.
What To Do Next
This section won't tell you what your numbers should be. It will show you how to find them yourself. Every instruction below produces a real, verifiable result in your organization. No benchmarks, no projections — just the steps to build your own evidence.
Establish Your Baseline
Know where you are before you move
Before adopting AI tools for evaluate emerging risks and new technologies, understand your current state.
Without a baseline, you can't measure whether AI actually improved anything. You'll adopt tools without knowing if they're working.
Define Your Measures
What to track and how to calculate it
Time per cycle
How to calculate
Measure how long evaluate emerging risks and new technologies takes end-to-end today, then after AI adoption.
Why it matters
The most visible improvement is speed. If AI doesn't save time, question whether it's adding value.
Quality of output
How to calculate
Track error rates, rework frequency, or stakeholder satisfaction scores before and after.
Why it matters
Speed without quality is just faster mistakes. Measure both.
Start These Conversations
Who to talk to and what to ask
your claims director or VP Claims
“If we automated the routine parts of evaluate emerging risks and new technologies, what would the team do with the freed-up time?”
They're setting the automation strategy for your unit
your SIU lead
“How much of evaluate emerging risks and new technologies follows repeatable rules vs. requires genuine judgment — and can we quantify that?”
AI fraud detection changes how investigations are triggered and prioritized
Check Your Prerequisites
Confirm readiness before you invest
Check items as you confirm them.