The Scenario
Consider a national multi-line insurer processing approximately 800 FNOL calls per day across auto, property, and general liability. Each call is handled by a human agent who guides the policyholder through the intake process, enters notes into the claims system, and reviews the report before submission.
The average handling time for each FNOL call is approximately 14 minutes. That includes the conversation itself, the data entry, and the post-call wrap-up.
Across 800 daily calls, that adds up to more than 186 agent-hours per day spent purely on intake before any actual claims handling begins.
The Challenge
Manual FNOL intake is one of the most time-intensive and repetitive parts of the claims operation:
- Agents spend more time typing than listening. A significant portion of each call is consumed by manual data entry instead of focused engagement with the policyholder.
- Post-call wrap-up adds unnecessary overhead. After every call, the agent still has to review notes, fill in missing fields, and submit the report, often adding another 3 to 5 minutes per call.
- Inconsistency can develop across reports. Different agents capture information in different ways, leading to variation in report completeness, structure, and formatting.
- Skilled staff are underused. Experienced adjusters and intake professionals spend valuable time on administrative tasks that do not fully use their expertise.
How IntakePro Could Help
IntakePro is designed to streamline FNOL intake by handling the conversation, capturing structured data in real time, and generating the report automatically.
Conversational Data Capture
The AI voice agent conducts a natural intake conversation with the policyholder. It follows the carrier's configured workflow, asks the appropriate questions, captures responses in real time, and clarifies unclear answers without requiring manual data entry during the call.
Automatic Report Generation
As soon as the call ends, IntakePro generates a structured FNOL report populated with the information gathered during the conversation. This reduces the need for post-call administrative work and helps move the claim forward faster.
Consistent Formatting
Each report follows the same structure and configured intake standard. Information is captured in a consistent format regardless of call volume, time of day, or agent availability, which can reduce downstream rework for claims teams.
Direct System Delivery
The completed FNOL report can be delivered directly to the carrier's claims workflow through email, API, or integration with platforms such as Guidewire ClaimCenter. This allows the report to reach the claims team within minutes.
Projected Impact
In a scenario like this, the insurer could expect:
- Handling time reduced from approximately 14 minutes to approximately 5 minutes through faster data capture and reduced post-call work
- More than 120 agent-hours saved per day across 800 calls, creating capacity for higher-value work
- Improved report consistency through standardized intake workflows and structured outputs
- Faster delivery to the claims team because reports are generated and sent automatically within minutes of the call ending
Why It Matters
FNOL intake is the front door of the claims process. When it is slow and manual, delays can carry through the rest of the claim lifecycle. By automating intake data capture and report generation, carriers can reduce handling time, improve operational consistency, and free up skilled staff for work that genuinely requires human judgment.