FNOL Claims Transformation
A leading European insurer deployed a specialised FNOL Digital Worker that takes a claim from first contact to a fully structured, validated case file without human intervention — collapsing a four-to-five-hour triage cycle to minutes and processing 98% of claims straight through.
Faster claims processing
Straight-through processing
Hours returned annually
Challenge
Claims management is one of the most manual, costly, and time-intensive operations in insurance. Every stage runs on people moving information across systems, decisions wait until the right person is available, and the longer a claim takes, the more it costs and the more customer trust erodes.
Hours-long manual triage
Handlers move each claim across systems one by one. At peak times, triage alone can take hours before a file is ready for an adjuster.
Back-and-forth on every file
Missing documents, mismatched data, and duplicate cases send the file back to the customer. New issues surface and the cycle repeats.
Backlogs and rising costs
Funders stop at the first error and send packages back. Dealers fix, resubmit, hit new errors. Days lost per round-trip.
RPA is not built for this
FNOL is full of variation — claim types, document formats, exceptions. RPA breaks the moment the process deviates from a fixed script.
Black-box AI has no audit trail
Standard AI systems work as a black box. Inputs go in and an output comes out, but the reasoning in between is invisible — unworkable in a regulated industry.
Customer experience suffers
FNOL sets the tone for the whole claims experience. A slow, fragmented start damages trust before the case is even assessed.
Solution
Our client deployed one specialised Digital Worker across their FNOL flow, with a single job: take a claim from first contact to a fully structured, validated case file without a human touching it. The four-to-five-hour manual cycle collapsed to a few minutes.
Receives the claim through any channel, with photographs, police reports, and supporting documents
Reads, classifies, and fully understands all information provided
Confirms no duplicate case exists for the same customer and policy
Validates coverage against live policy data
Creates the case directly in the legacy CMS, uploads a detailed PDF report, and attaches all documentation
Hands the adjuster a complete, validated, fully traceable file
Results
A leading European insurer deployed a specialised FNOL Digital Worker that takes a claim from first contact to a fully structured, validated case file without human intervention — collapsing a four-to-five-hour triage cycle to minutes and processing 98% of claims straight through.
Faster claims processing
Straight-through processing
Intake and triage that used to take hours now complete in minutes, around the clock, across every incoming channel.
Manual hours move out of intake and into the higher-judgment work where adjusters add the most value.
Nearly every claim moves from first contact to a fully validated case file with no human in the loop.
Adjusters spend their day on the complex cases that need judgment, not on triage and data entry.
Claims reported overnight, on weekends, or holidays are triaged in real time — no queue, no delay until business hours.
Every case file includes a full chain of work — checks run, sources queried, signals fired, and the reasoning behind the final decision.
