Automating Claims Intake and Triage
First notice of loss arrives through multiple channels — phone, email, a web form, a broker submission — in inconsistent formats, and every claim typically enters the same queue and gets picked up in roughly the order it arrived rather than by how urgent or complex it actually is. A straightforward, low-value claim with complete documentation sits behind a complicated multi-party claim that needed a different specialist all along, both claimants wait longer than necessary, and the adjuster who eventually picks up each claim often has to spend the first chunk of their time just figuring out what's missing before real assessment work can start.
STARTING PRICE
From €299
Standard tier · Multi-step workflow with AI extraction/decisioning and 2-3 integrations.
Get a quote →Saves roughly 6-9 hrs/week of manual intake sorting and documentation chasing.
How the automation works
We standardize intake across every channel into a consistent claim record, and use the claim details — loss type, estimated severity, policy coverage, documentation completeness — to route each claim to the right queue and, where your team structures it this way, the right adjuster specialty, instead of a single first-in-first-out line. Missing documentation is identified immediately at intake and requested from the claimant automatically, rather than surfacing only when an adjuster finally opens the file. Complex, high-value or multi-party claims are flagged and routed to senior adjusters; straightforward claims with complete documentation move faster through a lighter-touch path. Every routing decision is visible and overridable — an adjuster can always pull a claim out of its assigned queue.
Process flow
- 01
Claim submitted trigger
A claim enters the system from any intake channel — phone transcript, email, web form or broker submission — and is normalized into a consistent record.
- 02
Classify severity and complexity ai
The claim is classified by loss type, estimated severity and complexity signals like multiple parties or coverage ambiguity, based on the details provided at intake.
- 03
Check documentation completeness integration
Required documentation for the claim type is checked against what was submitted, and gaps are identified immediately rather than during adjuster review.
- 04
Request missing information output
Where documentation is incomplete, a request is sent to the claimant automatically, specifying exactly what's missing, so the claim isn't sitting idle waiting on something nobody asked for yet.
- 05
Route to queue ai
The claim is routed to the appropriate queue and adjuster specialty based on its classification — complex or high-value claims to senior adjusters, straightforward complete claims through a faster path.
- 06
Present to adjuster output
The adjuster receives the claim with its classification, completeness status and routing rationale visible, and can override the routing at any point — the system recommends the queue, the adjuster owns the claim.
Inputs
- First notice of loss submissions (all channels)
- Policy coverage details
- Claim documentation
- Adjuster specialty and capacity data
Outputs
- Standardized claim records
- Severity and complexity classification
- Missing-documentation requests
- Routed adjuster queue assignments
Works with
Prefer a fully custom build instead of an off-the-shelf integration? We scope both options during your free consultation — most jobs like this one work fine on standard connectors, but higher-volume or non-standard systems sometimes need bespoke API work, reflected in the complex tier.
Where this goes wrong if you get it wrong
- Routing based purely on claimed loss amount misses complexity that doesn't show up in the dollar figure, such as multiple involved parties, coverage disputes, or a loss type your team has had trouble handling before — severity and complexity need separate signals, not one proxy for both.
- Automatically requesting missing documentation based on a generic checklist for the claim type can ask claimants for things that don't actually apply to their specific loss, creating friction and confusion at exactly the point a claimant is often already stressed — the completeness check needs to reflect the specific claim's actual circumstances, not a static list.
- A triage system tuned to move claims through quickly can under-flag genuinely complex claims that look simple from the intake data alone, such as a straightforward-looking auto claim that turns out to involve a coverage dispute — routing decisions need to stay overridable by the adjuster who actually reviews the file, not locked in at intake.
- Claims involving potential fraud indicators need a different path than routine complexity — this triage step sorts by urgency and complexity, but any fraud-risk signal identified at intake should route to fraud review as its own track, not get buried in a complex-claim queue with unrelated complications.
Frequently asked questions
Does this decide claim outcomes or just routing?
Just routing and intake. It classifies and directs each claim to the right queue and flags missing documentation — every actual assessment and payout decision is still made by an adjuster.
Can an adjuster override the automated routing?
Yes, always — the routing is a recommendation with its rationale visible, and an adjuster can pull any claim into a different queue at any point.
Does this handle claims from multiple intake channels?
Yes, phone transcripts, email, web forms and broker submissions are all normalized into a consistent claim record so routing works the same way regardless of how the claim came in.
How does this reduce processing time?
Mainly by requesting missing documentation immediately at intake instead of when an adjuster first opens the file, and by getting complex claims to the right specialist faster instead of sitting in a general first-in-first-out queue.