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Use Case · Insurance Claims

Reinsurance Claims.
From notification to ceded settlement, automated.

Leah ingests treaties and claim notifications, applies treaty terms, computes ceded losses, surfaces interpretation issues, drafts settlement responses, and maintains the audit trail. Built for cedents and reinsurers.

1,200+
Claims triaged per day
94%
Treaty terms extracted accurately
98%
Ceded loss calculation accuracy
Trusted by legal, procurement, and contracting teams at
Alaska Airlines
Advantage Solutions
AGC Biologics
Agree Realty
Aliaxis
ANSA McAL
Beiersdorf
Blackhawk Network
BSH
Comerica Bank
Corebridge
Crawford & Company
Cushman & Wakefield
Daikin
Dawn Foods
Dubai Future Foundation
FNIH
Fullerton Fund
Greencross Vets
Hastings Deering
Hawaiian Airlines
KPMG
Karcher
Land O'Lakes
Li & Fung
LogicMonitor
Maxim Healthcare
Multi-Color Corporation
MDI / Novare
Merz Therapeutics
MicroStrategy
MUFG
Molecular Partners
Nations Roof
oOh! Media
Pepco Group
Philips
Pernod Ricard
Pleo
PowerSchool
PwC
Quanta Services
S&B Engineers
Sandoz
Sciensus
Sonepar
StarHub
Suburban Propane
tesa
Housing Bank
Vencora
Verint
Viva.com
Wood PLC
YETI
Alaska Airlines
Advantage Solutions
AGC Biologics
Agree Realty
Aliaxis
ANSA McAL
Beiersdorf
Blackhawk Network
BSH
Comerica Bank
Corebridge
Crawford & Company
Cushman & Wakefield
Daikin
Dawn Foods
Dubai Future Foundation
FNIH
Fullerton Fund
Greencross Vets
Hastings Deering
Hawaiian Airlines
KPMG
Karcher
Land O'Lakes
Li & Fung
LogicMonitor
Maxim Healthcare
Multi-Color Corporation
MDI / Novare
Merz Therapeutics
MicroStrategy
MUFG
Molecular Partners
Nations Roof
oOh! Media
Pepco Group
Philips
Pernod Ricard
Pleo
PowerSchool
PwC
Quanta Services
S&B Engineers
Sandoz
Sciensus
Sonepar
StarHub
Suburban Propane
tesa
Housing Bank
Vencora
Verint
Viva.com
Wood PLC
YETI
Alaska Airlines
Advantage Solutions
AGC Biologics
Agree Realty
Aliaxis
ANSA McAL
Beiersdorf
Blackhawk Network
BSH
Comerica Bank
Corebridge
Crawford & Company
Cushman & Wakefield
Daikin
Dawn Foods
Dubai Future Foundation
FNIH
Fullerton Fund
Greencross Vets
Hastings Deering
Hawaiian Airlines
KPMG
Karcher
Land O'Lakes
Li & Fung
LogicMonitor
Maxim Healthcare
Multi-Color Corporation
MDI / Novare
Merz Therapeutics
MicroStrategy
MUFG
Molecular Partners
Nations Roof
oOh! Media
Pepco Group
Philips
Pernod Ricard
Pleo
PowerSchool
PwC
Quanta Services
S&B Engineers
Sandoz
Sciensus
Sonepar
StarHub
Suburban Propane
tesa
Housing Bank
Vencora
Verint
Viva.com
Wood PLC
YETI

Reinsurance claims are document-heavy. Manual triage is the cost center.

Treaty wordings vary across slips and renewals

Every renewal cycle introduces new wordings, manuscript clauses, and slip variations. Coverage triggers, exclusions, and aggregation language drift between layers and years. Claims teams reread the same treaty types repeatedly to confirm what actually applies.

Loss notifications buried in email and bordereaux

Cedent notifications arrive as PDFs, scanned forms, broker emails, and quarterly bordereaux. By the time a claim file is opened, the underlying notice has been forwarded across three inboxes and matched to the wrong treaty layer twice.

Retention layer math is manual

Working out which layer a loss falls into, where the retention sits, and how the loss participates across quota share, surplus, and excess of loss treaties is done in spreadsheets. Errors compound as more layers and years are involved.

Follow-the-fortunes interpretation is inconsistent

Whether a cedent settlement binds the reinsurer depends on treaty language, jurisdiction, and the reasonableness of the underlying decision. The same fact pattern is treated differently by different reviewers because the framework lives in people, not in process.

Settlement responses drafted from zero

Each ceded settlement letter is rebuilt from scratch, with treaty references retyped, layer math rechecked, and reservation language recomposed. The institutional drafting library exists in three colleagues' inboxes.

Audit trail fragmented across systems

Treaty documents live in one repository, claim notifications in another, ceded calculations in spreadsheets, and decisions in email threads. When auditors or counterparties ask how a ceded loss was determined, reconstruction takes weeks.

From slip to structured treaty data

Leah ingests every treaty document you have, slips, wordings, schedules, endorsements, and structures the terms that drive claims handling. Coverage triggers, retentions, limits, layer participation, exclusions, aggregation language, and follow clauses become queryable data, with versioning across renewals.

Treaty Wording and Slip ParsingCoverage triggers, layer attachment points, retentions, and limits are extracted with citations back to the source slip and wording.
Clause Library and VariationsFollow-the-fortunes, follow-the-settlements, claims cooperation, and arbitration clauses are normalized into a clause library so wording variations are visible at a glance.
Renewal VersioningEach year's renewal is tied to the underlying program. Leah applies the version of the treaty that was on risk when the loss occurred, not the most recent slip.
Treaty Terms ExtractedLive
843
Active Treaties
22
Clause Types
94%
Extraction Accuracy
Term Categories
Attachment & Limits
Active
Follow Clauses
Active
Aggregation Wording
Active
Exclusions
Active
Manuscript Clauses
Review

“Leah turned our treaty file room into a structured library. Layer math that used to take an afternoon is now a query against the program.”

Head of Claims, Global Reinsurer

Five steps from cedent notification to ceded settlement

Leah integrates with the systems your claims team already uses. No rip and replace. Value from the first notification ingested.

1

Connect

Leah integrates with your treaty repository, claim system, broker portals, and email. Treaty wordings, slips, claim files, and bordereaux flow into a single intelligence layer without replacing existing systems.

2

Extract Treaty Terms

Every treaty is read and structured. Attachment points, retentions, limits, follow clauses, aggregation language, and exclusions become queryable data, versioned across renewals.

3

Triage Loss Notifications

Notifications from email, bordereaux, and broker portals are ingested, matched to the right program and layer, and opened as claim files with full context. Late notices and duplicates are flagged.

4

Compute Ceded Losses

Each loss is run through the treaty tower. Quota share, surplus, and excess of loss layers are applied in order. Aggregation and reinstatements are tracked. Ceded numbers are produced with reasoning shown.

5

Draft Settlement Response

Leah drafts the settlement letter with treaty citations, layer math, and follow-the-fortunes analysis. Reviewers edit. Every step is logged for the audit trail.

Got Questions? Get Answers.

Leah reads the actual treaty document, not a structured template. Manuscript clauses, bespoke aggregation language, and syndicate-specific wording are extracted with citations to the source. Where extraction confidence is below threshold, the term is flagged for human review before it enters the layer engine.

No. Leah operates on top of your existing claim system, treaty repository, and broker portal feeds. Documents and records continue to live where they live today. Leah reads, structures, computes ceded losses, and writes back triage decisions, drafts, and audit entries. There is no rip and replace.

Each renewal year is tied to the underlying program in Leah. When a loss notification arrives, the date of loss, cedent, and line of business are used to apply the version of the treaty that was on risk at the time. Mid-term endorsements are honored where they affect the loss in question.

Leah applies a structured framework drawn from the specific treaty wording in force, supplemented with jurisdiction and case-law context where relevant. Each cedent settlement is reviewed for reasonableness against the underlying claim facts. Borderline cases are flagged with a reasoned recommendation rather than auto-cleared.

Leah surfaces the ambiguity with citations to the conflicting wording and a recommended interpretation. The decision stays with the reviewer or counsel. The recommendation, the override, and the rationale are all recorded so similar cases are handled consistently going forward.

Yes. Leah is deployed by global reinsurers, composite insurers, and Lloyd's syndicates with strict data security requirements. Treaty content does not train Leah's underlying models. Customer data is encrypted in transit and at rest. SOC 2 Type II, GDPR, and ISO 27001 aligned. Private instance deployment is available for customers with strict data isolation requirements.

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claims at scale?