Claims and underwriting that stall in handoffs nobody owns.
Policies and claims move through dozens of steps and systems. Each step looks fine on its own, but the end-to-end cycle is measured in days or weeks, and most of that time is spent waiting.
/ 01
Overview
Insurers run on process. A claim touches FNOL, triage, assignment, investigation, adjudication, and payment. A new policy touches submission, risk assessment, referral, quote, bind, and issuance. On paper, each step is owned and measured. In practice, most of the cycle time is spent waiting, for a document, an adjuster, a referral decision, or a second approval.
Alkhai uses event-level data your policy administration, claims, and underwriting systems already produce to reconstruct the full lifecycle of every claim and every policy. We surface where cases stall, which segments stall worst, and how much each delay is costing in cycle time, leakage, and customer churn.
Findings are built for a regulated environment: every conclusion is traceable to the underlying events, auditable, and respectful of the controls, segregation-of-duties, and conduct requirements insurers operate under.
/ 02 · Coverage
Processes & operations we analyze.
Across insurance, these are the flows Alkhai reconstructs from your event data and ranks for hidden delay, cost, and lost throughput, end to end.
Claims
- FNOL intake and triage
- Claim assignment and routing
- Investigation and documentation
- Adjudication, approval, and settlement
Underwriting
- Submission intake and completeness
- Risk assessment and pricing
- Referral and escalation handling
- Quote, bind, and issue
Policy administration
- Policy issuance
- Endorsements and mid-term changes
- Renewals and re-rating
- Cancellations and reinstatements
Customer onboarding
- Application intake
- KYC and identity verification
- Document collection and chase loops
- First-policy setup
Fraud & recovery
- Fraud flagging and referral
- SIU investigation cycle
- Subrogation and recovery flow
- Salvage and third-party handoffs
Compliance & regulatory
- Regulatory and conduct review
- Complaint handling and resolution
- Audit-evidence collection
- Segregation-of-duties checkpoints
Hidden in your operation
Where the inefficiencies are probably hiding right now.
Most leaders we speak to assume their operation is "running fine" because nothing is on fire. These are the patterns we see in nearly every insurance engagement, quietly costing real money.
Claims waiting on documents nobody is chasing
Claims systems show a case as 'open' but rarely surface that it is idle, waiting on a form, a photo, or a third-party report nobody is actively pursuing.
Typical cost: 20-40% of cycle time
Underwriting referrals with no measured turnaround
Referrals are timestamped at hand-off and decision, but not at each reviewer transition in between, so the real wait is invisible.
Typical cost: 1-5 days per case
Rework loops between adjusters and reviewers
Cases that bounce back for missing information or re-review accumulate hidden cost and are a leading source of claims leakage.
Typical cost: 10-20% of handling time
/ 03
Where flow breaks
The specific patterns in insurance that quietly drain throughput, margin, and customer satisfaction.
Claims cycle time
Where claims wait between FNOL and settlement, decomposed into triage, assignment, investigation, and approval queues that no single dashboard fully shows.
Underwriting throughput
Submission-to-bind time broken into intake, assessment, referral, and quote stages, so you know which stage is the actual bottleneck.
Document handling and re-entry
Manual document collection, indexing, and re-keying across systems, where cases stall waiting on a missing form or a re-typed value.
Cross-system handoffs
Where cases cross between policy admin, claims, underwriting, and third parties, dwell times spike and ownership gets lost.
/ 04
Key use cases
The questions Alkhai is most often brought in to answer for insurance leaders.
Reducing claims cycle time without adding adjuster headcount
Lifting underwriting throughput by attacking the real bottleneck stage
Cutting claims leakage from rework and mis-routing
Identifying high-volume manual tasks stable enough to automate
Mapping the cost of document handling across operations
Pre-investment cases for core-system or claims-platform modernization
/ 05
Constraints
The structural realities that any insurance solution has to respect, not pretend away.
Regulatory and conduct requirements
Segregation of duties across underwriting, claims, and finance
Legacy policy-administration and claims-core dependencies
Reinsurance and third-party adjuster handoffs
Data localization and audit requirements
Existing policy admin, claims, and underwriting tool footprint
/ 06 · Outcomes
Measured results, not promises.
What insurance leadership teams typically see after an Alkhai engagement, measured and delivered.
↓ 20-40%
Reduction in claims cycle time
↑ 1.5-3x
Lift in underwriting throughput
↓ 15-30%
Reduction in claims leakage from rework
↓ 25%+
Reduction in re-routed or re-opened cases
End-to-end
Visibility, from FNOL to settlement
60d
From data connect to first quantified findings
The Alkhai engagement
Find the bottlenecks your dashboards can't see.
Connect your event data. Within 30 days we deliver your top 5 bottlenecks with ROI attached to every fix. From there it becomes your standing monthly operational intelligence review.
By day 30
- Top 5 bottlenecks ranked by financial impact
- Root cause for each
- ROI estimate per fix
- A 30 / 90 / 180-day roadmap
Every month after
- Full pipeline run against previous month baseline
- What improved and by how much
- What didn't move and why
- Emerging constraints before they become expensive
- Monthly leadership presentation ready for standup or steering meeting
- Direct platform access for your team at all times