Model Assumption Inventory
A structured way to document assumption purpose, source, owner, review frequency, sensitivity, and limitations.
Read brief →Insurance Analytics · Actuarial Modeling · Risk Systems
Quantify uncertainty. Design better insurance decisions.
Skyward Global Merch Depot LLC supports insurers and insurance-focused teams with structured analysis across product models, premium pricing, catastrophe scenarios, claims workflow digitalization, and model/compliance risk controls.
Model signal / illustrative
01 / MODELCash flow architecture
02 / PRICERisk-based rate logic
03 / CATScenario severity
04 / CLAIMSWorkflow controls
05 / GOVCompliance evidence
Capability Index
Five places where insurance decisions become models, rates, workflows, or controls.
The work is structured around the decision that management needs to make, the data that is available, the assumptions that must be documented, and the professional or regulatory review that may be required.
01
Insurance Product Modeling
Cash flow, benefit, expense, lapse, claim, scenario, sensitivity, and model documentation support.
↗ 02Premium Pricing
Expected cost, assumptions, segmentation, expenses, margin, scenarios, and pricing governance.
↗ 03Catastrophe Risk Analysis
Hazard scenarios, exposure aggregation, vulnerability assumptions, event loss views, and stress testing.
↗ 04Claims Workflow Digitalization
Intake, triage, document routing, rules, handoffs, exception paths, audit trails, and management visibility.
↗ 05Compliance & Risk Controls
Model inventory, ownership, review evidence, change control, escalation, documentation, and governance design.
↗
Product Modeling
Make assumptions visible before outputs become decisions.
A useful insurance model is not only a calculation engine. It should make inputs, cash-flow logic, scenario choices, sensitivities, validation, and ownership understandable enough for review.
Structure
Separate assumptions, mechanics, financial outputs, sensitivities, and governance.
Validation
Use reasonableness checks, reconciliations, movement analysis, and documented exceptions.
Traceability
Record versions, assumption sources, approvals, limitations, and change rationale.
CATASTROPHE RISK
Model severe events without treating a scenario as a forecast.
Catastrophe analysis combines hazard, exposure, vulnerability, financial terms, and uncertainty. Scenario outputs are decision tools—not guarantees of what a future event will cost.
Claims Digitalization
Digitize the decision path, not just the form.
Claims transformation works best when intake, triage, rules, evidence, handoffs, exceptions, and auditability are designed as one workflow.
Process map
Document the current state and identify rework, manual queues, duplicate entry, and unclear ownership.
Decision rules
Clarify which cases can move automatically and which require human review.
Evidence trail
Design status, document, decision, and exception logs for operational and governance review.
Working Method
Frame → Build → Test → Govern
01
Frame the decision.
Define the insurance question, intended use, users, scope, data, assumptions, and review requirements before building.
02
Build the analytical structure.
Translate product, pricing, event, claims, or control logic into a documented model or workflow.
03
Test movement and edge cases.
Use sensitivities, reconciliation, scenario tests, exception paths, and reasonableness checks to understand behavior.
04
Govern the output.
Assign ownership, review evidence, limitations, change control, escalation, and any credentialed or legal review required.
Insurance Resources
Technical briefs for model and risk conversations.
These are general consulting resources, not statutory actuarial opinions, legal advice, or regulatory filings.
Premium Pricing Data Brief
Questions to organize exposure, claims, segmentation, expense, trend, credibility, and governance before rate work begins.
Read brief →Model Governance Checklist
Ownership, documentation, validation, change control, evidence, escalation, and review requirements.
Read brief →Start with the decision
What insurance question needs to become a defensible model, rate, workflow, or control?
Share the product, portfolio, claims process, catastrophe question, or governance issue and what management needs to decide.
See how engagements are structured →
contact@skywardglobalmerchdepot.online
(216) 331-9301