Better insurance decisions start with actuarial confidence.
Rates must be adequate. Reserves must be defensible. Filings must be complete. Every assumption must stand up to scrutiny. Xceedance combines actuarial specialists, IAN's agentic ecosystem, and insurance data capabilities to help insurers strengthen pricing, reserving, rate filing, product development, and portfolio management with confidence.
See IAN in action
Insurance performance depends on actuarial discipline.
Every rate change, reserve adjustment, product launch, and portfolio decision depends on the quality of actuarial analysis behind it. The challenge is not simply building models or producing indications. It is ensuring the data is complete, the assumptions are sound, the analysis is explainable, and the output can support business, regulatory, and financial decisions.
Exposure & Loss Data
Actuarial Data Preparation
Pricing & Reserving Analysis
Model Validation
Rate Filing & Governance
Business Decision Support
Actuaries are often forced to spend more time preparing data than interpreting risk. Loss triangles require normalization. Filing information must be tracked. Assumptions need validation. By the time the analysis is complete, decision-makers are already asking for the next view of the business.
From raw data to actuarial decision, in six steps
Less time wrangling spreadsheets. More time improving pricing, reserving, and portfolio performance.
Actuarial Need Identified
Pricing, reserving, filing, profitability, product, or portfolio questions enter the actuarial workflow.
IAN Actuarial Intake Agent
Captures and organizes exposure, premium, loss, rate, claims, and filing data from multiple sources.
IAN Triangle & Data Preparation Agent
Reads paid and incurred loss triangles, standardizes formats, and prepares development-factor inputs for actuarial review.
IAN Reserving & Pricing Support Agent
Runs standard reserving and indication workflows, surfaces diagnostics, and prepares analysis-ready outputs.
Human Review
Actuaries review assumptions, validate results, interpret signals, and apply professional judgment.
Decision & Filing Support
Pricing recommendations, reserve indications, filing materials, and business insights are delivered with confidence
One model. Three layers.
Actuarial platforms maintain the source data. IAN automates data preparation, diagnostics,document extraction, and workflow support. Actuarial professionals provide judgment, validation,and accountability.
IAN
IAN Agentic Layer
Actuarial intake, loss triangle preparation, reserving diagnostics, rate filing intelligence, data validation, documentation support, workflow orchestration, and actuarial productivity agents.
Comprehensive support across actuarial operations
What improves for you
Faster actuarial insight
Pricing, reserving, and portfolio questions are answered more quickly.
Better pricing decisions
Cleaner inputs and consistent analysis improve rate adequacy and portfolio performance.
Greater actuarial capacity
Highly skilled actuaries spend less time preparing data and more time interpreting results.
More defensible reserves
Standardized workflows increase transparency and confidence in reserve indications.
Human actuarial judgment
Actuaries remain responsible for assumptions, interpretation, recommendations, and sign-off.
Improved business visibility
Leaders gain earlier insight into profitability, emerging trends, and portfolio performance.
Accelerated filing readiness
Rate changes, supporting data, and documentation move through the filing process faster.
Actuarial confidence strengthens every insurance decision.
Explore Our Success Stories
Systems maintain the data. Agents prepare the analysis. Actuaries provide the judgment.