How DXP uniquely solves the core challenges in this sector.
Complex underwriting rules and policy pricing logic
Detecting fraudulent claims and anomalies at scale
Managing structured policy data, un-structured claims, and telematics
Handling the lengthy, multi-step claims approval lifecycle
**Application Studio** utilizes visual Decision Tables (DMN) and hybrid programming to map and execute complex actuarial rules.
**fullSET** leverages Causal Inference and anomaly detection to flag suspicious patterns in claims processing automatically.
**geomDB** acts as a hyper-converged database storing relational data, vector embeddings, and ledger logs within a single anchor ID.
**WFX-B** provides durable orchestration to track claims across adjusters, auto-shops, and payouts without losing state.
Core platform capabilities tailored for this industry.
Insurance runs on probability — but when an AI model denies a claim, increases a premium, or flags a fraudulent submission, the policyholder, the regulator, and the court all demand the same thing: show your work. Python-based inference engines with black-box predictions and no audit trail are a legal liability waiting to happen. And with the EU AI Act classifying insurance underwriting as high-risk AI, the regulatory clock is ticking.
Prometheus delivers governed, auditable inference for every insurance decision. causal audit records every underwriting prediction, claims assessment, and fraud flag with causal chain of custody — model version, input data, retrieval context, and policy parameters, all cryptographically verifiable. Knowledge-grounded RAG for policy document retrieval with temporal validity — the model knows which policy terms applied on which date. Document intelligence extracts structured data from claims forms, medical reports, and repair estimates with per-field confidence scoring. XRP per-token billing attributes AI cost to line of business, geography, and policy segment. The actuary, the regulator, and the policyholder all get the same answer to the same question: here is exactly why this decision was made.
Insurance operations run on premiums, claims, reserves, and investments — each with its own accounting rules and regulatory requirements. XRP handles policy administration, claims management, reinsurance, and statutory reporting on one platform.
When a claim is filed, the reserve, the payment, and the reinsurance recoverable update together. When a regulator asks for reserve adequacy evidence, the data is already assembled.
Policy issuance, endorsements, renewals, and cancellations tied to billing and revenue recognition. When a policy renews, the premium, the commission, and the unearned premium reserve calculate together. Endorsement proration handles mid-term changes automatically.
Renewal automation triggers notices, underwriting review, and pricing adjustments 60 days before expiry. When a policy lapses, the cancellation accounting — return premium, commission clawback, unearned premium release — posts automatically.