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Digital Worker 11 AI Agents Example

AI-Powered Death Claims Processing System

Illustrative workflow design. Validate capabilities, performance, controls and integration requirements before implementation.

11 AI Agents
4 Tech Stack
AI Orchestrated
Scoped Availability
Worker ID: death-claims-processor

Problem Statement

The challenge addressed

Traditional death claims processing takes **5+ days** with manual document review, beneficiary verification, and legal compliance checks. Human error rates reach 13%, fraud detection is limited to 78%, and processing costs average €147 per claim.

Solution Architecture

AI orchestration approach

Illustrative workflow design. Validate capabilities, performance, controls and integration requirements before implementation. Numerical examples are scenario inputs or illustrative outputs, not validated performance results. Deploys **11 specialize...
Interface Preview 4 screenshots

Illustrative preview (sample data, not verified outcomes): Claim Input Form

Illustrative preview (sample data, not verified outcomes): Multi-Agent Processing Dashboard

Illustrative preview (sample data, not verified outcomes): Processing Results & Compliance

Illustrative preview (sample data, not verified outcomes): AI Decision Summary

Multi-Agent Orchestration

AI Agents

Specialized autonomous agents working in coordination

11 Agents
Parallel Execution
AI Agent

Claims Orchestrator Agent

Coordinating multiple specialized agents and synthesizing their findings into coherent claim decisions requires complex workflow management and decision aggregation.

Core Logic

Illustrative workflow design. Validate capabilities, performance, controls and integration requirements before implementation. Numerical examples are scenario inputs or illustrative outputs, not validated performance results. Central coordination hub that manages the multi-phase processing pipeline. Aggregates findings from all agents, applies **Logistic Regression model** (94.7% accuracy) for final risk scoring, and generates recommendations: auto-approve, approve_with_review, escalate, or require_human_review. Implements message-passing architecture for inter-agent communication.

EXAMPLE #1
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AI Agent

Document Intelligence Agent

Manual document review is slow, error-prone, and cannot scale. Death certificates, wills, and policy documents require expert analysis for authenticity verification.

Core Logic

Illustrative workflow design. Validate capabilities, performance, controls and integration requirements before implementation. Numerical examples are scenario inputs or illustrative outputs, not validated performance results. Combines **OCR + NLP** for intelligent document analysis. Extracts structured data from death certificates, beneficiary IDs, and policy documents. Applies **Bayesian inference** (92% accuracy) for authenticity scoring. Validates format consistency, metadata integrity, and cross-references with official registries.

EXAMPLE #2
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AI Agent

Beneficiary Validator Agent

Verifying beneficiary identities against policy records and detecting identity theft or impersonation attempts requires sophisticated matching algorithms.

Core Logic

Illustrative workflow design. Validate capabilities, performance, controls and integration requirements before implementation. Performs identity verification using **Levenshtein distance algorithm** for fuzzy name matching. Queries identity databases to validate beneficiary credentials. Cross-references policy beneficiary designations with submitted documentation. Flags discrepancies and potential identity fraud indicators.

EXAMPLE #3
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AI Agent

Legal Compliance Agent

French succession law (Code Civil Articles 731-896) is complex with forced heirship rules, spousal rights, and jurisdictional variations. Manual compliance checking is error-prone.

Core Logic

Illustrative workflow design. Validate capabilities, performance, controls and integration requirements before implementation. Implements comprehensive **French succession law rules engine**. Validates inheritance distributions against Code Civil requirements. Checks forced heirship (réserve héréditaire) compliance, spousal protection rights, and EU Succession Regulation 650/2012 for cross-border cases. Generates compliance attestations.

EXAMPLE #4
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AI Agent

Tax Calculator Agent

French inheritance tax calculations involve progressive brackets, relationship-based exemptions, and deductions. Manual calculations are time-consuming and error-prone.

Core Logic

Illustrative workflow design. Validate capabilities, performance, controls and integration requirements before implementation. Applies configured inheritance-tax rules and prepares draft calculations by beneficiary, including relevant allowances and deductions. Qualified tax professionals must validate current rules, case facts and calculations before use.

EXAMPLE #5
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AI Agent

Fraud Detector Agent

Insurance fraud costs billions annually. Traditional rule-based detection catches only 78% of fraud cases and generates excessive false positives.

Core Logic

Illustrative workflow design. Validate capabilities, performance, controls and integration requirements before implementation. Numerical examples are scenario inputs or illustrative outputs, not validated performance results. Deploys **Isolation Forest algorithm** (O(n log n) complexity) for anomaly detection with **94.3% fraud detection rate**. Combines with **Bayesian inference** for document forgery detection. Analyzes timing patterns, beneficiary changes, and claim characteristics against historical fraud patterns.

EXAMPLE #6
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AI Agent

Settlement Generator Agent

Creating accurate settlement proposals requires combining policy values, beneficiary allocations, tax calculations, and compliance requirements into coherent documentation.

Core Logic

Illustrative workflow design. Validate capabilities, performance, controls and integration requirements before implementation. Generates comprehensive settlement proposals synthesizing outputs from all preceding agents. Creates beneficiary breakdown with exact payment amounts after tax. Applies **Gompertz-Makeham actuarial calculations** for annuity options. Produces compliant documentation ready for disbursement.

EXAMPLE #7
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AI Agent

AML Screening Agent

Anti-Money Laundering regulations require screening beneficiaries against sanctions lists and monitoring for suspicious transaction patterns.

Core Logic

Illustrative workflow design. Validate capabilities, performance, controls and integration requirements before implementation. Performs real-time **AML/CFT screening** against global sanctions lists, PEP databases, and adverse media. Monitors transaction patterns for money laundering indicators. Generates SAR recommendations when thresholds exceeded. Supports compliance review with EU 6th AML Directive requirements.

EXAMPLE #8
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AI Agent

Regulatory Intelligence Agent

Insurance operations must comply with evolving regulations including EU AI Act and DORA 2025, requiring continuous regulatory monitoring.

Core Logic

Illustrative workflow design. Validate capabilities, performance, controls and integration requirements before implementation. Validates processing against **EU AI Act** algorithmic transparency requirements and **DORA 2025** operational resilience standards. Checks Solvency II capital adequacy implications. Monitors regulatory changes and flags compliance gaps. Generates regulatory attestation documentation.

EXAMPLE #9
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AI Agent

Climate Risk Assessor Agent

TCFD requirements mandate assessment of climate-related financial risks. Death claims may have climate exposure through policy investments.

Core Logic

Illustrative workflow design. Validate capabilities, performance, controls and integration requirements before implementation. Evaluates **TCFD climate risk** factors for underlying policy investments. Assesses physical and transition risk exposures. Calculates climate-adjusted asset valuations. Generates climate risk disclosure statements for regulatory reporting and ESG transparency.

EXAMPLE #10
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AI Agent

ESG Assessor Agent

Institutional investors and regulators require ESG impact assessment of insurance operations and investment holdings.

Core Logic

Illustrative workflow design. Validate capabilities, performance, controls and integration requirements before implementation. Performs **Environmental, Social, Governance impact assessment** of claim processing and underlying investments. Scores ESG alignment of beneficiary payments. Identifies sustainable investment opportunities for settlement options. Supports SFDR Article 8/9 fund compliance.

EXAMPLE #11
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Technical Details

Worker Overview

Technical specifications, architecture, and interface preview

System Overview

Technical documentation

Enterprise-grade multi-agent LLM system for automated death claims adjudication. Processes death certificates, validates beneficiaries against identity databases, supports review of French succession law requirements, calculates progressive inheritance taxes, and detects fraud patterns.

Tech Stack

4 technologies

RxJS for reactive state management

TypeScript strict mode

RESTful API integration for identity/tax databases

OCR/NLP document processing capabilities

Architecture Diagram

System flow visualization

AI-Powered Death Claims Processing System Architecture
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