AI Agentic RTW Management System

Core Logic

Illustrative workflow design. Validate capabilities, performance, controls and integration requirements before implementation. Implements hierarchical task decomposition with phase-based workflow orchestration. Manages agent state machines, coordinates parallel and sequential execution, handles human-in-the-loop checkpoints with configurable approval options, implements circuit breaker patterns for fault tolerance, and provides real-time streaming of agent thoughts and actions through event sourcing.

Core Logic

Illustrative workflow design. Validate capabilities, performance, controls and integration requirements before implementation. Processes medical documents through specialized extraction pipelines for medical records, physician notes, diagnostic reports, FMLA forms, and accommodation requests. Extracts entities (diagnoses, procedures, restrictions, physicians) with confidence scores, generates document summaries, identifies key findings, and tracks processing status through pending/processing/processed/error states.

Core Logic

Illustrative workflow design. Validate capabilities, performance, controls and integration requirements before implementation. Executes medical record search and ICD-10 code extraction using specialized retrieval tools. Analyzes diagnosis severity, treatment progress, and recovery trajectory. Generates medical necessity determinations with confidence scores and supporting citations. Maintains working memory of analysis context and episodic memory of similar case outcomes.

Core Logic

Illustrative workflow design. Validate capabilities, performance, controls and integration requirements before implementation. Verifies FMLA eligibility with weeks available/used/remaining tracking and expiration dates. Assesses ADA accommodation requirements with compliance status tracking. Identifies state-specific rules by employee location with applicability analysis. Generates compliance recommendations with required actions and regulatory citations.

Core Logic

Illustrative workflow design. Validate capabilities, performance, controls and integration requirements before implementation. Calculates overall risk scores (0-100) with tier classification (low/moderate/high/critical). Identifies individual risk factors with positive/negative impact indicators, weights, and explanations. Generates recommended interventions with timing, estimated cost, expected impact, and priority rankings. Supports predictive analytics with model performance metrics and feature importance.

Core Logic

Illustrative workflow design. Validate capabilities, performance, controls and integration requirements before implementation. Searches job positions using availability and restriction criteria. Calculates compatibility scores across physical match, schedule match, and overall fit. Identifies specific restrictions affecting each position and benefits of placement. Ranks top matches by compatibility score with detailed analysis notes explaining placement rationale.

Core Logic

Illustrative workflow design. Validate capabilities, performance, controls and integration requirements before implementation. Aggregates outputs from all specialized agents using weighted synthesis. Generates final recommendations (approved/denied/pending review/pending info) with confidence scores and multi-step reasoning chains. Provides citations from analyzed documents, calculates financial impact (estimated claim cost, potential savings, intervention ROI), and prepares HITL checkpoint packages with summary, supporting evidence, and decision options.