Library

Decision Agents operating independently or in coordinated multi-agent workflows to automate enterprise processes.

Capabilities

Pre-trained and Extensible

Ready-to-deploy agents that can be further tailored to your enterprise data, policies, and historical context.

Configurable Controls

Define thresholds for accuracy, confidence levels, and review workflows.

Composite AI Architecture

Combine rules agents, MLmodels,LLMs and SLMS whthin a single coordinated workflow.

Multi-Agent Orchestration

Specialized agents collaborate, validate, and refine outputs across decision stages.

Built-in Governance and Monitoring

End-to-end traceability, performance tracking, audit trails, and policy compliance controls embedded by design.

Shared Learning Framework

Insights and performance improvements compound across agents and workflows.

Types of Agents

Rule Agent
 

Executes deterministic logic and threshold checks based on pre-determined business rules for consistent case processing.
 

Machine Learning (ML) Agent

Analyzes structured historical data to predict outcomes and detect anomalous patterns like duplicates or outliers.
 

Language Model (LM) Agent

Extracts intelligence from unstructured documents to generate case summaries, explain decisions, and recommend potential resolutions.

Our Agents

Claims Intake Agent

Ingests claim data from source systems for clean downstream processing.

Claims PA Match Agent

Matches claims to potential prior authorizations and assigns a confidence score.

Prior Auth Requirement Check Agent

Determines whether a claim requires prior authorization based on predefined payer rules and policies.

Prior Auth Accuracy Check Agent

Validates prior authorization details and flags missing or incorrect information.

Prior Auth Digitization Agent

Digitizes prior authorization forms across formats for instant downstream use.

Prior Auth Approval Agent

Makes near real-time prior authorization approval decisions.

Clinical Review Agent

Enables instant policy lookup and supports clinical reviews, driving greater accuracy and efficiency.

Claim Anomaly Detection Agent

Identifies suspicious claims, groups them into outlier categories, and accelerates resolution and recovery.

Medical Record Extraction Agent

Turns complex policies and unstructured documents into rules.

COB Primacy Determination Agent​

Determines the correct primacy of a member’s coverage.

COB Identification Agent​

Identifies whether a claim has a Coordination of Benefits issue.

High Dollar Claims Fast Track Agent​

Classifies high-dollar pended claims as high- or low-risk, enabling examiners to focus on high-risk cases.

Claims Likely to Deny Agent​

Identifies claims that are likely to be denied by payer pre-submission.

Duplicate Claims Classifier Agent​

Identifies duplicate claims before they enter processing.

Document Classification Agent​

Classifies structured data from provider and payer documents into the Document Well.

Document Extraction Agent​

Extracts structured data from provider and payer documents into the Document Well.

RCM Claims Denial Prediction Agent

Evaluates claims for denial risk across key scenarios including registration/eligibility, missing or invalid claim data, authorizations, medical documentation, and service coverage​.

RCM Claims Appeal Automation Agent

Automates claims appeal drafting and evidence alignment.

RCM Claims Appeals Prediction Agent

Predicts denial overturn probability and automates appeal generation in real time.

RCM PA Denials Prediction Agent

Predicts Prior Authorizations at risk of denial pre-submission.

RCM PA Submission Automation Agent

Automates eligibility checks, policy validation, evidence packaging, and structured submission generation.

RCM PA Appeal Automation Agent

Automates PA appeal drafting, clinical justification mapping, and evidence alignment.

Policy to Rules Agent​

Turns complex policies and unstructured documents into structured rules.

EDI 837 Extraction Agent ​

Extracts, validates, and normalizes data from EDI 837 claim files into structured, decision-ready inputs.

Search

Our Agents

Claims Intake Agent​

Ingests claim data from source systems for clean downstream processing.

Claims PA Match Agent​

Matches claims to potential prior authorizations and assigns a confidence score.

Prior Auth Requirement Check Agent​

Determines whether a claim requires prior authorization based on predefined payer rules and policies.

Prior Auth Accuracy Check Agent​

Validates prior authorization details and flags missing or incorrect information.

Prior Auth Digitization Agent​

Digitizes prior authorization forms across formats for instant downstream use.

Prior Auth Approval Agent

Makes near real-time prior authorization approval decisions.

Clinical Review Agent​

Enables instant policy lookup and supports clinical reviews, driving greater accuracy and efficiency. ​

Claim Anomaly Detection Agent ​

Identifies suspicious claims, groups them into outlier categories, and accelerates resolution and recovery.​

Medical Record Extraction Agent​

Turns complex policies and unstructured documents into digital documents.

COB Primacy Determination Agent​

Determines the correct primacy of a member’s coverage.

COB Identification Agent​

Identifies whether a claim has a Coordination of Benefits issue.

High Dollar Claims Fast Track Agent​

Classifies high-dollar pended claims as high- or low-risk, enabling examiners to focus on high-risk cases

Claims Likely to Deny Agent​

Provides claim recommendations and score for the processed document.

Duplicate Claim Classifier Agent​

Identifies duplicate claims before they enter processing.

Document Classification Agent​

Classifies structured data from provider and payer documents into the Document Well.

Document Extraction Agent​

Extracts structured data from provider and payer documents into the Document Well.

RCM Claims Denial Prediction Agent ​

Evaluates claims for denial risk across key scenarios including registration/eligibility, missing or invalid claim data, authorizations, medical documentation, and service coverage​

RCM Claim Appeal Automation Agent

Automates claims appeal drafting and evidence alignment

RCM Claims Appeals Prediction Agent

Predicts denial overturn probability and automates appeal generation in real time.

RCM PA Denials Prediction Agent

Predicts Prior Authorizations at risk of denial pre-submission.

RCM PA Submission Automation Agent

Automates eligibility checks, policy validation, evidence packaging, and structured submission generation.

RCM PA Appeal Automation Agent

Automates PA appeal drafting, clinical justification mapping, and evidence alignment

From fragmented workflows to intelligent payments.

Healthcare doesn’t need more systems. It needs better decisions across the entire payment lifecycle. By connecting prior auth, claims, appeals, and integrity into one intelligent value chain, we help healthcare organizations reduce cost, improve trust, and operate with confidence.