Domain User cases
“Targeted solutions for your business needs”
Healthcare Providers
Pre-Authorization Review
- AI Interpretation reads pre-auth forms, prescriptions, and diagnostic reports.
- Detects missing or inconsistent details that may cause claim rejection.
- Agentic AI explains issues conversationally:“This MRI report doesn’t align with the listed diagnosis code. Would you like to update the claim or flag for review?”
- AI Orchestration pushes validated data to the hospital’s claims portal.
Clinical Data Insights
- Summarizes patient records, lab reports, and discharge summaries.
- Physicians receive conversational summaries via Agentic AI.
Value: Reduced rejections, faster approvals, and better clinical insight delivery.
Health Insurance / Payers
Fraud Detection & Claim Auditing
- AI Interpretation reviews claim documents, bill summaries, and discharge notes.
- Flags duplicates, inflated material usage, or non-permissible procedures.
- Agentic AI explains anomalies:“Two CT scans were billed within 24 hours; policy allows only one per episode.”
- AI Orchestration triggers alerts or workflows via webhooks.
Policy Intelligence
- Automatically interprets and compares policy documents, extracting coverage details and exclusions.
Value: Enhanced fraud prevention, audit accuracy, and automated policy interpretation.
Agriculture / Fruit Trading Marketplaces
Quality Verification
- AI Interpretation analyzes inspection certificates and lab reports.
- Detects quality deviations (sugar content, moisture levels, etc.).
- Agentic AI communicates insights conversationally to traders.
Trade Matching
- AI Orchestration connects data from farms, weather APIs, and market pricing systems.
- Automatically pairs supply and demand by location, quality, and freshness.
Regulatory Documentation
- Interprets and validates export/import certificates for compliance.
Value: Transparent trading, assured quality, and efficient logistics coordination.
Finance / Banking
Risk & Compliance Analysis
- AI Interpretation reads and summarizes financial statements, credit reports, and contracts.
- Detects risk indicators or missing compliance disclosures.
Portfolio Advisory
- Agentic AI provides conversational financial insights:“Your exposure in manufacturing increased by 12% this quarter. Would you like to simulate diversification options?”
Transaction Anomaly Detection
- AI Orchestration integrates with banking APIs to detect unusual transactions in real time.
Value: Automated analysis, real-time risk alerts, and better decision intelligence.
Accounts Receivable (AR)
Invoice Interpretation & Validation
- AI Interpretation reads invoices and compares them with POs and delivery notes.
- Detects overbilling, duplicate entries, or currency mismatches.
- AI Orchestration posts validated data into ERP or accounting systems.
- Agentic AI explains discrepancies:“Vendor invoice #4572 exceeds PO by 8%. Do you want to raise a credit note?”
Value: Faster reconciliation, reduced errors, and an automated validation pipeline.
Accounts Payable (AP)
Expense Verification & Payment Automation
- AI Interpretation categorizes expenses, verifies vendor bank details, and flags anomalies.
- AI Orchestration triggers payment approvals or exception workflows.
- Agentic AI summarizes findings:“Three vendor payments exceed the approved limit. Would you like to escalate for review?”
Value: Improved payment control, fraud detection, and process transparency.
