Core Adjudication Engine

ClaimSense™: Explainable AI Adjudication for Health Claims

Transform 50-page unstructured hospital claim files—handwritten notes, pharmacy invoices, lab telemetry, and discharge summaries—into fully auditable, rupee-itemized Evidence Cards in under 120 seconds.

Launch Live ClaimSense™ Sandbox
The Adjudication Crisis

From 28 Minutes of Manual Reading to 2 Minutes of Auditable AI

Claims teams are overwhelmed by millions of messy PDFs, poor-quality hospital phone photos, and illegible clinical notes. ClaimSense™ creates an automated evidence map.

42%

Straight-Through Processing (STP)

Fully compliant, low-risk claims matching exact tariffs and biometry records are auto-cleared for instant settlement without manual human intervention.

8.5x

Adjudicator Throughput Surge

Claims officers no longer cross-reference rate cards or hunt through hospital PDFs; ClaimSense™ highlights the exact clauses and discrepancies.

100%

Defensible Audit Trails

Every rupee deduction links back to an exact contract line item, hospital MOU section, or medical diagnostic telemetry file.

Evidence Grounding

Every Finding Gets an Evidence Card

Instead of producing vague "Risk Scores", ClaimSense™ decomposes the entire claim into atomic Evidence Cards that medical reviewers and financial officers can accept, reject, or escalate with one click.

  • Source Citation: Highlights the specific hospital invoice page and rate card contract clause.
  • Mathematical Impact: Exact rupee variance (e.g. ₹86,600 unbundled catheter overcharge).
  • Confidence Score: Grounded algorithmic probability based on verified medical dictionaries.
  • Auditable Action Log: Preserves claims officer decisions for IRDAI regulatory inspections.
Try Interactive Evidence Cards in Sandbox →
Tariff Deviation Unbundled Coronary Consumables
Confidence: 97.4%
Finding: ₹86,600 Overcharge
Contract: Section 4.2 MOU
Billed: ₹4,82,600
Apex Heart billed line items "Catheterization Kit (₹48,000)" and "Guide Wire Set (₹38,600)" separately. These are pre-bundled under standard package code CARD-04.
Linguistic Conflict 3 Inconsistent Trauma Narratives
Medium Risk
Initial helpline call reported "fall at home"; ER casualty register recorded "highway two-wheeler collision"; operative summary noted "blunt force trauma".
Medical Knowledge Grounding

Clinical Consistency Engine

Validates whether the clinical documentation, lab telemetry, and diagnostic imaging truly support the billed treatment.

Diagnosis vs. Procedure

Cross-checks ICD-10 codes against CPT intervention standards to flag unjustified surgical escalations for mild ailments.

Lab Telemetry Validation

Verifies if cardiac enzyme markers (Troponin I), blood gas levels, or pathology values support ICU admissions and critical care codes.

DICOM Imaging Telemetry

Inspects angiogram stenosis percentages, X-ray fracture patterns, and MRI metadata to confirm procedural necessity.

Pharmacology Drug Regimen

Identifies contradictory drug combinations, excessive antibiotic dosages, or ghost-invoiced specialty biologic medications.

Zero Friction Integration

Plug ClaimSense™ Directly into Your Claims Workflow

Available via sub-second REST APIs, webhook connectors, or embedded within your core policy administration portal.

Evaluate ClaimSense™ on Your Claims Pipeline

Schedule an enterprise demonstration with our AI engineering team and run a retrospective trial on historical claim batches.

Test Sandbox