Healthcare EHR / Payer portals6-8 Week BuildHealthcareTrigger: Payer portal / Schedule

AutoGo Adjudicate

Claim Denial Classifier

Reads denied claims, classifies denial reasons against a taxonomy, cross-references clinical documentation, and proposes appeals for a claims officer to sign off.

Time to first production
Before
One-at-a-time queue processing
After
6 to 8 weeks to first production

At a Glance

ERP System
Healthcare EHR / Payer portals
Trigger
Payer portal / Schedule
Function
Claim Denial Classifier
Input
Denied claims and payer reason codes
Output
Classified denial with proposed appeal or resubmission path for reviewer approval
Available For
Healthcare in Malaysia and ASEAN
Build Timeline
6 to 8 weeks
Runs On
AutoGo · Aurix Engine

What it does

AutoGo Adjudicate reads each denied claim, classifies the payer reason code against the taxonomy your billing team already uses, pulls the underlying clinical documentation from the hospital information system, and either proposes a resubmission with the missing document attached or escalates to a claims officer for judgement. The agent never submits or appeals on its own. Every proposed action carries its reasoning, and the officer signs off before anything is sent to the payer.

Key benefits

  • Denial queue clears faster without abandoning the audit trail
  • Consistent classification across payer, TPA, and corporate insurance denials
  • Claims officer reviews reasoning, not raw denial rejections
  • Proposed appeals grounded in the underlying clinical documentation
Aurix Modules In Use

What sits inside this agent

OrchestratorAgentsTool RegistryEvaluator

Want AutoGo Adjudicate in your healthcare operation?

Tell us your systems and the workflow. We will scope AutoGo Adjudicate for your operation in a six to eight week pilot, reviewer-in-the-loop from day one.