From evidence to payment conclusion.
RemitAxiom is an intelligence layer, not just a dashboard. It traces healthcare payments back to the evidence and rules that should have governed them, then explains the difference.
Evidence Graph
A linked view of encounters, documentation, claims, adjudications, policies and payments.
Deterministic calculations
Contract and payment math computed from documented, reproducible formulas.
Rule engine
Versioned payer and coverage rules applied consistently and transparently.
Statistical intelligence
Pattern detection across many transactions to surface behaviors and variance.
AI explanation
Natural-language investigation that points back to the underlying evidence.
Human review
Material findings route to people before any recovery or action is taken.
Every dollar has a story.
Each payment item is connected to the source transaction, the applicable rule, its version, the calculation performed, the resulting confidence, and the recommended next step.
A material finding traces back to
- Source transaction
- Applicable rule
- Rule version / effective date
- Calculation
- Confidence
- Recommended action
Nothing is presented without a trail. Every material conclusion is referenced back to the evidence that produced it.
Compare what should have happened with what did.
RemitAxiom separates source truth from derived facts and model inference, so you always know the basis for a conclusion.
01
Determine
Reconstruct what should have been paid using source evidence and the applicable, versioned rules.
02
Compare
Measure what actually happened against the expected outcome.
03
Explain
Attach every difference to a rule, calculation, confidence and recommended action.
Start with your data.
Bring your own exports. See what should have paid — with evidence.