Your best billers know things your systems don't capture. We fix that.
Every complex denial your team solves contains intelligence — which evidence combinations worked, what sequence mattered, how this payer actually enforces policy. That expertise disappears when staff leave. We make it permanent.
What a Precedent Object is
A structured record of what worked, why it worked, and when enforcement shifts fast enough to matter.
Evidence Sequencing — Not just what was submitted. What order. Our Precedent Objects capture exactly which evidence combinations move each payer.
Human-Governable — Billers read, challenge, and update Precedent Objects with attribution. Model weights can't be governed. Ours can.
Denial Code Disambiguation — Semantic interpretation: “CO-50 signals missing documentation here, frequency threshold there.” Same code, different strategy.
Explainable Provenance — Full traceability: guideline clause → evidence → outcome. Every precedent is auditable.
Why “explainability” isn't enough
AI RCM vendors now market “explainable AI.” But explainability ≠ governance.
The speed difference
AI retrains on statistical significance. We test hypotheses in real time.
Ready to see what’s possible?
Get a free assessment showing where Precedent Objects could move the needle for your team.
Start with your denials
We'll analyze 25–50 recent denials and show you where precedent-based intelligence changes the math.
Get Your Free Assessment