AI prior auth for genetic labs and oncology

Get more PAs approved
without hiring more staff.

We interpret payer policies and build compliant PAs automatically.
Your team submits faster, with better documentation, and spends less time on denials.

300+ payer policies Compliant PAs, automatically Submissions + appeals handled
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Pick your path.

Three ways to use Converus, depending on what you build and who you serve.

Genetic Labs

Prior auth for genetic testing.

MolDX, LCD determinations, somatic-vs-germline, and panel coverage variability — all handled.

  • BRCA, hereditary cancer, comprehensive solid tumor panels
  • MolDX and LCD-aligned documentation, automatic
  • Pre-submission gap flags before cases go out
Genetic labs deep dive
Oncology

Prior auth for oncology.

NCCN, biomarker requirements (HER2, EGFR, PD-L1, MSI/MMR), and peer-to-peer prep — all assembled.

  • NCCN evidence per regimen and line of therapy
  • Biomarker rules at the drug–indication–payer level
  • Peer-to-peer prep with cited clinical evidence
Oncology deep dive
Software & RCM Teams

Embed our intelligence layer.

For teams building RCM, PA, or AI products. Live payer logic via API or MCP — without maintaining it yourself.

  • API and MCP integration
  • Continuously updated payer policy intelligence
  • Coverage logic by test, drug, indication, payer
See the API + MCP integration

Is your team drowning in prior auth paperwork?

01
Appeals eating 20+ hours of staff time every week
02
Denials from payer policy changes you didn't catch in time — UHC, Cigna, Aetna update bulletins constantly
03
Billing team calling the payer daily just to figure out what they want
04
Staff burning out on paperwork instead of serving patients
05
Revenue delayed by weeks due to slow PA turnaround
06
Can't afford to hire more staff just to handle admin work

There's a better way.

Two layers. Zero guesswork.

The Intelligence layer reads and interprets every payer policy — NCCN, MolDX, and 300+ commercial payers — so we know exactly what's required. The Autopilot layer uses that intelligence to build, submit, and appeal — your team reviews the work, doesn't do the work.

Autopilot Layer — end-to-end execution

From chart to submission — without the manual work.

Because the Intelligence layer already understands what every payer requires, the Autopilot can act on it: pulling clinical data from your EHR, matching against payer criteria, detecting gaps, building a medical necessity case, and submitting autonomously. Denials trigger immediate appeal generation.

Automated clinical data extraction via FHIR
Approval probability scoring on every case
Configurable human-in-the-loop thresholds
Intelligence Layer — payer policy knowledge graph

Every payer policy, structured into queryable logic.

The Intelligence layer continuously ingests and structures payer policies, LCDs/NCDs, NCCN guidelines, MolDX determinations, and state mandates into a queryable knowledge graph. Every case submission draws from the same living source of truth — one that learns from every outcome.

NCCN and MolDX coverage mapped at indication level
Requirement trees by drug, indication, payer, and line of therapy
LCD, NCD, and state mandate cross-referencing
Win appeals you're currently abandoning

Denial & Appeals

68% of denials are overturned on appeal, but most teams lack the bandwidth. Converus identifies the denial reason, maps it against policy and evidence, and generates a targeted appeal with the specific documentation needed to overturn it.

Automatic denial root cause analysis
Evidence-matched appeal generation
Learns which arguments win by payer

Every approval, denial, and appeal feeds back. Tomorrow's PA gets the benefit of every PA you've run before.

The Intelligence layer is what makes clinical reasoning possible at scale. It ingests payer policies, NCCN guidelines, MolDX determinations, LCDs/NCDs, and submission outcomes — and continuously structures them into the logic the Autopilot runs on.

Knowledge Graph · Live

Depth

NCCN, MolDX, LCD/NCD determinations, somatic-vs-germline distinctions, panel coverage, and biomarker-level payer criteria — all structured, not scraped.

Reasoning

Clinical evidence assembly, not form-filling. The system builds the medical necessity argument from the evidence, matched to what this payer actually enforces.

Self-improving

Every submission outcome feeds back in. The knowledge graph tracks the gap between what payers say in policy and what they approve in practice.

Cross-referenced

Maps intersections between policies, LCDs, state mandates, and federal rules. Nothing gets missed because requirements live in silos.

End-to-end in five steps.

Because the Intelligence layer already understands the requirements, the Autopilot can handle the entire PA workflow without manual intervention — from chart review to submission to appeal.

01

Extract Clinical Data

Pulls both structured and unstructured clinical data from your EHR, lab systems, and clinical documents via FHIR APIs, direct integrations, and agentic extraction techniques that can navigate portals and parse freetext notes. No manual chart review.

02

Match Payer Policy

Identifies the exact requirement tree for this drug, indication, payer, and line of therapy. Cross-references against LCDs, NCDs, and mandates.

03

Detect & Resolve Gaps

Compares available clinical data against every requirement. Missing a molecular test result? The system flags it with severity and either retrieves it or escalates to the care team.

04

Build the Case

Assembles clinical evidence, pulls peer-reviewed literature from PubMed and ASCO guidelines, and generates a medical necessity argument tailored to the payer's specific criteria.

05

Score & Submit

Every submission gets an approval probability score. High-confidence cases auto-submit. Edge cases get flagged for your team to review. Denials trigger automatic appeal generation.

Get started in 3 steps.

From first call to first submission. No rip-and-replace, no long implementation cycles.

Book a demo

We'll show you how Intelligence + Autopilot work with your actual test catalog and payer mix. ~30 min

Connect your systems

We integrate with your LIS, EMR, or intake process — no rip-and-replace required. 1–2 weeks

Start submitting

Choose Done For You, Done With You, or Intelligence Only — and start reducing your PA burden. Immediate

We work however you want to work.

Pick the engagement that fits your team. Same platform — different levels of Converus involvement.

Done For You

We handle everything

You submit cases, we return completed PAs ready for your review and submission. Best for labs that want minimal staff involvement in PA workflows.

  • Intelligence + Autopilot
  • We handle submissions, denials, and appeals
  • Your team reviews approvals only
Done With You

Built together, you approve

We build the PAs and prep the submissions, your team reviews and approves. Best for labs that want oversight but need speed and accuracy.

  • Intelligence + Autopilot
  • Documentation and case assembly automated
  • Your team has final approval
Intelligence Only

Better tools for your team

Access our Intelligence layer to build your own PAs faster. Best for labs with existing PA teams who want better policy guidance and tools.

  • Real-time payer policy database
  • Documentation checklists and templates
  • Coverage criteria mapped to your test catalog

Why genetic labs are paying attention.

Three forces are converging — and the labs that adapt this year will be the ones that keep their margins.

01

Payer rules tightened in 2026

UHC, Cigna, Aetna, and other major payers have rolled out stricter PA criteria this year. Labs using outdated templates are seeing more auto-denials — and the bulletins keep coming.

02

Payer complexity is increasing

Commercial payers have added 40% more documentation requirements year-over-year. Each new requirement is one more place a PA can fail without the right intelligence layer.

03

The staff shortage is structural

Industry-wide RCM staffing is in crisis. You can't hire your way out of this problem — the talent pool isn't growing fast enough, and the people you have are leaving for less stressful work.

04

Reimbursement pressure is real

Every denied PA delays revenue by 3–6 weeks on average. For high-volume labs, that's working capital tied up in administrative friction — money that should be reinvested in your test catalog and your team.

Built specifically for genetic labs and oncology.

Policy Expertise

We don't just read policies — we interpret them. Mapping NCCN guidelines to payer coverage, tracking MolDX LCD/LCA updates in real time, and knowing when federal or state law overrides payer policy.

Lab-Specific Workflows

Built for genetic testing, not generic healthcare. Pre-loaded test catalog templates, multi-gene panel documentation logic, and workflows for pharmacogenomics, tumor profiling, and hereditary cancer.

Autopilot + Intelligence

Other tools give you information. We do the work. Not just a policy lookup. Not just a form-filler. End-to-end automation from submission through appeals.

For software teams building RCM and AI products.

Embed domain intelligence into your product so your automations stay accurate as policies, payer behavior, and workflow logic change.

Most RCM automations break when payer rules change, policies get updated mid-quarter, or coverage criteria shift. Converus provides the intelligence layer — via API or MCP — that keeps your product current. Power any RCM workflow that touches payer policy without constantly rewriting rules by hand.

API or MCP integration

Plug Converus intelligence into your existing RCM platform, workflow engine, or AI product. Access live payer logic without building and maintaining it yourself.

Continuously updated policy intelligence

Payer requirements structured into queryable logic and updated as policies change — LCDs, NCDs, NCCN guidelines, commercial payer mandates.

Coverage logic by test, drug, indication, and payer

Not just generic rules — specific coverage criteria for genetic testing, oncology drugs, diagnostics, and specialty workflows.

Denial & appeal intelligence

Understand why cases fail and what evidence drives successful appeals — structured for automation.

Converus MCP policy intelligence
PA Submission Agent
Appeal Agent
Denial Triage Agent
Eligibility Agent
Coverage Lookup
Policy Sync Agent
Use cases
Prior auth platforms — power smarter PA modules that stay current without engineering effort.
AI-driven workflow tools — use live payer logic to route cases, flag gaps, and recommend next actions.
Denial management software — identify root causes and build better appeals with structured policy intelligence.
Benefits verification & eligibility — embed coverage requirements so your users know what's covered before ordering.
Specialty RCM software — add payer policy intelligence to lab, oncology, or pharmacy-focused platforms.

Built by operators who've scaled PA systems at leading labs.

PA software at a $33B diagnostics company. Products shipped at multiple unicorn-trajectory companies. Years inside the PA process at leading laboratories. We built Converus because prior auth is a knowledge problem, and no existing tool solves it at the intelligence layer.

PA Software at $33B Diagnostics Co. Multiple Unicorn Operators Deep RCM Domain Expertise

Common questions.

How quickly can we get started?

Most labs complete integration and setup within 2 weeks. Demo to launch typically takes 3–4 weeks.

What if our payer isn't in your system?

We cover NCCN, MolDX, and 300+ commercial payers. If we don't have your payer, we'll build it custom as part of onboarding.

Do we have to change our workflows?

No. We adapt to how you work — whether that's full automation (Done For You), collaborative review (Done With You), or DIY with better tools (Intelligence Only).

What happens when a policy changes?

Our Intelligence layer updates automatically. You'll get alerts when policies affecting your tests change, with the updated documentation requirements.

How does pricing work?

Pricing depends on your volume and which option you choose (Done For You, Done With You, or Intelligence Only). Book a demo and we'll create a custom proposal based on your PA volume.

Do you guarantee approvals?

We can't control payer decisions, but we can ensure every PA is built with complete, compliant documentation according to current payer policies. Our goal is to give you the best possible chance of approval on first submission.

Ready to stop losing staff time to PA paperwork?

See how Intelligence + Autopilot can transform your prior auth workflow.

Built for genetic labs and oncology practices.