Evidence you can inspect.
Connect recommendations to patient context and source evidence. Make uncertainty and justified exceptions visible. In the product: every guideline answer and report carries its citations.
The people behind it
Built where medicine
meets its realities.
We bring together AI specialists, software engineers, oncologists, and oncology revenue cycle experts.
That combination shapes our perspective: understanding what care a patient needs—and what it takes to get that care approved, delivered, and paid for.
01 / What we believe
Three principles.
One patient at the center.
Clinical evidence, coverage requirements, and financial realities often sit in different systems. We are building the connections that make them understandable, traceable, and useful at the moment of care.
Costs you can understand.
Work toward a clearer view of coverage and expected costs, with estimates, assumptions, and missing information identified. In the product: coverage requirements and gaps are named in the report, and cost visibility is on our horizon.
Decisions you can follow.
Build a record of what was reviewed, why a decision changed, and what happened next. In the product: the EHR connects documentation to operations and billing, and the shared decision record is where we are heading.
02 / How we work
Four commitments
we hold ourselves to.
Built alongside oncology practices.
We work with the people who document, submit, and get care paid for. Their workflow, not ours, decides what is useful.
Every output is reviewable, with its sources.
A guideline answer cites its section and category. A report shows what it read and what it could not find. Nothing is presented without a basis.
Honest about current and vision.
We label what is available today and what is direction of travel. A roadmap is not a feature.
Clinicians retain judgment.
Our software prepares, organizes, and surfaces. Qualified care teams review and decide.
03 / Where we are going
A shared, auditable
oncology decision record.
Our direction is a single record that carries the patient context, the supporting evidence, the coverage requirements, the expected costs, and what happened afterward—connected by evidence and reviewed by people.
Today’s capabilities fill in parts of that record. The next horizon fills in the rest.
One decision.
A clearer picture.
- 01
Clinical context
The patient behind the decision
- 02
Supporting evidence
The rationale, with its sources
- 03
Coverage clarity
Requirements and unresolved gaps
- 04
Financial visibility
Expected costs and assumptions
- 05
Measurable outcomes
What happened after the decision
Connected by evidenceReviewed by people
A shared ambition
If this mission resonates,
come build it with us.
For practices, health plans, and technology partners who believe better care starts with evidence everyone can understand.