Typed figures
A per member per month (PMPM) cost is a value with a unit and a kind, not a clause in a paragraph.
Pramana by VedAGI · Verified AI for life sciences
AI can draft the pack. It cannot be the source of the figures.
Pramana recomputes each figure from its source, labels every estimate, and locks the figures until a named person signs. The receiver gets a signed receipt they can check in a browser, without installing anything.
Who it is for
Market access, health economics and outcomes research (HEOR), and evidence teams who already produce payer and health technology assessment (HTA) packs, including AMCP (Academy of Managed Care Pharmacy) dossiers, and the person who has to sign them.
What it does
A per member per month (PMPM) cost is a value with a unit and a kind, not a clause in a paragraph.
Formulas run in code. Models may propose a formula. They do not write the value.
Unlocked or unlabeled figures cannot export.
What was computed, from which sources, under which formula, signed by whom.
What it is not
Prose can be drafted anywhere, including by AI. Pramana locks the figures the prose points at.
You keep your model. Pramana recomputes from it.
A human with the signer role locks the figures and stays accountable for the release.
Why VedAGI
AI is moving fast into life sciences. Large language models (LLMs) can produce figures that look right but cannot be traced to a source. In a payer or HTA pack, that is a risk no signer should have to carry.
Our answer: AI may plan the work. Code computes the numbers. A named human signs and stays accountable.
Human-aligned
Human-aligned, for us, means the person who carries a high-stakes decision stays accountable. AI strengthens that person's judgment and never replaces it.
A named person with the signer role locks the figures and answers for the release. AI supports that person. It does not sign.
Models may plan the work and propose a formula. Code computes the value from your sources. A model never writes the final number.
Each figure records its sources, its formula, and who signed it, so payers, HTA reviewers, auditors, and boards can check it.
When the evidence is thin, the figure is marked ESTIMATE in the workbench and in the exported table. An estimate never passes as computed.
Your data stays on your side. The receipt carries source fingerprints, not your files.
Industries
Built for life sciences first: the market access, HEOR, and evidence teams whose figures go to payers and HTA reviewers.
If you are about to send a table you cannot recompute, talk to us.
VedAGI. Intelligence for Humanity.