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Home · Models · Rasayana
Sovereign model family · Pharma & life sciences

Regulatory submissions, trial documents and pharmacovigilance — on the sponsor's own infrastructure.

Rasayana is the pharma family, produced by the same factory pipeline as Charaka and Lekha and tuned on the document universe of drug development: submission dossiers, trial protocols and reports, safety narratives and SOPs. Built for sponsors and CROs whose data cannot leave a validated environment.

In Development
Status
Factory
Same pipeline as Charaka + Lekha
4-bit
Quantised for your hardware
0
Outbound API calls
In Development
Rs
MindMap Rasayana
Rasayana — the branch of classical Indian medicine concerned with compounds and rejuvenation.
Tuned for

Regulatory submissions · clinical-trial documents · pharmacovigilance · quality SOPs

Submission authoring support

CTD-structured drafting from source data with every claim linked back to the underlying study document.

Trial document workflows

Protocol deviations, monitoring reports and site correspondence classified, extracted and routed.

Pharmacovigilance

Adverse-event narratives structured for case processing, with duplicate and seriousness signals.

Quality & SOP assistants

Validated-environment Q&A over SOPs, batch records and deviation history.

Runs where the data lives

Sponsor or CRO VPC / on-premise — designed for validated, change-controlled environments.

In production

In development on the proven factory pipeline; pharma document workflows are delivered today through the accelerator library while the family matures.

References are anonymised by default; named references on request under NDA.

Governance

What comes with every Rasayana deployment

Provenance register

Base model, version and licence recorded for every deployment — the first artefact an auditor or a procurement team asks for.

Golden set per domain

Every family carries a curated evaluation set drawn from the document types its clients run on. Releases are gated on it.

Blind human + AI-judge scoring

Outputs scored by domain reviewers without knowing which model produced them, cross-checked by an AI judge. Raw runs available on request.

Frozen in production

The model that served your customers on Friday is the model serving them on Monday. No silent upgrades, no vendor deprecations, no pricing changes.

Plainly: Rasayana is a domain fine-tune of a permissively-licensed open-weight base, not a from-scratch foundation model. The base, its version and its licence are recorded in the provenance register for every deployment.
Evaluate before you commit

Run Rasayana on your own documents.

Send 20–50 representative documents or transcripts — anonymised is fine — and the acceptance rules your team uses today. We run Rasayana on infrastructure you control, score it against your criteria, and hand back the results and the harness. Two weeks, fixed scope, no production data.

An engineer replies within one business day. Evaluations run on infrastructure you control; we never ask for production data.

Talk to the product team