DrToller
Versioned, traceable, and governed — from source documents to entities, relations, rules, and evidence.
We start from your documents — not from a hand-drawn schema. Types come from the corpus; facts fill the profiles; empty slots stay visible.How this works
Open source
AvailableDeclarative execution framework for data and ML workloads. DRTML is a machine-readable execution contract — validated, compiled, and executed across interchangeable backends. Humans extend Framework primitives; humans and external AI compose them into pipelines. CLI: drtoller. pip install drtoller.
Explore FrameworkOpen source
AvailableThe deployment and operations layer for DrToller.Framework workloads. Framework is the runtime; Platform is the environment; infrastructure is an implementation choice. Reference environments are starting points.
Explore PlatformSaaS
Coming soonSemantic layer on demand for your domain. Induced from your corpus: types, filled profiles, known gaps, and evidence — without assembling the full stack.
What this meansHealthcare · Law
Coming soonRegulated-domain layers for clinical and research pipelines, and for statutes, cases, and compliance: shared concepts, relations, and identifiers so search, linking, and downstream models use one vocabulary in each field.
Coming soon
Private Corpus Build
Delivered with traceable evidence, versioned releases, and agreed quality gates — inside a data boundary designed for sensitive enterprise corpora.
Strict zero-trust mode
Raw text and lexical data never leave the client zone. Only opaque IDs and aggregates cross a signed, versioned boundary.
Questions, partnerships, or early access.