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Software Provenance

Trace software to its source

Models inherit the rights of the data behind them.

A fine-tuned model is an asset whose defensibility depends on the provenance of its training data and the terms of its base model. Recording those relationships now is considerably cheaper than reconstructing them during a raise.

AI Models & Datasets

  • Model records & lineage
  • Dataset provenance
  • Usage rights & restrictions
  • Model-to-product relationships

How it helps

What you get with AI Models & Datasets

1

Model records with lineage

Base model, fine-tuning runs and evaluation sets recorded as related objects rather than as a filename.

2

Dataset provenance

Where a dataset came from, under which licence or consent, and what it may be used for.

3

Usage rights travel

Models connect to the products that embed them, so a restriction on a dataset is visible from the product it constrains.

Build the ownership record before somebody asks for it.

Register what exists, connect the relationships, attach the evidence. The answer you need under deadline is the one you maintained beforehand.

Evidence-backed relationships Multi-entity by design Built for transfer and diligence