— Vajra

Vajra: the enterprise model stability layer.

Evaluate model files deterministically, score them against business objectives, and generate evidence for safer enterprise deployment.

— Why Vajra matters

Model evaluation needs evidence, not guesswork.

Building machine learning models has become easier and more commoditized, but understanding what a model actually does and whether it is fit for the business problem is still hard.

Many teams:

Vajra helps enterprises make model evaluation more visible, structured, and trustworthy.

— Risk signals

do not know what package produced the model,
do not know what parameters were used,
do not know whether the model was tuned properly,
do not know when normalization should or should not be applied,
and do not catch edge-case failures until too late.

Module

Vajra Check

Artifact and syntactic validation.

Module

Vajra Eval

Deterministic semantic and business-objective evaluation.

Module

Vajra Guard

Governance, evidence, and stability monitoring.