Engineering clarity for complex AI behavior.
We built Tanvelo to answer a single fundamental question facing every generative AI team: When our model fails in production, why did it fail, and how do we fix it systematically?
Independent Diagnosis
Evaluation without circular self-grading. We decouple generation from evaluation, applying strict domain rubrics and deterministic assertions.
Failure Clustering
Instead of sifting through hundreds of raw failure traces, our semantic clustering engine groups errors into ranked root-cause categories.
Targeted Datasets
A report without a cure is incomplete. Tanvelo synthesizes curated prompt/response demonstration pairs ready for fine-tuning or prompt hardening.
Our Non-Intervention Principle
Tanvelo never alters your model parameters, writes directly to customer code, or initiates autonomous model deployments. We diagnose, evaluate, and provide verifiable data. You retain 100% control.