Lineage & Provenance
Trace every model back to its source.
Know exactly what data trained your model, what features shaped its behavior, and every service that depends on it in production — all tracked automatically.
Lineage — fraud-detection-v3
Automated extraction
Lineage discovered from your ML frameworks, pipelines, and APIs — no manual tagging required.
Full provenance graph
See every upstream source and every downstream consumer in a single interactive view.
Impact analysis
Understand the blast radius of any data change, model update, or policy violation before it happens.
Data-to-Model Lineage
Know exactly what went into your models.
WiseRegent automatically traces the path from raw data to trained model — capturing every transformation, feature engineering step, training run, and evaluation. When a data issue surfaces, you know immediately which models are affected.
- Training data lineage: raw sources → preprocessing → feature store → training run.
- Experiment tracking: links MLflow/W&B runs to the resulting model artifact.
- Automatic propagation: lineage updates as you retrain, fine-tune, or update data pipelines.
Data Lineage — fraud-detection-v3
Downstream Impact Analysis
See what breaks before you make a change.
Before retiring a dataset, updating a model, or changing a feature pipeline, you need to know what's downstream. WiseRegent's impact analysis shows every dependent model, API, product, and service — so changes are deliberate, not accidental.
- Downstream mapping: every API, microservice, and product feature that depends on your model.
- Change impact scoring: assess risk before deploying updates or retiring assets.
- Dependency graph export: share impact reports with platform teams and stakeholders.
Downstream Impact — fraud-data-v2
Lineage captured automatically — no annotation required.
Connect
Authorize your ML platforms, data warehouses, and pipelines.
Extract
WiseRegent extracts lineage from framework metadata and run logs.
Visualize
Full provenance graph — upstream and downstream — rendered live.
Analyze
Run impact analysis before every change or retirement.
Lineage sources
Auto-extracted from your existing tools
Early access open
Govern your AI agents
before your auditors do.
Join the early-access programme. Shape the roadmap. Lock in founding rates. No credit card, no commitment.