SOVEREIGN\PROVENANCE · Anchor
AI & Data Science
Model lineage you can stand behind.
Protocol surface
AI & Data Science
01
Identity
02
Seal
03
Ledger
Protocol surface — not a live dashboard.
What we promise
Label datasets with licenses… before training begins.
Capture training lineage… emit a signed model card.
Share regulator-friendly provenance without exposing IP.
Who it's for
- •ML engineers… data scientists… MLOps
- •Responsible AI teams and applied research labs
- •Vendors needing provable dataset hygiene
Your journey
From raw data to verified model…
Dataset intake
Register source via API… license… and constraints.
Curation workflow
Filter… dedupe… log transformations.
Training proof
Register training runs via API… sign run config… seed… weights lineage.
Model card issued
Register models via API… human-readable + JSON-LD for automation.
Export compliance bundle
Generate Auditor bundles for regulators on demand.
Drift & reuse watch
Mirror flags risky reuse or shadow training.
What you get
Dataset + model proofs
Signed manifests… reproducibility ready
Cards + JSON-LD
Public summary… private detail
Pipeline SDK
Python (spml)… JavaScript/TypeScript… simple decorators
REST APIs
Register datasets, training runs, models, and synthetic outputs
Compliance bundles
Export Auditor bundles (NIH, NSF, DARPA, custom) on demand
Eval hooks
Attach eval results to proofs
API key management
Self-service API key generation and management
Measurable results
Integrations
Pricing
Includes 10k dataset/model proofs each month with $0.05/proof overage. Upgrade to Enterprise for private deployments and dedicated compliance.
AI Starter
Essential model lineage for small AI teams
- 1k proofs/month included
- Dataset + model manifests
- Basic lineage API
- Community support
- Training lineage API + SDKs
- Compliance bundles
AI Provenance
Usage-based dataset and model lineage for ML teams
- 10k proofs/month included
- Dataset + model manifests
- Training lineage API + SDKs
- Auditor compliance bundles
- Overage $0.05/proof after 10k
- Dedicated compliance engineer
AI Enterprise
Enterprise-grade AI provenance with unlimited scale
- Unlimited proofs/month
- Everything in AI Provenance
- Dedicated compliance engineer
- Custom model governance workflows
- Advanced risk analysis
- Priority SLA + 24/7 support
Proof & sharing
Provenance-backed model card… integrity you can show.
Documentation & Product Lineage
Explore documentation, API references, and see how this product connects to the broader SOVEREIGN\PROVENANCE ecosystem.
FAQs
Compliance & trust
Keep your stack… add proof where it matters.
Governed by The Covenant of Restraint, aligned with our Mission & Vision, and grounded in the Genesis Moment.