Paradigm.
A policy-governed dataset creation and verification instrument with provable execution.
Paradigm validates datasets, dispatches GPU-backed execution with CUDA enforcement, and produces OMS-signed evidence with C2PA+SLSA fingerprinting for every run—ensuring that every stage of your pipeline is correct, auditable, and regulation-ready.
Why AI systems fail.
Most failures in production AI trace back to one cause: unreliable data.
Schemas drift. Shards disappear. Remote storage falters. Teams retrain models without knowing exactly which data the model learned from.
The result is unpredictable behaviour and brittle systems.
Paradigm removes this uncertainty by making dataset quality an explicit, enforced stage of the pipeline.
Built for reliability at scale.
Schema-Driven Builds
Every dataset starts with a defined schema. Paradigm produces canonical Lance/WebDataset outputs with no ambiguity.
C2PA + SLSA Fingerprinting
Every dataset gets a dual-standard fingerprint: C2PA content credentials for provenance, SLSA attestations for supply-chain integrity. Machine-verifiable, court-defensible.
Runs as First-Class Objects
Every execution is a tracked run with audited lifecycle: queued → dispatched → running → completed. Full lineage, always.
Signed Evidence Bundles
Each run produces OMS-signed evidence bundles: what ran, where, when, and on what data. Cryptographic proof with key rotation and timestamping.
GPU Compute Orchestration
Execute on local or cloud GPUs with CUDA 13.1 enforcement and explicit tile capability gating. Dispatch decisions include refusal reasons.
Mature Health Semantics
Distinguishes accessibility vs throughput, healthy vs slow, broken vs degraded. Rare precision in failure classification.
Local + Remote Storage
Works with both filesystems and object storage (MinIO/S3). Remote mode is explicit, monitored, and safe.
Deterministic Streaming API
Training jobs stream from the catalog, not ad-hoc paths. This ensures reproducibility across builds and environments.
Engineered Like Infrastructure
Tested with unit tests, integration tests, and extended load conditions to verify resilience under real-world pressure.
EU AI Act Evidence Export
One-click export of conformity-ready evidence packages. Maps Paradigm artifacts to EU AI Act Article 11 technical documentation requirements.
Pre-flight Validation
Validates schemas, compute targets, storage, and credentials before any GPU time is spent. Catches misconfigurations at the gate, not mid-run.
Chain of Custody Visualization
Interactive lineage graph tracing every dataset from raw ingestion through builds, validations, fingerprinting, and evidence generation.
A single source of truth for data and execution.
Operational clarity for your entire pipeline.
A focused operator console that keeps teams oriented and informed.
Clear, maintainable engineering.
Paradigm is actively used for dataset validation, GPU-backed execution, chaos soak testing, and internal production workloads with full evidence generation and signed audit trails.
Enterprise-grade security. Shipped.
Not on the roadmap. In production.
Authentication and role-based access
Multi-tenant mode (orgs, teams, projects)
API keys and audit trails
mTLS agent trust with PKI
OMS evidence signing with key rotation
Kill-switch via cert revocation
GPU compute with CUDA enforcement
C2PA + SLSA fingerprint stack
EU AI Act evidence export
Pre-flight validation
Chain of Custody visualization
Next: ARCHON integration. Managed cloud deployment. GPU autoscaling. We ship when it’s real.
Defensible operational infrastructure.
Paradigm v2.2 — C2PA+SLSA fingerprinting, OMS signing, EU AI Act evidence export, pre-flight validation, Chain of Custody visualization. Shipped.
The foundation of Static Signal's verification-first AI ecosystem.
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