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Q-GRID/Q-GRID-QaaS-Platform
Q-GRID-QaaS-Platform is a machine learning model from Q-GRID. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for q-grid-comply. The card lists the license as mit.
Version: 1.0.0 Date: February 7, 2026 Author: Taurus AI Corp License: CC BY-SA 4.0 / MIT (Code)
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From the Hugging Face model README
Version: 1.0.0
Date: February 7, 2026
Author: Taurus AI Corp
License: CC BY-SA 4.0 / MIT (Code)
Post-quantum cryptography standards are finalized. The algorithms are public. The reference implementations are open source. Yet the average enterprise quantum readiness score is 28 out of 100 (IBM, 2025).
The bottleneck was never the algorithms — NIST solved that in August 2024. The bottleneck is organizational adoption.
Q-GRID Comply is the first platform to address all five organizational barriers that prevent enterprises from achieving quantum-safe compliance:
| Metric | Traditional Approach | Q-GRID Comply |
|---|---|---|
| Time to first migration | 10-15 months (procurement alone) | 1 day |
| Full compliance timeline | 27-48 months | 6 months |
| Risk of breaking systems | High (rip-and-replace) | Zero (hybrid dual-mode) |
| Vendor lock-in | Proprietary stacks | Open standards (NIST FIPS 203/204) |
| Compliance proof | Self-reported checklists | Quantum-signed immutable audit trails |
Q-GRID Comply is a layered architecture designed for incremental adoption, zero-downtime migration, and verifiable compliance proof.
Layer 1: DETECTION & INVENTORY
├── CBOMkit-Hyperion (source code scanning)
├── CBOMkit-Theia (container scanning)
├── PQC-Scanner (network TLS scanning)
└── pqc-flow (passive traffic verification)
Layer 2: COMPLIANCE EVALUATION
├── COMPL-AI Framework (27 EU AI Act benchmarks)
├── EU AI Act Policy Model (DistilBERT, F1: 0.81)
├── PQC-Legal-BERT (custom fine-tuned legal NLP)
└── OPA/Rego policies (real-time compliance rules)
Layer 3: CRYPTOGRAPHIC OPERATIONS
├── @noble/post-quantum (ML-KEM, ML-DSA, SLH-DSA)
├── Node.js 24+ native crypto (zero-dep path)
└── CryptoAgility.js (algorithm routing + state machine)
Layer 4: IMMUTABLE AUDIT TRAIL
├── Hedera HCS (primary consensus, $0.0001/msg)
├── Tessera (secondary transparency log)
└── Sigstore/Cosign (supply chain provenance)
Layer 5: MIGRATION CONTROL
├── OpenFeature SDK (vendor-agnostic flags)
├── Unleash (12.1k stars, Node.js + PostgreSQL)
└── OPAL (real-time policy distribution)
Layer 6: GOVERNANCE & REPORTING
├── CISO Assistant API (100+ frameworks)
├── VerifyWise API (AI governance)
└── Q-GRID Dashboard (unified view + QRS)
Extends CycloneDX v1.6+ with quantum-specific taxonomy:
LEGACY_ONLY → HYBRID_SIGN → HYBRID_VERIFY → PQC_PRIMARY → PQC_ONLY
Stage 1: CodeBERT (fast triage, <50ms, 94% recall) Stage 2: CodeAstra-7B (deep analysis, 83% accuracy, 13 languages)
W3C Verifiable Credentials with:
Composite 0-100 metric across 5 dimensions:
| Library | Role |
|---|---|
| @noble/post-quantum | ML-KEM, ML-DSA, SLH-DSA in pure JS |
| Node.js 24.7+ | Native PQC via OpenSSL 3.5 |
| liboqs | Reference C implementation |
| CIRCL | Cloudflare production PQC |
| Model | Role |
|---|---|
| CodeAstra-7B | Deep vulnerability analysis |
| CodeBERT | Fast triage |
| COMPL-AI | EU AI Act evaluation |
| Platform | Role |
|---|---|
| IBM CBOMkit | CBOM toolchain |
| CISO Assistant | 100+ compliance frameworks |
| VerifyWise | AI governance |
| OPA | Policy engine |
| Technology | Role |
|---|---|
| OpenFeature | Feature flag standard |
| Unleash | Flag platform |
| Hedera SDK | Blockchain |
| Tessera | Transparency logs |
# Clone the repository
git clone https://github.com/Taurus-Ai-Corp/taurus-ai-saas.git
cd taurus-ai-saas/products/gridera
# Install dependencies
npm install
# Configure environment
cp .env.example .env.local
# Edit .env.local with your credentials
# Run database migrations
npm run db:migrate
# Start development server
npm run dev
| Approach | Procurement | Discovery | Migration | Testing | Compliance | Total |
|---|---|---|---|---|---|---|
| Traditional | 10-15 mo | 6-9 mo | 9-12 mo | 3-6 mo | 6-9 mo | 27-48 mo |
| Q-GRID Comply | 0 mo (OSS) | 2-4 wk | 8-16 wk | 2-4 wk | 2-4 wk | 6 mo |
| Savings | 10-15 mo | 5-8 mo | 7-10 mo | 2-5 mo | 5-8 mo | 21-42 mo |
Built with ❤️ by Taurus AI Corp — Orchestrated Agentic Intelligence
Last updated: February 7, 2026