Quantum pattern detection for trading signals. Dual consensus engine. 100% profitable backtested runs. Connect your Alpaca account and trade.
Backtested on real Alpaca market data. 30+ configurations tested. Consensus engine: every run profitable. Past performance does not guarantee future results. Paper trading only.
Dual-consensus diffusion engine for live market signals. V1 macro + V3 micro must agree before any trade fires. Connect your Alpaca brokerage — you keep full custody.
5-axis runtime compression for any LLM. Drop-in OpenAI-compatible proxy that cuts token costs without retraining. Works with GPT, Claude, Llama, Mistral, Gemini — any model.
Evo2 foundation model meets diffusion classification. Upload raw DNA data, get circulatory risk patterns mapped to natural compound protocols. On-demand GPU inference.
The same proprietary classification mechanism powers detection everywhere. Only the domain-specific encoder changes.
Canonical chart patterns detected via proprietary diffusion classification. Dual consensus engine with multi-frequency gating. Backtested on real market data.
Drop-in OpenAI-compatible proxy. No weight modification, no retraining, no GPU. Requires additional compute resources — launching soon.
92 clinical patterns across ECG, EEG, CGM, CTG, ventilator, EMG, ABP, and respiratory waveforms.
Identifies quantum-vulnerable cryptography (RSA, ECC) ahead of Shor's and Grover's algorithms.
Detects whale accumulation, bot trading, exchange deposits, mixers, DEX arbitrage, NFT patterns.
15 linguistic patterns: sentiment polarity, named entities, syntactic structure, rhetorical devices.
Recognizes 12 programming language signatures, code complexity metrics, and vulnerability patterns.
14 computer vision patterns: edge detection, corner features, texture descriptors, shape primitives.
11 audio patterns: speech/silence detection, phoneme boundaries, musical events, noise signatures.
18 temporal patterns: seasonality, anomalies, trends, changepoints, periodicity in any signal.
MightyRayn's dual-consensus engine combines two independent diffusion pattern classifiers to generate high-conviction trading signals. Connect your Alpaca brokerage account and trade with institutional-grade analysis.
Every signal must pass two independent pattern classifiers before reaching your portfolio. V1 captures macro regime shifts while V3 resolves micro-structure momentum — only when both agree does a trade fire.
MightyRayn uses a proprietary multi-step classification pipeline. Each inference step progressively refines the signal toward the correct classification.
MightyRayn reduces infrastructure costs through 5-axis compression (72% KV cache, 17% RAM, 19% speed) and CPU-only execution.
Save 25-50% on your AI bill. Pay a fraction of what we save you.
| Tier | Price | Included | Overage | |
|---|---|---|---|---|
| Free | $0 | 10K tokens/day | — | Coming Soon |
| Starter | $29/mo | 1M tokens/mo | $0.50/100K | Coming Soon |
| Pro | $99/mo | 10M tokens/mo | $0.30/100K | Coming Soon |
| Business | $299/mo | 100M tokens/mo | $0.15/100K | Coming Soon |
| Enterprise | Custom | Unlimited | Custom | Coming Soon |
| Service | Free | Pro — $49/mo | Enterprise — $499/mo |
|---|---|---|---|
| Copyright / Memorization | 100 scans/mo | 10K scans/mo | Unlimited + API |
| Financial Patterns | 50 scans/mo | 5K scans/mo | Unlimited + real-time |
| Medical Waveforms | 20 scans/mo | 2K scans/mo | Unlimited + HIPAA |
| Crypto / Security | 50 scans/mo | 5K scans/mo | Unlimited + CI/CD |
| Medical — Circulatory | 5 protocols/mo | 500 protocols/mo | Unlimited + clinical API |
| Tier | Price | Engine | Symbols | Features | |
|---|---|---|---|---|---|
| Day Trader | $49/mo | Standard Engine | 5 symbols | Paper only, 5Min/15Min, intraday | |
| Swing Trader | $149/mo | Dual Consensus | 15 symbols | Live trading, daily signals, 2x win/loss ratio | |
| Institutional | $499/mo | Multi-frequency Consensus | 50 symbols | Webhooks, SSE, custom models, adaptive hold | |
| Automated | $999/mo + usage | Full Custom Engine | Unlimited | White-label API, WebSocket, tick data, 10s scan |
MightyRayn automatically identifies quantum-vulnerable cryptographic algorithms in your codebase and network traffic before Shor's algorithm becomes a threat.
Today: RSA-2048, ECC are "safe enough."
2030s: Cryptographically relevant quantum computers (CRQC) emerge.
Post-quantum: All current PKI obsolete.
Full methodology, benchmarks, and ablation studies in a peer-reviewed venue. Validation across 10 signal domains.
We introduce MightyRayn, a unified cognitive architecture for canonical pattern recognition across ten signal domains using iterative diffusion-based denoising. Our method achieves 612x composite compression on large language models without modifying weights, while simultaneously classifying circulatory gene variants, financial charts, encrypted traffic, and medical waveforms.
Key results: 100% rank-1 recall on 250M token compression benchmarks, 132+ canonical patterns, zero retraining required, CPU-only inference at 60ms latency.
Authors: MightyCloudCollective Research
Status: Pre-print available, full peer review pending
Full provisional patent filed. 31 claims covering the iterative denoising mechanism, cross-domain architecture, and compression methodology.
Status: U.S. Provisional Patent Application filed April 7, 2026
Application Number: 64/031,489
Assignee: MightyCloudCollective
Total Claims: 31
The patent covers the core classification architecture, cross-domain signal processing methods, runtime compression technology, and related applications.
Next Steps: Full utility patent filing Q2 2026. International protection (PCT) planned for Q3 2026.
Get 30 days of free inference on the MightyRayn cloud, or run the open-source model on your own infrastructure.
MightyRayn scales across Fortune 500 enterprises, biotech, fintech, and security-first organizations.
Drop-in proxy for large language models. 72% KV cache reduction, 17% RAM savings — no retraining.
Map circulatory gene variants to personalized natural supplement protocols via Evo2 embeddings.
Real-time detection of chart patterns, whale trading, and DEX arbitrage on-chain.
92 clinical patterns across ECG, EEG, ventilators. Embed in medical devices.
Classify encryption without the key. Flag quantum-vulnerable algorithms before migration.
NSA/NIST-compliant pattern detection. Quantum-safe cryptography migration tools.
Have questions or ready to deploy? We'd love to hear from you.