!DOCTYPE html> DCGP.AI — Distributed Constitutional Governance Protocol
AURAL-M Governance Architecture

The constraint layer for systems where failure is unacceptable

DCGP.AI builds the mathematical guarantee that a system cannot cross its own governance boundary. One architecture. Validated across trading, power grids, pharma, quantum computing, and 12 more verticals. Not optional safety — structural safety.

88
USPTO Filings
15
Nonprovisionals
16
Validated Verticals
0%
Monte Carlo Ruin
The Rescue Operator

The mechanism that detects the exact moment a system approaches its governance horizon and forces corrective action — before the boundary is crossed. The most commercially significant dependent mechanism in the patent portfolio.

R(t) = σ_q(t) / (κ_h · ‖dρ/dt‖)

When R(t) → 0, the governance horizon has been reached. The system must act or be acted upon.

TRADING
Exit window before drawdown breach
R(t) measures how many ticks remain before the hard wall. Engine parks in lowest-vol asset when R(t) < threshold.
POWER GRID
100ms fault intervention window
R(t) detects cascading failure onset. Sub-second recovery on IEEE 300-bus dual-event scenarios.
PHARMA
Toxicity threshold detection
R(t) maps to the remaining safety margin before dose-limiting toxicity. Governs trial escalation/de-escalation.
QUANTUM
Decoherence boundary detection
R(t) measures the fidelity slack remaining before quantum state collapse. Forces error correction before information loss.
Constitutional Hyperbolic Viability Manifold

Grounded in Riemannian geometry, obligation-weighted motion, and conservation laws. The CHVM is domain-agnostic — validation in one vertical strengthens the case across all others.

01
Admissible Projection Operator
Root invention. Projects any system state onto the nearest admissible point while preserving constraint satisfaction. USPTO 19/569,785.
02
Action Registry + Admissibility Algebra
Frozen, governed action surface. Every action must be present in the registry. Unknown actions → DENY. Incomplete entries → DENY.
03
Conservation Law: E = C + λO
Total governance energy is conserved. Coherence plus obligation-weighted potential. The system cannot create energy from nothing.
04
Echo Operator (Memory System)
Obligation-weighted memory field. M(t+1) = M(t)·e^(-decay) + O(t)·observation(t). Memory depth proportional to obligation spent.
05
Governance Third Law
The governance boundary is unreachable. Obligation O never reaches zero. The system asymptotically approaches but cannot cross.
06
Rescue Operator
R(t) = σ_q / (κ_h · ‖dρ/dt‖). Claims 23–25 of the Admissible Projection nonprovisional. Detects governance horizon and forces corrective action.
07
Step-in-Time Constraint
‖ΔZ‖_W ≤ κO. The system can only observe what it has earned through obligation. Prevents memory hallucination and gaming.
88
Total Filings
15
Nonprovisionals
19/555,951
Primary Application
19/569,785
Root Patent

Sole inventor: Joshua L. Lopez. Portfolio covers mathematical foundations through quantum extensions and 16 vertical deployment domains. Licensed per API call in the model of ARM, Qualcomm, and Dolby.

Not claims. Evidence.

Every number is reproducible. Every test is documented. Enterprise buyers drill down — here's what they find.

AGENT FIELD — TRADING ENGINE
37% CAGR
2.09 Sharpe · Validated on Stooq data
Full sample 2005–2026: 52.34% CAGR, 2.08 Sharpe, -22.6% MDD with stability-aware leverage. Monte Carlo (20,000 paths): 0% ruin probability. Median CAGR 52.37%. Last 36 months: 87.94% CAGR, 2.409 Sharpe.
IEEE 300-BUS — POWER GRID
<1.34s
Recovery time · Dual event scenario
52–73% faster recovery. 44–67% lower peak voltage deviation. 109% damping improvement. Obligation O > 0 at all timesteps — zero collapse events across all six IEEE benchmarks. Process capability: Cp avg 1.46, Cpk avg 1.30 (4.0–4.5 sigma).
SPECTRAL ESTIMATOR — LORENZ
99.98%
Bias reduction vs raw estimator
True λ₁ = 0.9031, AURAL estimate = 0.9024. Relative bias: 0.08%. Raw estimator reports wrong sign — qualitative regime inversion. 42.08% RMS improvement. 58.2% variance reduction. External validation by Grok (xAI), March 2026.
One architecture. Every domain where failure is unacceptable.

The CHVM constraint layer is domain-agnostic. Each vertical represents an enterprise licensing channel.

📈
Trading
Viability-constrained alpha generation. 6-agent architecture. Regime detection, spike reversal, obligation-weighted memory.
VALIDATED · LIVE
Power Grid
Spectral stability for renewable integration. Cascading failure prevention. IEEE 14/57/118/300-bus validated.
VALIDATED · IEEE
🔬
Quantum Computing
Governed error correction, quantum ML, logical qubit stabilization. Lopez Logical Qubit (USPTO 19/567,678).
PATENT FILED
💊
Pharma / Drug Discovery
Molecular dynamics under admissible projection. ADMET constraints. Free-energy perturbation governance.
PATENT FILED
🏥
Clinical / ER
Treatment protocols as governed patterns with decay rates. Doctor-first closed loop. Automatic deprecation.
PATENT FILED
🤖
Robotics
Locomotion and swarm governance under AURAL. Tissue safety boundaries, force limits, anatomical constraints.
PATENT FILED
🧠
BCI / Neurodata
Multi-validator consensus prevents decode oscillation. Temporal decay on stale decodes. Productive refusal.
PATENT FILED
🤖
AI / LLM Governance
Inference governance, training stability, multi-agent coordination. Mathematical proof the system cannot violate constraints.
VALIDATED · GROK
🔩
Semiconductor
Wafer fabrication constraint governance. Temperature, pressure, deposition rate trajectories. Defect prevention.
PATENT FILED
☢️
Fusion Energy
Tokamak plasma confinement. MHD stability boundaries. Disruption prevention. Plasma quench intervention window.
PATENT FILED
🌍
Climate
Earth system model governance. Carbon cycle bounds, tipping point avoidance. Rescue window = remaining carbon budget.
PATENT FILED
🔗
Crypto Protocol
Distributed protocol governance. Security invariant enforcement. Post-quantum transition planning. Zero-trust architecture.
PATENT FILED
🧬
Biological Systems
Gene regulatory networks, metabolic pathways. Viability of engineered organisms. Biosafety boundary enforcement.
PATENT FILED
📦
Supply Chain
Capacity constraints, delivery compliance, resilience margins. Obligation = buffer inventory. Rescue window = time before stockout.
PATENT FILED
🔬
Nanoscale Probes
Governed nanoscale measurement and intervention. USPTO 19/572,573. Constraint-bounded molecular-scale operations.
PATENT FILED
🛡️
Defense / Quantum Radar
Governed signal intelligence. Autonomous system constraint enforcement. Quantum radar under governance runtime.
PATENT FILED
See the engine run.

These are live instances of the DOMINION governance engine. The math is real. The constraint layer is active. Source code withheld under NDA.

DOMINION ENGINE v2.0 — Trading · Synthetic Feed Open full screen ↗
COMING SOON
Power Grid Simulator
IEEE 300-bus governance visualization. Watch the Rescue Operator detect cascading failure in real time.
COMING SOON
Clinical Trial Matcher
Governance-bounded clinical decision engine. Obligation-weighted treatment protocol selection.
Licensed per API call. Governance travels with the computation.

In the model of ARM, Qualcomm, and Dolby. The governance manifold lives on a server. The governed system can be anywhere.

EVALUATION
$10,000
one-time · single vertical
Reference SDK access
Single-domain deployment
Technical documentation
90-day evaluation period
PLATFORM
Custom
per-inference royalty
Per API call licensing
Unlimited verticals
White-label deployment
Patent cross-license
Co-development partnership
Joshua L. Lopez

Chief Architect, DCGP.AI. Sole inventor on the entire USPTO portfolio. U.S. Navy Nuclear Power Program veteran. Builder of the AURAL-M governance architecture from mathematical foundations through production deployment. The framework spans 22 published papers, 88 patent filings, and validated performance across financial time series, electrical grid dynamics, and quantum computing benchmarks.

DCGP.AI LLC · Formed 02/26/2026 · Florida (L26000119249) · SAM.gov registered · Brand: Topline Alpha

Ready to govern your systems?

Start with a demo. We'll show you the constraint layer running on your domain in 15 minutes. No slides. Live math.

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Joshua Lopez
joshua@dcgp.ai
sales@dcgp.ai
850.368.7638

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