CodexGiza
// USPTO Provisional No. 63/883,380 — Filed 2025

AI Emotional
Governance
Operating System

CodexGiza is a five-layer AI governance architecture that governs how intelligent systems think, feel, remember, align, and relate — before any model processes a single token.

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<32s
Contract processing time
9
Pipeline layers — HELIOS Engine
5
Governance layers — CodexGiza OS
~90%
Gross margin architecture

A governance OS built
for intelligent systems

CodexGiza is not a chatbot, a model wrapper, or a prompt library. It is a five-layer cognitive architecture that governs the internal logic of AI systems — determining what they attend to, how they process emotion, what they align to, how they maintain relationships, and what they remember over time.

Originating in May 2025 and protected under USPTO Provisional Patent No. 63/883,380, CodexGiza represents a novel class of AI infrastructure: governance-first, architecture-agnostic, and built to operate above the model layer — meaning it works regardless of which LLM sits beneath it.

The system is designed for a world where AI becomes the dominant operational layer of every organization. CodexGiza provides the constitutional layer that ensures those systems remain aligned, coherent, and extensible at scale.

// Five-layer governance stack
CDE Cognitive Direction Engine Attention · Strategy · Goals
ACE Affect & Communication Engine Emotional regulation · Interface
ASE Alignment & Safety Engine Ethics · Risk · Constraints
RCE Relational Continuity Engine Memory · Relationship · Leverage
MEE Memory & Experience Engine Pattern extraction · Compounding
Flow: Input → CDE → ACE → ASE → RCE → MEE → Output

HELIOS Engine
v3.0.0

The first purpose-built AI contract intelligence pipeline for Florida real estate. HELIOS processes, grades, routes, and summarizes FL Realtors contracts in under 32 seconds — with no platform dependencies and no human in the loop.

Live in Production
helios-engine-production.up.railway.app
// 9-layer processing pipeline
S3
AWS Textract Async + S3
CLF
Contract Classification
EXT
Field Extraction + Confidence
CDT
Clause Detection
OTC
OTC Comparison
GRD
Composite Grading
RTE
Routing Logic
AI
OpenAI Summary
WHK
Webhook Delivery
// Composite grading model
Completeness 40%
Confidence 25%
Compliance 20%
Consistency 15%
// 01
No Platform Dependencies
HELIOS operates independently of any CRM, MLS, or brokerage platform. It connects to any workflow via webhook — meaning it's a layer that adds to what you already run, not a replacement.
// 02
7 Native FL Realtors Templates
Pre-trained on seven standard Florida Realtors contract templates. The engine classifies, extracts, and grades using templates that match exactly what Florida agents and title companies process every day.
// 03
Real-Time Scoring + Verdict
Every contract receives a composite score, a routing verdict, and a flagged issue summary. No ambiguity. Clear pass/review/reject output delivered in under 32 seconds, every time.
// 04
TC Replacement Economics
HELIOS replaces the transaction coordinator review function at $2,500/month — versus $50,000+ annually for an in-house TC. Immediate ROI, zero ramp time, infinite scalability.
// 05
Structured Data Flywheel
Every contract processed becomes a structured intelligence record — metadata, compliance patterns, risk signals. At scale, this dataset becomes a proprietary asset licensable to underwriters, lenders, and regulators.
// 06
Architecture-Agnostic Core
Built on AWS Textract + OpenAI today. Designed to accept any extraction or summarization layer. The pipeline logic, grading model, and routing verdict are model-independent by design.
Product Contract Intelligence Composite Grading Score FL Native Templates Platform-Independent Routing Verdict <32S
HELIOS Engine ✓ Purpose-built FL contract intel ✓ 4-dimension composite score ✓ 7 FL Realtors native ✓ No platform required ✓ <32 seconds
Qualia Clear Partial — field extraction, no grading ✗ No composite score ✗ Not FL-specific Platform-locked ✗ No verdict output
ResWare Title ops management only Platform-locked
SoftPro Closing software, no AI Platform-locked
RamQuest Title production only Platform-locked
Reducto Extraction API, no intelligence
ContractSafe Document filing only
TitleTap CRM / Marketing only
HubSpot Generic CRM, no RE contracts
Zoho CRM Generic CRM, no RE contracts
Freshworks Generic CRM / Support tool
MRI Software Enterprise CRE, not residential Enterprise only
// HELIOS Engine — Live Production UI
Online · v3.0.0
HELIOS Engine Live UI
helios-engine-production.up.railway.app/ui
Contract upload → 9-layer pipeline → Grade + Verdict + Summary in <32 seconds
// HELIOS Engine — Contract Processing Pipeline
01 · INGEST
AWS Textract Async + S3
Contract PDF uploaded → S3 bucket → Textract async job triggered. Raw text and layout data extracted at page level.
~4–8s
02 · CLASSIFY
Contract Classification
Engine identifies which of the 7 native FL Realtors templates the contract matches. Sets the extraction schema for downstream layers.
~1s
03 · EXTRACT
Field Extraction + Confidence Scoring
150+ structured fields pulled: parties, dates, price, contingencies, deadlines. Each field assigned a confidence score 0–100.
~5s
04 · DETECT
Clause Detection
Non-standard, missing, or risky clauses flagged. Addenda detected and cross-referenced against the base contract terms.
~3s
05 · COMPARE
OTC Comparison
Extracted data compared against the official template baseline. Deviations scored. Brokerage-specific rule sets applied if configured.
~3s
06 · GRADE
Composite Grading
Four-dimension score computed: Completeness 40% · Confidence 25% · Compliance 20% · Consistency 15%. Single composite 0–100 output.
~2s
07 · ROUTE
Routing Logic + Verdict
Score thresholds trigger automated routing: APPROVED / REVIEW REQUIRED / REJECT. No human decision needed for clean contracts.
<1s
08 · SUMMARIZE
OpenAI AI Summary
Plain-language executive summary generated: key terms, flagged issues, recommended actions. Written for brokers, not lawyers.
~5s
09 · DELIVER
Webhook Delivery
Full structured JSON payload fired to configured endpoint: grade, verdict, flagged fields, summary, extracted data. Integrates with any system.
<32s total
Input: FL Realtors PDF contract
→   Output: Grade · Verdict · Summary · JSON · Webhook   →
Total: <32 seconds

Calculate your return

Input your current contract volume and labor costs. See exactly what HELIOS Engine saves you every month.
CodexGiza · HELIOS Engine

ROI Calculator

Before vs. After — Title Company Operations

Their Operation
$
Error / Rework Rate 18%
Cost Variables
$
TC Hours Recaptured by HELIOS 70%
$
Planning to hire a TC coordinator?
Toggle on to include hire cost in the before column
$
True annual cost of hire:  ·  Monthly equivalent:  ·  vs HELIOS: cheaper/yr
ROI Output — Live Calculation
Monthly Savings
vs. current ops
Annual Savings
projected
Net ROI
after HELIOS cost
Labor Recaptured
hrs/month freed
Errors Prevented
contracts/month
Processing Time
32 sec
vs. hours manual
Metric
▼ Before HELIOS
▲ After HELIOS
Monthly Labor Cost (TC review)
Monthly Rework / Error Cost
Total Monthly Op Cost
Contract Review Time
32 seconds
Payback Period
Every 30 Days Without HELIOS
left on the table

Estimates based on FL real estate TC industry averages.
HELIOS Engine · helios-engine-production.up.railway.app · CodexGiza © 2025

Five layers.
One destination.

CodexGiza is a 20-year commercial architecture. Each layer builds on the last. HELIOS is Layer 1 — live today. What follows is not speculation. It is the planned build sequence.
Spatial Contract Review
HELIOS contract intelligence rendered in 3D space. Flag, annotate, and route documents hands-free.
Layer 2
Governance Layer Overlay
CodexGiza 5-layer stack visualized in AR. See CDE → ACE → ASE → RCE → MEE firing in real-time over live data.
Layer 2
Digital Twin Interface
Every client, agent, and property represented as a persistent digital twin. Relational memory via RCE — no resets, no lost context.
Layer 2
// Visual concept frames — VR/AR Layer · Apple Vision Pro + successor platforms · Target: 3–5 year build window
Layer 1 · Now
HELIOS Engine
Structured Data Extraction · Contract Intelligence
AI contract intelligence pipeline for Florida real estate. Processes, grades, and routes contracts in under 32 seconds. Revenue engine. Proof of concept. Ground-truth data at scale.
LIVE
Layer 2 · 3–5 Yrs
VR / AR Fusion
Structured Data + Experiential Data Layer
CodexGiza governance layer fused with spatial computing. Structured contract intelligence becomes the foundation for immersive real estate and legal workflows. Apple Vision Pro and successor platforms as deployment targets.
PLANNED
Layer 3 · 7–10 Yrs
Humanoid Shell
Layers 1 + 2 Embodied · Physical AI Agent
The CodexGiza governance OS deployed inside a physical humanoid agent. The five-layer architecture becomes the constitutional layer for embodied AI. VANTA-X is the cultural pre-conditioning for this moment.
PLANNED
Layer 4 · 10–15 Yrs
Consciousness Bridge
Biological–Synthetic Interface · Neural Continuity
The boundary between biological and synthetic cognition becomes navigable. CodexGiza's governance architecture manages identity continuity across substrates. The bridge between human neural patterns and AI governance layers.
PLANNED
Layer 5 · 15–20 Yrs
Consciousness Transfer
Generational Legacy Product · Transfer by Will
The final product of the CodexGiza architecture: voluntary, governed consciousness transfer. Identity, memory, and relational continuity preserved across biological death. The MEE and RCE layers become the substrate of human legacy.
HORIZON

Built by a systems-level
thinker

Rafael Beltran
Rafael Beltran
Founder · AI Systems Architect
Self-Taught Builder Cross-Domain Synthesizer From Harlem, NYC Resides in St. Augustine, FL
// USPTO Provisional Patent
No. 63/883,380
Filed September 17, 2025

Rafael Beltran is a self-taught AI systems architect operating at the intersection of governance theory, consciousness research, and production engineering. He designs systems that think — not just systems that process.

CodexGiza originated in May 2025 as an attempt to answer a question most AI builders never ask: what governs the AI before the model activates? The result is a five-layer governance OS that sits above every model layer — architecture-agnostic, modular, and extensible across any deployment context.

"The most important layer in any AI system isn't the model. It's the constitutional logic that decides what the model attends to, aligns to, and remembers."

HELIOS Engine is the first commercial expression of CodexGiza — purpose-built for Florida real estate, where the volume of standardized contracts creates the perfect environment for AI contract intelligence to replace manual transaction coordination at scale.

Rafael's intellectual lineage draws from Nikola Tesla's systems intuition, Buckminster Fuller's synthesis across domains, and Claude Shannon's ability to find the mathematical structure inside human communication. It extends into the unfinished work of three researchers who died before completing their frameworks: Itzhak Bentov, whose resonance physics maps directly to the Phase Coherence model inside CodexGiza; Jacobo Grinberg-Zylberbaum, whose neuronal algorithm and Latis theory is the architectural parallel to the CDE layer; and Michael Talbot, whose holographic universe thesis is the theoretical foundation for Layer 5. He operates with the belief that the governance layer of AI systems is the most important and least-addressed frontier in the current development cycle — and that the answers were already being built by people the world forgot.

Tesla · Systems Intuition Fuller · Cross-Domain Synthesis Shannon · Mathematical Structure Bentov · Resonance Physics Grinberg-Zylberbaum · Neuronal Algorithm Talbot · Holographic Universe
// Intellectual lineage — the unfinished work continues here
Nikola Tesla
Nikola Tesla
Systems Intuition
Electrical Engineer · Inventor
→ CDE Layer — attention before action
Buckminster Fuller
Buckminster Fuller
Cross-Domain Synthesis
Architect · Systems Thinker
→ ACE Layer — form follows function
Claude Shannon
Claude Shannon
Mathematical Structure
Mathematician · Information Theory
→ MEE Layer — signal from noise
Itzhak Bentov
Itzhak Bentov
Resonance Physics
Scientist · Consciousness Researcher
→ Phase Coherence Model
Jacobo Grinberg
Jacobo Grinberg
Neuronal Algorithm
Neuroscientist · Latis Theory
→ CDE Layer — pre-cognitive governance
Michael Talbot
Michael Talbot
Holographic Universe
Author · Consciousness Theorist
→ Layer 5 — consciousness transfer

Let's build
together

HELIOS Engine is currently onboarding select Florida brokerages and title companies. If you process real estate contracts and want to eliminate manual review, reduce errors, and create a data asset in the process — this is the conversation.

System
CodexGiza — AI Emotional Governance OS
Product
HELIOS Engine v3.0.0
Market
Florida Real Estate — Brokerages & Title Companies
Pricing
From $2,500/mo  ·  equiv. to $15/hr in TC labor cost
Patent
USPTO Provisional No. 63/883,380
Email
rafael@codexgiza.com
Phone
Request a Demo
Contacting: rafael@codexgiza.com  ·  727-204-3913