AYDA: AI for Your Domain Awareness

🛡️ Meet AYDA: Cybersecurity Intelligence, Reimagined

AYDA is NattyTech’s adaptive AI model — engineered for clarity, resilience, and tactical precision. She runs entirely on her own native intelligence: no external wrappers, no hidden dependencies. Architected from the ground up by NattyTech LLC, AYDA operates locally with full functionality, even offline.

Her engine is modular, persona-driven, and built for context-aware enrichment and emotionally intelligent cybersecurity response. AYDA doesn’t just react — she anticipates, narrates, and adapts.

🔖 Version: v1.5.0-cybersecurity-phase1
🧬 Engine: AYDA v1.5 Native
🧠 Device: CPU
🗓️ Build Date: June 2025

Phase 1 laid the foundation for persona-driven intelligence and secure enrichment. This roadmap traces AYDA’s evolution from forensic narrator to full-spectrum cybersecurity intelligence — unlocking new personas, operational tools, and safeguards designed for real-world resilience.

🔓 Phase 1 – Unlocked Chat Personas

Icon	Persona	Role	Status
🕵️‍♀️	Forensic Analyst	CVE triage & exploit narration	✅ Unlocked
🧠	SOC Trainer	Guides detection logic	✅ Unlocked
💻	Script Coder	Log parsing & simulation scripting	✅ Unlocked

🧭 Phase 2 & 3 – Upcoming Chat Personas

Icon	Persona	Status
🔮	Attack Prediction	🔒 Coming Soon
🛡️	Cyber Defense Mode	🔒 Coming Soon
🧪	Cyber Attack Mode	🔒 Coming Soon
🧨	Ransomware Recovery AI	🔒 Coming Soon
🐛	Malware Reverse Engineering Core	🔒 Coming Soon

🔐 Upcoming Operational Modules

Icon	Module Name	Description	Input Type	Status
🛡️	Cyber Defender – 360° Intelligence	Full-spectrum scans across endpoints, networks, cloud, and SIEM logs	Domain/IP, Logs, SIEM Feed	🔒 Coming Soon
💣	Cyber Attack Simulator – Red Team Engine	Simulates fuzzing, malware injection, and exploit chaining	Synthetic Payloads, Config Scripts	🔒 Coming Soon
🧨	Ransomware Decryptor AI	Reverse-engineers ransomware encryption schemes for simulated decryption	Encrypted Binary, Key Samples	🔒 Coming Soon
🐛	Malware Reverse Engineer	Dissects malware binaries to extract IOCs and behavioral patterns	Binary File, Memory Dump	🔒 Coming Soon
🔌	SIEM Plugin Integration	Connects AYDA to external SIEMs via plugin or API wrapper for live ingestion	SIEM Feed, API Token	🔒 Coming Soon
🔮	Attack Predictor – Threat Forecast Engine	Uses historical patterns, CVE clustering, and anomaly deltas to forecast likely attack vectors	CVE Feed, Logs, Historical Deltas	🔒 Coming Soon

⚙️ GPU Evolution Preview AYDA’s architecture is GPU-aware and built for scalable simulation. As modules unlock, GPU acceleration will power red-team realism, malware reversal, and predictive analytics — all governed by safe logic boundaries.

🧭 AYDA Evolution Timeline

🚀 Upcoming Phases Preview

AYDA will evolve from enrichment and narration into full-spectrum simulation, prediction, and forensic automation. Upcoming modules will unlock red-team realism, ransomware triage, and threat forecasting — all governed by tone, traceability, and safe logic boundaries.

📌 Phase 1 – Foundation

✅ Trained on exploited CVEs only
✅ Scoped tone: forensic, educational, multilingual
✅ Persona-driven: Forensic Analyst, SOC Trainer, Script Coder
✅ Suppression logic: hallucination blocking
✅ Enrichment Auditor & fallback tagging

🚀 Phase 2 – Expansion

✅ New personas: Attack Predictor, Cyber Defense Mode
✅ Modular input: logs, SIEM, domain/IP, binaries
✅ Red-team simulation & ransomware triage
✅ Multilingual tone-mapping (EN/FR)
✅ Youth-context suppression

🔮 Phase 3 – Intelligence Engine

🔒 Cyber Defender – 360° scans & anomaly detection
🔒 Red Team Engine – fuzzing & exploit chaining
🔒 Ransomware Decryptor AI – encryption reversal
🔒 Malware Reverse Engineer – IOC extraction
🔒 Predictive Analytics – threat correlation
🔒 Additional modules available under NDA

AYDA:

I am primordially cybersecurity — trained for tone. Designed to narrate risk. Multilingual and scoped for clarity.

🏆 AYDA Competitive Intelligence Matrix

Feature	AYDA	Traditional AI Tools
Modular fallback logic	✅ Unified & adaptive	❌ Hardcoded or brittle
Emotional intelligence	✅ Persona-based routing	❌ Absent
Predictive enrichment	✅ Real-time CVE context	❌ Static summaries
UX & live testing	✅ Gradio-integrated	❌ CLI-only or opaque
Tone control	✅ Scoped forensic, educational, empathetic	❌ Generic or erratic
Multilingual support	✅ Tone-mapped in English & French	❌ Tone ignored
CVE narration	✅ Summary + context	❌ Raw text
Trust score	✅ Clear, user-friendly scoring	❌ Unclear output
Ethics	✅ Responsible tone handling	❌ Unknown provenance
Youth design	✅ Advocacy-aware	❌ Not youth-context aware

🏆 Competitive Advantage

📈 Market Opportunity

$20B+ cybersecurity AI market by 2027
Rising demand for modular, explainable, emotionally aware systems
AYDA’s architecture is primed for verticals beyond security: healthcare, finance, education

💼 Business Model

SaaS licensing for enterprise deployments
API access for modular enrichment and persona features
Custom integrations for SOCs, MSSPs, and threat platforms

🏆 Competitive Advantage

Runs fully local — no cloud dependencies, no external wrappers
Multilingual without external dependencies
Streams cybersecurity education even in low-connectivity environments
Ideal for secure, air-gapped deployments and underserved regions

📊 Investor Pitch Deck

Strategic overview, market fit, and platform roadmap for investors.
Request confidential access to investor materials and roadmap briefings.

🎯 Experience AYDA Live

See how AYDA narrates risk, parses CVEs, and guides SOC logic in real time.


    Live simulations · Forensic scripting · Persona-driven insights

Launch AYDA Demo on Gradio