engine: gpt-5.2
// FORGE
engine: gpt-5.2
=== ADE Interactive [2026-core-plan-v1] ===
Deploy: On-Premise  ·  Brain: FastAPI :8766 · SQLite WAL · FTS5
Models: Claude · GPT-5.2 · Gemini-3-Flash · consensus mode active
=== Core engine ready. Navigate tabs to explore ADE. ===
Research Preview · Seed Round · 2026

The Operating System
for AI Agents

ADE orchestrates multiple frontier models inside a controlled execution layer — on your hardware, under your control. No code required.

Working Prototype
On-Premise
Multi-LLM
No Code Required
Privacy Native
How It Works
Six Steps. One Closed Loop.
01
Observe
Reads files, emails, data
02
Route
Selects right model
03
Cross-Check
Models validate each other
04
Propose
Action shown first
05
Execute
Policy-checked, local
06
Remember
Saved to Brain memory
// System Architecture · Multi-LLM → ADE Brain → Modules
Model 01
Claude
Model 02
GPT-5.2
Model 03
Gemini
Core Engine
ADE BRAIN
Observer · Orchestrator · Memory · Policy · Executor
Mail
CRM
🎙
Sofia
Bridge
LexAI
📋
Bandi
Core Pillars
Built Different. By Design.
01
Multi-LLM Orchestration
Claude, GPT, and Gemini run simultaneously. Cross-model validation reduces single-model failure risk. No AI provider will build this — commercial conflicts prevent it.
Structural Moat
02
Modular Lego Architecture
Every module is standalone. More powerful with ADE Brain, fully operational alone. Build what you need. Pay for what you use.
À la Carte
03
On-Premise Data Sovereignty
Your data never leaves your infrastructure. You bring your own API keys. Memory and logs run locally. Stateless API calls only.
Privacy Native
04
Agent Operating System
Not a chatbot wrapper. The execution layer between human intent and autonomous action — with persistent memory, policy enforcement, and full audit trails.
Infrastructure Play
Not a Chatbot. Not a Copilot.
An Agent OS.
Business Modules
Vertical AI. For Real Business.
Each module is a standalone product — more powerful connected to ADE Brain.
ADE Mail
AI Email Client
Multi-account AI email with voice commands, intelligent drafting, IMAP for all major providers. Microsoft OAuth2 ready.
Beta
ADE CRM
Vertical CRM
Fully local CRM with AI lead qualification via Sofia voice. Connect to Salesforce or HubSpot via Bridge.
Beta
🎙
Sofia Voice
Your AI Secretary
Voice-first AI assistant. Qualifies leads, schedules calls, updates CRM — completely hands-free. Integrates into all modules.
Dev
ADE Bridge
Universal Connector
Zapier, Salesforce, HubSpot, Slack → ADE Brain. WhatsApp, Telegram, Alexa+ as input channels. All data on your machine.
Live
ADE LexAI
Legal SME
AI contract analysis, document generator, compliance calendar. Risk flagging without in-house counsel.
Dev
📋
ADE Bandi
Public Procurement
AI-powered RFP and procurement assistant. Auto-monitors government databases. Real co-development client active.
Beta
Full Module Details → Platform Tools →
Market Opportunity
Start Local.
Scale Global.
We're not building a regional product. We're building a global infrastructure play — starting in a regulation-protected market where no competitor can follow without rebuilding from scratch.
Phase 1
EU — Vertical Proof + First MRR

25M+ SMBs. Zero on-premise AI OS competitor. Privacy regulations mandatory. First mover advantage. Real clients in production.

Now → Q4 2026
Phase 2
US Mid-Market — Bridge Play

US mid-market hungry for on-premise AI after data breach fatigue. ADE Bridge becomes the connective tissue between every existing tool and local AI memory.

Q1 2027 → Q4 2027
Phase 3
US + Global — The Agent OS Standard

400M+ SMBs globally. US mid-market hungry for on-premise AI. ADE Bridge becomes connective tissue between every AI tool and every business.

Q1 2028 →
400M+
Global SMBs
Addressable
27
EU Markets
Same Stack
$2B
Devin Benchmark
US Only
0
On-Premise
Multi-LLM Competitors
Early Access
Join the First Wave.
Limited early access before our San Francisco Seed round — .5–5M. Investors — deck available on request.
No spam. Pitch deck on request.
// Round
Seed · .5–5M
// Timeline
San Francisco · July 2026
// Deck
Available on Request
For SMBs
Join early access. We'll onboard you on the module that fits your vertical and co-develop what you need.
For Investors
Seed-stage investors and strategic angels. US distribution, EU networks, or SMB SaaS operators. Not just capital.
// Founder
Simone Guido Napoli
Solo Founder · ADE Cubed · Italy → San Francisco

20 years building and closing deals in real estate — managing teams, reading clients, understanding what technology needs to do to actually serve a business. Not a garage startup story. A builder who got tired of watching AI tools that looked impressive but couldn't survive contact with real operations.

ADE started as a personal frustration. Every AI product required cloud lock-in, single-model dependency, or a developer to operate. So I built the alternative — on-premise, modular, multi-LLM, no code required.

// Advisors
Alessandro Viganò
Managing Director · SD Partners

Enterprise strategy and business development. Deep network in Italian and European corporate markets.

Marco Lo Russo
Realtor · Bankasa

Real estate vertical advisor. Co-developing ADE CRM for agency use. Direct market feedback loop.

Dott. Andrea Colonna
Università degli Studi di Milano · We Care

Academic and clinical advisor. Guiding ADE Psico vertical — AI tools for psychology practices and patient management.

[ Position Open ]
US Market · Enterprise Distribution

Looking for a US-based advisor with enterprise SaaS or SMB distribution experience. Reach out.

System Logs
ADE Runtime · Live Feed
Observer Report
System Intelligence Report
Generated: · Confidence: 94.2% · Models: Claude · GPT-5.2 · Gemini
847
Events
Observed
99.1%
Task
Success Rate
3
Active
LLM Nodes
1.2s
Avg Response
Time
Module Activity — Last 24h
Cross-Model Consensus Log
Memory Distillation Events
Observer Insight · Pattern Detected

Observer has detected a recurring pattern: email → CRM update workflow triggered 34 times in 24h. Recommendation: automate via Bridge (Slack → Sofia → CRM). Estimated time saved: 4.2h/week. Confidence: 91%. [ADE Brain episodic pattern #2847]

System Anatomy
Voice. Brain. Bridge. Apps.
🎙
SOFIA
Mouth & Ears
Receives voice input. Returns voice output. The human interface.
BRAIN
The Mind
Understands intent. Chooses action. Remembers everything.
BRIDGE
The Arms
Reaches out to external tools. Executes. Returns data.
Salesforce
HubSpot
Zapier
Your App
Live Scenarios
Mode: PREVIEW
Deploy: ON-PREMISE
Idle
◎ MODULES ↗ ⌥ PLATFORM ↗