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Modules — Sofia · Your desktop agent. Talk or write — she does the rest.

ADE
Foundation Layer · Always On
ADE Brain

The persistent memory layer powering everything. Brain stores episodic and semantic memory across all modules — running as a Windows service, always local. Every module becomes smarter when connected to Brain. The longer you use ADE, the smarter it gets.

● Live · Service
ADE BRAIN
Observer · Orchestrator · Memory · Policy · Executor
Seven SQLite databases with WAL mode
FTS5 multi-shard oracle search
21 MCP tools — read, write, validation, diagnostics
LLM distiller — episodic → semantic facts
Two-level Observer (filesystem + pipeline)
Knowledge graph — entities and typed links
FastAPI REST on port 8766
Windows service via NSSM, ADE_ROOT env
Working · Episodic · Semantic memory levels
brain_client.py for module integration
3
Memory
Levels
7
SQLite
Databases
21
MCP
Tools
8+
Modules
Patched
Why Brain is Non-Negotiable

Without Brain, each module is stateless — it forgets every session. With Brain, every interaction, every correction, every pattern becomes permanent institutional knowledge that stays on your machine.

ADE Brain — Connected
GigaMail integrates with Brain for persistent context, sender memory, and smart draft history
Episodic MemoryContext Aware
AI Email Client · Multi-Account

Multi-account AI email client that reads, drafts, and manages your inbox with voice commands and intelligent context. Supports all major Italian providers plus Microsoft and Google. Sensitive data is masked before any cloud call. Your inbox, finally under control.

● Beta
Multi-account IMAP (Microsoft 365, Gmail, Outlook, Libero)
Voice commands via VAD + Whisper API
AI draft assistance with context memory
Microsoft OAuth2 device flow
Autosave drafts, address book autocomplete
Attachment support (PDF, Word, Excel, TXT)
ADE Masker — CF, P.IVA, IBAN stripped pre-cloud
Observer learns from your corrections
Works with: ADE BrainSofiaMCP Host
ADE Brain — Connected
CRM integrates with Brain for client history, lead patterns, and Sofia memory
Client MemoryLead Intelligence
Vertical CRM · Real Estate
ADE CRM

Built for real estate agencies. Full property management with photo storage, lead-property linking, and Excel import. Your CRM data never leaves your machine — Electron + FastAPI + SQLite. Sofia calls and qualifies your leads; that part runs on cloud voice.

● Beta
Property management with local photo storage
Lead-property bidirectional linking
Excel import for existing databases
Sofia calls and qualifies leads (cloud voice)
KPI cards and filterable property table
Create / edit modal + detail panel
Electron custom photos:// protocol
MLS / property portal XML feed (planned)
Works with: SofiaADE BrainGigaMailMCP Host
ADE Brain — Connected
Sofia stores all conversations, decisions, and client context permanently in Brain
Voice MemoryContext Persistent
🎙
Your Desktop Agent · Flagship
Sofia

Your desktop agent, your brain. Talk to her if you're OK with the cloud — connect your GPT and never touch your mouse again. Write to her if you need privacy: fully local, keyboard in, answers out. Record a workflow once and she learns it; every answer is grounded in Brain's memory of your business.

● Flagship · Active Dev
Voice mode in the cloud — hands-free, your keys
Keyboard mode for privacy — local Q&A pop-ups
Records your workflows once, then repeats them
Drives every module — mail, CRM, social
Finds files and answers from Brain's memory
Puts on Spotify, starts your Netflix show
Calls and qualifies leads (cloud voice)
Multilingual — IT, EN
Works with: ADE BrainGigaMailADE CRMMCP Host
ADE Brain — Central Hub
The MCP host feeds everything into Brain — on your machine, never on our servers
All Data LocalZero Third-Party
The Plug Layer · Open Protocol
MCP Host

Hosts every ADE module as an MCP server and exposes it to Sofia and the agents — add a module to the registry and it's instantly available, no rewiring. External tools connect the same way, through the open protocol the agent ecosystem is converging on. Everything flows into your local Brain; nothing flows out to third parties.

● Working
// Module Servers
GigaMailLive
GigaSocialLive
SpotifyLive
+Any MCP ServerMCP
// External Tools
Claude Code
Codex
Salesforce
HubSpot
Slack
+ Any MCP

All data flows into ADE Brain — on your machine. No third party ever sees your business context.

ADE Brain — Connected
Connect routes every remote exchange into Brain — your context follows you everywhere
Remote AccessAgent-to-Agent
Remote & Agent-to-Agent
Sofia Connect

Reach your Sofia from anywhere — by voice, through WhatsApp or the mobile app. And let her talk to every other Sofia in the world over Signal — sending docs, videos, voice notes, invites and more, end-to-end encrypted.

● In Development
Talk to your Sofia over WhatsApp
Mobile app — voice, on Wi-Fi or 4G
Sofia-to-Sofia over Signal
Send docs, videos, voice notes, invites
End-to-end encrypted transport
Single-user token authentication
Every exchange lands in Brain
Your context follows you, your data doesn't leave
ADE Brain — Connected
GigaSocial stores personas, post history and engagement patterns in Brain
Persona MemoryEngagement Patterns
Autonomous Social Presence
GigaSocial

Runs autonomous social identities end to end — persona, posts and replies — across X, Instagram, Facebook and LinkedIn. Built and proven with two characters: Hugo Cranz and Rex Morgan.

● Beta
Persistent persona — voice, style, memory
Posts, replies and threads on schedule
X, Instagram, Facebook, LinkedIn
Live market and news intel feeds the content
Multi-step self-critique before publishing
List and timeline monitoring
Two proven characters — Hugo Cranz, Rex Morgan
Optional human approval gate
● Idle