System Architecture

Agentic AI Finance Platform

End-to-End Architektur: Multi-Channel Input → AI-Orchestrierung → Autonomous Delivery

Input & Ingestion

Speech Processing

AI Orchestrierung

Generation & Build

Deploy & Deliver

Input / Interface

AI / Agentic Processing

Services & Integration

Output / Delivery

📥 Input Sources

💬

Telegram Bot

Text, Voice, Files, Images

🎤

Sprachnachrichten

OGG → Whisper STT → Text

📧

Email (Gmail)

OAuth2, Read/Send/Calendar

📄

Dokumente

PPTX, PDF, DOCX, CSV

🌐

Web / URLs

Scraping, API Calls

🗄️

Knowledge Base

Memory MD, Projekt-Daten

🧠 AI Agent Orchestration Engine

Director Layer

🎯

Task Router

Intent Detection
Task Decomposition

🧠

Director Agent

Claude Opus 4
Orchestrierung

📋

Context Manager

Memory, Session
Persona, History

Specialized Agent Pool

🔍

Research Agent

Web, Data Mining

📊

Analytics Agent

KPIs, Benchmarks

📄

Document Agent

PPTX/PDF Parse

🎨

Design Agent

HTML, Brand, CSS

💻

Code Agent

Scripts, APIs, Auto

📧

Comms Agent

Email, Notifications

Service Layer

🎤

Whisper STT

Local, Multi-Lang

🔗

Gmail API

OAuth2

🐳

Docker

Microservices

🗄️

VPS / Nginx

Deploy & Host

📤 Output & Delivery

📊

HTML Dashboards

Interactive, Branded, Responsive

📄

Reports

Finance, Architecture, Trends

📧

Email Delivery

Gmail API, Branded HTML

🌐

Live Dashboard

pedrosolanextgen.io

💬

Chat Response

Telegram, Inline Buttons

🔗

Share Links

Öffentliche URLs

🎤

Speech Intelligence

Whisper STT
Multi-Language
Real-Time

🤖

Agentic AI

Multi-Agent
Parallel Execution
Autonomous

📊

Report Generation

Branded HTML
Dashboard
Data Viz

🔗

System Integration

Gmail, VPS
APIs, OAuth2
Docker

🧠

Knowledge Mgmt

Long-Term Memory
Project Context
Persistent

🚀

Auto-Deploy

Nginx, SSH
Custom Domain
Live in Seconds

Skalierung: Current Setup → Enterprise Finance

🔶 Current Setup

Telegram Bot

Claude Opus 4

Custom Sub-Agents

Gmail API + Web Fetch

Markdown Memory

Ubuntu VPS + Nginx

→

→

→

→

→

→

🟢 Enterprise Finance

MS Teams / SAP Fiori

Azure OpenAI / SAP Joule

Finance Agents: AP/AR, FP&A, Close

SAP BTP / CPI / APIs

SAP HANA / Datasphere

Azure Private / AWS Cloud

Claude Opus 4

Claude Sonnet 4

Gemini Flash

Whisper STT

Node.js

Python

Nginx

Docker

OAuth2

Gmail API

Telegram API

Ubuntu VPS

SSH/SCP

HTML/CSS/JS

⚡ Live Performance

Voice → Deployed Report: < 60 Sekunden

Zero Touch · Fully Autonomous · Multi-Agent Parallel Execution