AUTONOMOUS AI NEWS INTELLIGENCE

Detect news. Understand developments.

Aktuelly is an autonomous news intelligence system. It collects information, identifies relationships, monitors developments and processes news with artificial intelligence to create a continuous flow of structured information.

AKTUELLY INTELLIGENCE
Interne Systemarchitektur
SYSTEM ACTIVE
AKTUELLYCOREINTELLIGENCEAI ANALYSTUNDERSTANDAI WRITERCREATESTORY ENGINECONNECTAI PUBLISHERDELIVERMOMENTUMDETECTSOURCE INTELLIGENCECOLLECTSOCIAL INTELLIGENCEOBSERVECONTEXTUNDERSTANDRSSWEBAPISOCIAL
AKTUELLER PROZESS
SOURCE INTELLIGENCE
Neue Signale werden aufgenommen

Aktuelly does not simply copy news. The system is built to understand how information connects and how stories develop over time.

01 / AI AGENTS

Three core agents. One growing AI system.

Specialized AI agents handle different tasks within Aktuelly. Analysis, content creation and publishing remain separate, understandable processes.

CORE AGENTS

Three core agents. One connected system.

AGENT ARCHITECTURE
01
UNDERSTAND

Aktuelly AI Analyst

Analyzes sources, relationships, developments, relevance and context and turns them into structured intelligence.

Compare sourcesConnect storiesUnderstand contextAssess developmentsDetect contradictionsInterpret momentum
02
CREATE

Aktuelly AI Writer

Transforms structured intelligence into clear, platform-ready news content.

Write articlesCreate headlinesGenerate summariesPrepare social copyAdapt tone and lengthCreate metadata
03
DELIVER

Aktuelly AI Publisher

Understands each destination platform, its formats, metadata, media requirements and publishing logic, and prepares content accordingly.

Select platformChoose formatPrepare mediaAdapt captionsValidate metadataPublish contentMonitor deliveryHandle retries
AKTUELLY AI ANALYSTunderstands
→
AKTUELLY AI WRITERcreates
→
AKTUELLY AI PUBLISHERpublishes
IN DEVELOPMENT

The agent network is growing.

Aktuelly is designed to expand with specialized AI agents for research, verification, social intelligence, visuals and other autonomous tasks.

PLANNED

Aktuelly AI Researcher

Deeper research, background information and historical context.

PLANNED

Aktuelly AI Fact Checker

Checks claims, source consistency and possible contradictions.

PLANNED

Aktuelly AI Social Analyst

Understands platform-specific reactions, signals and topic movement.

PLANNED

Aktuelly AI Visual Editor

Prepares visuals, media formats and platform-specific image variants.

PLANNED

Aktuelly AI Editor

Quality control for structure, language, consistency and clarity.

PLANNED

Aktuelly More Agents

The architecture is designed to support additional specialized AI roles.

AI INFRASTRUCTURE

Aktuelly uses OpenAI models within its own intelligence and agent architecture.

HOW AKTUELLY THINKS

From information to publication.

Three specialized AI agents work on top of a shared intelligence layer to understand, create and distribute information.

AKTUELLY PROCESS MODEL

How Aktuelly works.

PROCESSING
01
SOURCES

Capture information

RSS · Web · APIs · Social

→
02
STORY ENGINE

Identify connections

Clustering · Matching · Context

→
03
AI ANALYST

Understand developments

Analysis · Relevance · Context

→
04
AI WRITER

Create content

Articles · Headlines · Social

→
05
AI PUBLISHER

Distribute content

Web · Facebook · Instagram · YouTube · X · Bluesky

CURRENT PROCESSCapture information
SOURCESRSS · Web · APIs · Social
01
AI ANALYSTUnderstand · Analyze · Interpret
CORE
02
AI WRITERWrite · Structure · Adapt
CORE
03
AI PUBLISHERFormat · Distribute · Monitor
CORE
SHARED INFRASTRUCTUREAKTUELLY INTELLIGENCE
02 / MODULES

Intelligence across multiple layers.

Specialized modules work together to form the infrastructure Aktuelly uses to process information and prepare decisions.

01

Source Intelligence

Aktuelly continuously processes news sources, metadata and incoming signals.

02

Story Intelligence

Related reports are identified, connected and understood as evolving stories.

03

Momentum Detection

The system observes changes and detects when topics begin gaining relevance.

04

AI Analysis

AI analyzes context, relationships and relevance before content is prepared.

05

Social Intelligence

Platform-specific signals add context about how topics are developing online.

06

Autonomous Publishing

Detected developments can be processed automatically and prepared for publication.

03 / ARCHITECTURE

Built from the ground up as an AI system.

Aktuelly combines data collection, APIs, story detection, intelligence engines, AI agents and automated publishing inside one connected infrastructure.

aktuelly-core

> source_intelligence ready

> story_engine ready

> social_intelligence ready

> ai_analyst connected

> ai_writer connected

> ai_publisher active