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AI Strategy

Alle Artikel zum Thema AI Strategy
Co-Preneurship in the AI Era: Co-Founders on Demand Instead of Consultants
Emilia Morosini
Emilia Morosini
01.12.2025

Co-Preneurship in the AI Era: Co-Founders on Demand Instead of Consultants

AI Innovation AI Strategy

Co-preneurship means: we act as co-founders on demand — with speed, ownership and early prototypes. Learn how Reruption delivers AI projects faster and with better risk awareness.

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AI Architecture for Longevity: Start Fast, Stay Maintainable
Philipp Hoffmann
Philipp Hoffmann
27.11.2025

AI Architecture for Longevity: Start Fast, Stay Maintainable

AI AI Strategy Automation

Get productive quickly with AI while building systems that remain maintainable over the long term: We outline architecture principles, deployment paths and practical examples so AI products work today and stay scalable tomorrow.

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Building AI Copilots That Are Highly Reliable
Philipp Hoffmann
Philipp Hoffmann
24.11.2025

Building AI Copilots That Are Highly Reliable

AI AI Strategy Automation

How do you create copilots that act like dependable domain experts rather than creative chatbots? We present a technical and methodological framework with concrete patterns.

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Enterprise AI Security 2025: Guide to Audit-Proof AI Systems
Emilia Morosini
Emilia Morosini
20.11.2025

Enterprise AI Security 2025: Guide to Audit-Proof AI Systems

AI AI Strategy Digitalization

Practical guide to secure, audit-proof AI systems in enterprises: Tenant Isolation, data classification, audit trails, model versioning, and our architecture with Hetzner, Coolify, Postgres and an internal AI proxy.

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Hetzner-native LLM Cluster: Secure, high-performance and cost-efficient self-host infrastructure
Philipp Hoffmann
Philipp Hoffmann
17.11.2025

Hetzner-native LLM Cluster: Secure, high-performance and cost-efficient self-host infrastructure

AI AI Strategy Digitalization

How companies can build their own LLM clusters on Hetzner: step-by-step architecture, SaaS vs. self-host cost comparison, deployment with Coolify and best practices for security and auditability.

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Why RAG Becomes Unstable in Enterprises — and How Domain Knowledge Solves It
Philipp Hoffmann
Philipp Hoffmann
13.11.2025

Why RAG Becomes Unstable in Enterprises — and How Domain Knowledge Solves It

AI Innovation AI Strategy

Many enterprise solutions fail with Retrieval-Augmented Generation: irrelevant sources, hallucinations, lack of revision control. We show how Domain Knowledge Capture delivers reliable, auditable knowledge models.

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PostFlow as an AI Marketing Lab: Our LinkedIn Research
Emilia Morosini
Emilia Morosini
10.11.2025

PostFlow as an AI Marketing Lab: Our LinkedIn Research

AI Innovation AI Strategy

We give a look into the PostFlow lab: how we test **content psychology**, **data models** and **sequences** with 5,000+ of our own LinkedIn posts — and how these insights flow directly into lead generation, employer branding and personal branding.

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How AI Will Really Transform the German Mittelstand in 2025
Emilia Morosini
Emilia Morosini
06.11.2025

How AI Will Really Transform the German Mittelstand in 2025

AI AI Strategy Automation

The Mittelstand is in the midst of the transition to autonomous AI systems. We explain why traditional consulting fails, how our 3‑week AI PoC works and how companies can operationalize AI step by step.

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AI Trends 2025 for Mechanical Engineering in Stuttgart: Agentic Systems, Private LLMs & Rethinking Production
Philipp Hoffmann
Philipp Hoffmann
03.11.2025

AI Trends 2025 for Mechanical Engineering in Stuttgart: Agentic Systems, Private LLMs & Rethinking Production

AI AI Strategy Automation

How mechanical engineering in the Stuttgart region can radically accelerate production, service and quotation in 2025 with agentic systems, private LLMs on Hetzner and domain-specific knowledge models.

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Programmatic UX: How AI Creates Dynamic, Generative Interfaces
Philipp Hoffmann
Philipp Hoffmann
30.10.2025

Programmatic UX: How AI Creates Dynamic, Generative Interfaces

AI AI Strategy Automation

Programmatic UX describes a new generation of interfaces: AI-generated, adaptive surfaces that shape themselves according to role, intent and data. We explain concepts, architecture and practical examples.

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How an Internal LLM Becomes the Engine of Cross-Functional Automation
Philipp Hoffmann
Philipp Hoffmann
27.10.2025

How an Internal LLM Becomes the Engine of Cross-Functional Automation

AI AI Strategy Automation

A single internal LLM can be more than a tool: it becomes the central infrastructure for knowledge bots, process copilots, autonomous workflows and decision engines. We outline architecture, security and change management.

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Private LLMs for SMEs in 2025: Moving Away from API Dependence
Emilia Morosini
Emilia Morosini
23.10.2025

Private LLMs for SMEs in 2025: Moving Away from API Dependence

AI AI Strategy Digitalization

In 2025, more and more SMEs choose their own domain-specific LLMs instead of external APIs. Why this is more secure, cheaper and more business-relevant — with architecture, tools and a practical roadmap.

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AI-first Consulting: Software instead of PowerPoints in 2025
Philipp Hoffmann
Philipp Hoffmann
20.10.2025

AI-first Consulting: Software instead of PowerPoints in 2025

AI Innovation AI Strategy

Real management consulting in 2025 means: we deliver software, not just PowerPoints. How AI engineering, the Co-Preneur principle and rapid PoCs resolve decision blockages and create real value.

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Why AI Copilots Often Fail in the Mid‑Market — and How to Build Them Right
Emilia Morosini
Emilia Morosini
16.10.2025

Why AI Copilots Often Fail in the Mid‑Market — and How to Build Them Right

AI Innovation AI Strategy

Many copilot projects in the mid‑market fizzle out: too broad a scope, poor UI, unreliable answers. We analyze the typical mistakes and show concretely how Reruption builds robust, trustworthy copilots.

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Autonomous Workflows Instead of Dashboards: Decision Systems for 2025
Philipp Hoffmann
Philipp Hoffmann
13.10.2025

Autonomous Workflows Instead of Dashboards: Decision Systems for 2025

AI Strategy Automation Digitalization

Dashboards provide data. We need systems that decide, act, and automate work. This post shows how <strong>LLM-based workflows</strong> steer decisions — with architecture, observability and risk management.

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Why we build AI products without React: The advantage of Python SSR (Jinja2)
Philipp Hoffmann
Philipp Hoffmann
09.10.2025

Why we build AI products without React: The advantage of Python SSR (Jinja2)

AI AI Strategy Automation

We explain why Reruption consistently develops AI products with <strong>Python SSR</strong> and <strong>Jinja2</strong>: faster cycles, lower complexity, better debuggability, and stronger AI integration for long‑living prototypes.

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AI Strategy 2025: Prioritization Framework for Fast, Productive MVPs
Emilia Morosini
Emilia Morosini
06.10.2025

AI Strategy 2025: Prioritization Framework for Fast, Productive MVPs

AI Innovation AI Strategy

How prioritization decides success: a practical framework for AI projects, including heatmaps, use-case portfolios and decision trees — based on Reruption experience.

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Programmatic SEO with AI: Predictably Scale 10,000–50,000 Landing Pages
Philipp Hoffmann
Philipp Hoffmann
02.10.2025

Programmatic SEO with AI: Predictably Scale 10,000–50,000 Landing Pages

AI AI Strategy Automation

Programmatic SEO 2025: How we use Python SSR (Jinja2), AI research, strict quality frameworks and Coolify to produce 10k–50k high-quality landing pages — predictable, scalable, measurable.

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21-Day AI Delivery Framework: How We Deliver Productive AI Systems in Three Weeks
Emilia Morosini
Emilia Morosini
29.09.2025

21-Day AI Delivery Framework: How We Deliver Productive AI Systems in Three Weeks

AI AI Strategy Automation

Our 21-Day AI Delivery Framework brings AI ideas into production within three weeks. This deep dive walks through each week, showing how we distill, harden, and launch use cases.

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Agentic IDEs like Cursor: a Turbo for AI Engineering
Emilia Morosini
Emilia Morosini
25.09.2025

Agentic IDEs like Cursor: a Turbo for AI Engineering

AI AI Engineering AI Strategy

Agentic IDEs like Cursor are transforming AI engineering: from multimodal code generation to test scaffolding — we show how Reruption shrinks development cycles from weeks to days.

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