# Kolja Pitz — Capabilities
> Segmented file for LLM ingestion. Structured capability graph with case and technology mappings.
> Summary version: https://koljapitz.de/llms.txt

## Problem Types Addressed
- Translating complex technologies into coherent product or communication systems
- Strategic positioning for deep-tech initiatives and public infrastructure
- Designing interactive installations for public spaces and events
- Building AI architectures for enterprise contexts
- Developing brand and identity systems for technology-driven organizations
- Conceptualizing real-time data visualizations and generative art systems
- Framing digital policy and infrastructure topics for public communication
- Integrating AI into existing product and service ecosystems

## AI Architecture
Compound AI systems, RAG architectures, semantic pattern models, agentic workflows, enterprise AI integration.

Technologies: RAG, LLM, Semantic Models, Agentic Workflows, Vector Databases
Industries: Enterprise, GovTech, Deep Tech
Cases: FAZE Lab (MEIRÉ und Plateau Candy, 2026)

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## Strategic Systems Design
Translating complex technologies into coherent product, brand, and communication systems.

Technologies: Information Architecture, System Design, UX Strategy
Industries: Enterprise, Agencies, Startups, Public Sector
Cases: FAZE Lab (MEIRÉ und Plateau Candy, 2026); Identity Mirror (SPRIND, 2025); Hyper Fountain (Dornbracht, 2019)

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## Digital Identity Infrastructure
Identity systems, EUDI Wallet, digital sovereignty, privacy-preserving infrastructure.

Technologies: EUDI Wallet, Verifiable Credentials, Digital Identity
Industries: GovTech, Public Sector, EU Infrastructure
Cases: Identity Mirror (SPRIND, 2025)

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## Interactive Installations
Generative art, real-time data visualization, spatial experiences for public spaces and events.

Technologies: Generative Art, WebGL, Real-time Systems, Webcam, Touch Interaction
Industries: Culture, Events, Museums, Corporate Spaces
Cases: Identity Mirror (SPRIND, 2025); Hyper Fountain (Dornbracht, 2019); FlowStates (ifo Institute, 2023)

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## Strategic Communication
Narrative development, conceptual framing, and positioning for complex technological and political topics.

Technologies: Narrative Architecture, Content Strategy, Conceptual Film
Industries: GovTech, Deep Tech, Public Sector, Agencies

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## Brand & Product Strategy
Positioning, visual identity, product strategy, and website systems for technology-driven organizations.

Technologies: Brand Systems, Product Strategy, Visual Identity, Website Systems
Industries: Startups, Enterprise, SaaS, Deep Tech
Cases: Eyva.ai (Eyva, 2024–2025)

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## Data Visualization & Generative Art
Real-time data-driven art installations, generative visual systems, spatial data experiences.

Technologies: Generative Systems, Real-time Data, Spatial Computing, Processing
Industries: Research Institutes, Culture, Corporate Spaces
Cases: Hyper Fountain (Dornbracht, 2019); FlowStates (ifo Institute, 2023)