Bennet KrauseIT Consultant at Holisticon AG
Reliable AI for real business processes.
Backend engineering, Camunda orchestration, and security-aware agent design for enterprise teams.
Hamburg, Germany
About
Building reliable AI systems with product-level rigor.
Building reliable AI systems with product-level rigor.Building reliable AI systems with workflow discipline.Building reliable AI systems with reinforcement learning.Building reliable AI systems with production clarity.Building reliable AI systems with fine-tuning.Building reliable AI systems with hard guardrails.Building reliable AI systems with synthetic data.Building reliable AI systems with human-in-the-loop.Building reliable AI systems with self-improvement.Building reliable AI systems with observability.Building reliable AI systems with on-prem models.
I'm Bennet, an engineer and consultant focused on enterprise AI, workflow orchestration, and agentic systems. I help teams design and ship dependable products that mix AI and rule-based systems to tackle complex processes reliably and efficiently.
My Journey
2014 - 2021
Computer Science Studies
Computer science studies (BSc + MSc) and first projects in full-stack development.
2022
Workflow orchestration
Discovered process automation at scale and the power of orchestration.
2023
BPM + AI
Exploring how to reliably integrate AI into real business processes - and when it makes sense.
2024
Enterprise AI systems
Focusing on AI technology and use cases that actually create value for businesses today.
Today
Reliable AI products
Helping teams ship dependable and secure AI products and leverage agentic engineering.
Technologies & Tools
Java
Kotlin
Python
Azure
Spring Boot
Hugging Face
Docker
PostgreSQL
AWS
Camunda
OpenAI
Mistral.ai
Anthropic
Apps
9:41
Pocket RAG
Search your knowledge
AllNotesDocsVoiceImages
Recent
Featured app
Pocket RAG
Capture notes, documents, and voice snippets and turn them into a private, searchable AI knowledge base on your iPhone.
- On-device processing for privacy
- RAG-powered semantic search
- OCR, transcription & summarization
- Secure iCloud sync & export
Projects
Featured
LabelForge
Visual builder for creating reliable synthetic data generation pipelines from building blocks - with validation, auto-healing, and inspection.
Coming soon
BPM AI Connectors
Task-specific Camunda 8 connectors for AI-infused BPMN processes.
Next Token Visualization
Local LLM sampling explorer for token probabilities, constraints, and attribution.
Code Factory
Coding-agent orchestrator with Kanban intake, isolated workspaces, and operator review.
Force-Directed Layout
Java graph-layout tool with configurable forces and cooling.
Speaking
Speaking aboutAI-driven workflows,Camunda, andagentic systems.
Sharing ideas and lessons from real-world implementations with the community.
2025 / Sep 10, 2025
Von deterministischen Prozessen zu Agentic Orchestration: Geschäftsprozesse mit KI zuverlässig steuern
Camunda Chapter Hamburg
Hamburg, Germany
2024 / Oct 29, 2024
BPM AI: Prozessautomation mit On-Premise KI-Modellen
Camunda Chapter Rhein-Main
Frankfurt, Germany
2023 / Sep 28, 2023
GPT meets BPM: AI-Driven Workflows in Camunda 8
CamundaCon New York
Writing
Enterprise AI, architecture, and production lessons.
Articles from my Enterprise AI newsletter and Holisticon knowledge base on building useful, reliable AI systems.
Featured article
Blind in One Eye? Why Multimodal RAG Ends OCR Hell
Why text-only RAG breaks on diagrams, tables, and visual structures, and how multimodal retrieval with Qwen3-VL changes the ingestion pipeline.
Agentic AI
More Engineering, Less Magic: How Agentic AI Finds Its Way into Production
A practical look at evaluation, systematic prompt engineering, architecture, and data flywheels for moving agents beyond demos.
AI Security
Trust Is Good, Architecture Is Better: Why AI Agents Need a Security Strategy
Why AI agents need security by architecture, with boundaries for prompt injection, data exfiltration, and unsafe tool access.
Camunda
Agentic AI in Camunda 8: What Works Today and What Comes Next
What Camunda 8.8 brings for AI Agent Connectors, ad-hoc subprocesses, vector databases, MCP, and guarded process orchestration.
Let's build together
Let's build reliable AI systems.
Me and my colleagues at Holisticon help organizations design and ship intelligent workflows and agentic systems that create real business value.