Medium Article
Why AI Assistants Need More Than Database Access
Know Exasol•Jun 30, 2026•3 mins read
How Exasol Agent Skills Bring Platform Awareness to Enterprise Analytics
Enterprise AI Architecture Library
Practical Reference Architectures for Enterprise AI Systems.
I design, build, and explain the systems behind modern AI — from AI gateways and agentic workflows to governed data platforms, federation, and enterprise architecture patterns.
18+
Years Experience
AI
Platform Architect
NexusIQ
Reference Platform
EU
Career Target
Flagship Reference Platform
NexusIQ
Enterprise AI playground for Text-to-SQL, RAG, federated query, governance, research intelligence, and architecture demos.
NexusIQ Dashboard
Enterprise AIAI SQL
Ask data
RAG
Documents
Federation
Sources
Governance
Access
Research Studio
Competitor signals
Product gaps
Strategy brief
AI + SQL Lab
Natural language query
Governed execution
Explain plan
NexusIQ
The flagship system behind the work.
NexusIQ is the reference platform where enterprise AI architecture patterns become working software — AI SQL, RAG, federation, governance, research intelligence, and product strategy workflows.
Text-to-SQL
Enterprise RAG
Federated Query
Research Studio
Governance
Architecture Demos
Enterprise AI Execution Flow
Reference ArchitectureUser
Applications • APIs • Humans
AI Gateway
Routing • Authentication • Guardrails
Policy Engine
Governance • Audit • Compliance
Knowledge & Skills
MCP • Enterprise APIs • RAG
Data Platform
Federation • Optimization • Analytics
Exasol
Snowflake
Iceberg
BigQuery
Architecture Library
Learn the systems behind modern AI.
Modern AI Data Platforms
Warehouses • Lakehouses • Federation • MPP
Open Library →
Enterprise AI Systems
AI Gateways • Policy Engines • Audit • Governance
Open Library →
Agentic AI Architecture
Agents • MCP • Tool Use • Orchestration
Open Library →
Sovereign AI Systems
Trust Boundaries • Residency • Compliance • Control
Open Library →
Know Exasol
MPP • Optimizer • Execution • Memory • Federation
Open Library →
Featured Learning Path
Know Exasol
A practical architecture series explaining analytical database internals: MPP, columnar storage, memory, optimizer, execution engine, and federation.
MPP Architecture
Columnar Storage
In-Memory Processing
Execution Engine
Optimizer
Federation
Architecture Notes
Recent engineering notes from my work.
Medium Article
Connecting Claude Desktop to Exasol with MCP
Know Exasol•Jun 30, 2026•5 mins read
Connecting Exasol MCP with claude desktop
Medium Article
Running AI Inside SQL: Turning Customer Feedback into Business Decisions
Running AI Inside SQL•Jun 29, 2026
How in-database AI transforms customer feedback into business insights using SQL.
Latest Videos
Visual architecture walkthroughs.
Building and explaining enterprise AI architecture.
A growing library of reference architectures, diagrams, videos, and implementation notes for practical enterprise AI systems.
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