Strategic Technology Research & Consulting

In-depth analysis of AI architecture, data sovereignty, and engineering methodology for technology leadership.

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Research Areas

AI Systems & Architecture

Multi-model consensus, LLM reliability, and distributed AI systems. Moving beyond single-model confidence.

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Data & Vector Databases

SQL to vector transitions, RAG patterns, and semantic search infrastructure for production scaling.

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Regulatory & Compliance

GDPR sovereignty, NIS2 frameworks, and data residency architecture in a global AI landscape.

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Engineering Practice

Trunk-based development, AI-orchestrated workflows, and methodology evolution for senior teams.

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Platform Infrastructure

Cloud architecture, distributed system patterns, and microservices for resilient scaling.

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Emerging Technologies

Small language models (SLMs), blockchain applications, and technology hype cycle analysis.

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