Insights & Updates

Thoughts on AI, data systems, and building intelligent infrastructure. Follow along as we develop The Data Alchemist platform.

March 2026 · Product

Building AI Lenses Instead of Generic Tools

Why we chose domain-specific AI systems over general-purpose assistants, and how this approach leads to better real-world outcomes.

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March 2026 · Engineering

Why We Use Python, Docker, and Plotly

A breakdown of the technical stack behind our Business Intelligence engine and how it enables scalable, reproducible analytics.

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March 2026 · AI & Ethics

AI, Automation, and Responsibility

Our approach to building powerful AI systems while considering the broader impact on jobs, workflows, and society.

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More articles coming soon. We’re actively building and documenting our journey.