Thought Leadership & Frameworks

Executive Insights

Long-form perspectives on enterprise Data & AI decision-making, trade-off evaluations, and architecture blueprints by Tri Truong.

Cornerstone Article•Core Philosophy

Why Enterprises Need a Data & AI Decision Layer

Most technology investments fail because companies buy software before deciding what specific business decision they are attempting to automate or enhance.

October 2026•9 min read
Discuss This Framework
Leadership Advisory7 min read

Virtual CDO: When Does an Organization Need One?

How growing and mid-size companies access top-tier Chief Data Officer guidance on a fractional basis without the overhead of full-time C-suite recruiting.

September 2026Request Briefing
Architecture Framework11 min read

Build vs. Buy: The Enterprise Architecture Decision Matrix

A practical framework for evaluating whether to purchase proprietary SaaS or construct custom internal data capabilities on open table formats.

August 2026Request Briefing
AI Strategy8 min read

AI Transformation Starts with Data Decisions

Why jumping straight into LLMs and generative agents without clean entity resolution and data governance leads to hallucinations and abandoned pilots.

Modernization12 min read

From Traditional EDW to a Modern Data & AI Platform

A phased migration blueprint for decoupling storage and compute, migrating from legacy on-prem databases to scalable cloud Lakehouse architectures.

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