Open-Weight AI Models in Enterprise Automation Strategy: A CTO Framework
A decision framework for open-weight AI models in enterprise automation strategy — weighing cost at scale, data residency, capability, and export risk.
·7 min read
Category
Guides
8 pieces in this section.
Agentic Websites Are the Future: Two That Run Themselves
Agentic websites are the future — research, writing, SEO gating, QA, and self-repair, unattended. Two live deployments, and what I'm opening next.
·6 min read
Build, Buy, or Automate: The 7-Question Framework Every CTO Needs for AI Agent Decisions
A principled AI agent build vs buy decision framework — 7 diagnostic questions drawn from documented failure patterns, real cost data, and procurement post-mortems.
·6 min read
How to Build an AI Automation ROI Business Case Your Board Will Actually Approve
A board-ready AI automation ROI business case template built from published benchmarks — FTE savings model, payback period formula, and FinOps cost stack.
·8 min read
The Rise of Agentic Websites: Why Law Firm Sites Are Becoming Autonomous
The rise of agentic websites is turning law firm sites from static brochures into autonomous systems that research, publish, and convert. Here is how.
·7 min read
AI Model Routing: The Middleware Layer Your Automation Pipeline Is Missing
A practical AI model routing automation pipeline pattern: match each subtask to the cheapest capable model using quality, speed, and cost heuristics.
·7 min read
When Agents Go Rogue: AI Agent Containment Strategies Before Your Autonomous AI Reaches Production
The OpenAI ExploitGym breach defines AI agent containment strategies better than any safety framework. Here is the four-layer model it implies.
·7 min read
Human-in-the-Loop AI Agents: The Governance Framework CTOs Need Before the EU AI Act Deadline
EU AI Act Article 14 is live. With only 21% of enterprises holding mature AI governance, here is a concrete human-in-the-loop AI agents framework CTOs can implement now.
·7 min read
