AI systems
The AI Model Is Not the Bottleneck (opens on LinkedIn)
Why repeatable AI value depends on workflow design, connections, controls, and maintenance around the model.
The RAVEN93 journal
Practical ideas.Considered advice.
Original writing by founder Daryl Altenhof, plus grounded perspectives on AI strategy, automation, tool selection, and governance.
Featured writing
From Daryl on LinkedIn.
AI governance
The Three-Body AI Problem (opens on LinkedIn)
A practical verification framework for using multiple AI models without compounding assumptions and false confidence.
Founder perspective
AI Is Coming for Your IT Job! Maybe Not... (opens on LinkedIn)
What the desktop publishing transition reveals about falling execution costs, changing work, and new possibilities.
RAVEN93 field notes
AI Tools Are Not A Strategy
Why buying software is different from building an AI operating plan.
Five Business Workflows Worth Automating First
A short list of workflow candidates for early automation pilots.
The Difference Between AI Hype And AI ROI
A founder-level view of separating useful AI from noise.
What To Know Before Letting AI Touch Client Data
Basic governance questions before using AI with sensitive information.
Where SMBs Should Actually Start With AI
A practical starting point for small and midsize businesses evaluating AI.