AI Strategy

580 articles

Strategy work is where most AI programs are won or lost, long before a model gets picked. This is the planning layer: how to sequence a first year, which problems justify custom work, what to centralize versus leave to teams, how to budget when pricing shifts every quarter, and how to tell a real result from a demo. Aimed at operators at $5M+ companies who have to defend the spend.

Latest in AI Strategy

What Is Context Rot and How Do You Prevent It?

What context rot is, why it degrades your AI agents silently over time, and how to build a maintenance cadence that keeps them accurate.

AI Strategy 11 min read

What Is Embedded AI Consulting? Full Guide

Embedded AI consulting means the partner stays until AI runs your operations, not just until the strategy is delivered. Here is what it includes and how it works.

AI Strategy 13 min read

What Is Enterprise AI and Why It Differs from Consumer AI

A clear definition of enterprise AI and the specific characteristics that differentiate it from consumer-grade AI tools: scale, security, integration, and governance requirements.

AI Strategy 6 min read

What Is Generative AI? A Business Leader's Guide

A clear, non-technical explanation of what generative AI is, how it works at a conceptual level, and what it can do for your business.

AI Strategy 6 min read

What Is Mid-Market AI Consulting?

Mid-market AI consulting is built for businesses with $5M to $100M in revenue. Here is what it is, how it differs from enterprise consulting, and why it works differently.

AI Strategy 14 min read

What Is Phos AI Labs � and What Do We Actually Do?

Phos AI Labs is the embedded AI strategist for mid-market companies. We build the AI system your company needs to run differently � and stay until it does.

AI Strategy 7 min read

What Is Responsible AI? A Practical Business Guide

A practical definition of responsible AI for business leaders, covering the core principles, why they matter for business outcomes, and how to build a responsible AI program.

AI Strategy 7 min read

What Is Zo Computer? The Complete Guide to the AI Personal Cloud

Zo Computer is a personal AI cloud computer that gives you a Linux server, 100GB of storage, and an always-on AI. Complete guide to what it is, how it works, and who it's for.

AI Strategy 7 min read

What Level of AI Maturity Is Your Team At?

Most founders score their company too high on AI maturity. Here is the honest five-signal diagnostic that tells you exactly where your team stands � and.

AI Strategy 11 min read

Claude for Small Business: What it does, what it costs, and how to start

Claude for Small Business launched May 13, 2026 as a plugin inside Claude Cowork. 15 pre-built workflows, 11 integrations, no setup. What it does, what it costs, and whether you still need a Claude Team subscription.

AI Strategy 13 min read

What Is the Claude Certified Architect (CCA-F) Certification?

The CCA-F is Anthropic's credential for AI implementation professionals who design, build, and deploy Claude-based systems for businesses. Here is what it covers and why it matters.

AI Strategy 8 min read

What Is AI-Native Operations?

AI-native operations is not a description of using AI a lot. It is a description of a business where AI is embedded in how the work runs — not layered on.

AI Strategy 7 min read

The fastest way to know whether we're the right fit, is a conversation.

STEP 1/2 · ABOUT YOU