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Pragmatic AI for your business

Honest analysis of AI applied to real operations. No hype, just judgment: what you control, what you can prove, and what to build that your competitors can't.

Context Windows That Actually Work
AI & Automation
· 5 min read

Context Windows That Actually Work

Context window size is a marketing number. What matters is how much information the model actually retains. Real data and practical B2B guide.

artificial intelligence context window context rot
95% of AI's Potential Is Untapped: Here's Why
AI & Automation
· 6 min read

95% of AI's Potential Is Untapped: Here's Why

Anthropic's data shows companies use just 5% of AI's real potential. Palantir's Alex Karp explains why: missing operational integration, not missing technology.

artificial intelligence AI adoption enterprise automation
Google Workspace CLI: Your AI Agents Just Got Access
AI & Automation
· 7 min read

Google Workspace CLI: Your AI Agents Just Got Access

Google just opened every Workspace API to AI agents via an open-source CLI. What works today, where the risks are, and how to prepare your B2B operation.

Google Workspace CLI AI agents enterprise automation
The Cheap Model Trap: How AI Providers Capture Ecosystems
Business Strategy
· 8 min read

The Cheap Model Trap: How AI Providers Capture Ecosystems

Google at $0.25/M tokens, OpenAI at $0.05/M. Not charity — it's platform capture applied to AI. What the pricing war means for your B2B independence.

AI strategy vendor lock-in AI costs
Your AI Agent Directory Is Not an Org Chart
AI & Automation
· 8 min read

Your AI Agent Directory Is Not an Org Chart

A folder of .md files works for solo builders. But "the org chart is dead" is wrong — and believing it will cost you. Here's when agent directories work.

AI agents AI org structure enterprise automation
The $570K Engineer Paradox: What It Means for Your Team
Business Strategy
· 7 min read

The $570K Engineer Paradox: What It Means for Your Team

Anthropic pays $570K median for engineers building tools that replace junior devs. Stanford/ADP data shows 20% fewer entry-level roles since 2022.

engineering strategy AI displacement talent strategy
The AI Agent Maestro: a Role, Not a Job Title
AI & Automation
· 9 min read

The AI Agent Maestro: a Role, Not a Job Title

Jason Calacanis calls the 'AI agent maestro' the job nobody sees coming. At IQ Source, we've been doing it. What operating AI agents actually looks like.

AI agents AI operations enterprise automation
When Free Tools Stop Being Free
Business Strategy
· 8 min read

When Free Tools Stop Being Free

That viral startup stack works — until your first enterprise deal requires SOC 2 compliance. Here's where free tools hit walls and what to do before they do.

technology strategy startup scaling vendor lock-in
Google's AI Ecosystem: What Works for B2B, What Doesn't
Business Strategy
· 11 min read

Google's AI Ecosystem: What Works for B2B, What Doesn't

Vertex AI, Gemini, BigQuery ML, Document AI: practical guide to evaluating which Google AI tools fit your B2B operation and which ones you can skip.

Google Cloud AI Vertex AI Gemini

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