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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.

If Anthropic Doubled Prices Tomorrow, We Wouldn't Switch
Business Strategy
· 7 min read

If Anthropic Doubled Prices Tomorrow, We Wouldn't Switch

A CEO on the 20VC podcast killed a $600K Salesforce contract in 3 weeks and won't change Anthropic usage at 2x pricing. The moat moved to the workflow.

workflow moat SaaS replacement vibe coding
Addiction is architecture. Architecture gets redesigned.
Business Strategy
· 7 min read

Addiction is architecture. Architecture gets redesigned.

Andreessen, Microsoft, Uber and an Nvidia VP confirm per-token AI doesn't scale. Eric Ries this same week named the structural fix that closes the loop.

AI governance token economics Eric Ries
Where the work moved: 10,000 vulnerabilities, 75 patches
Business Strategy
· 7 min read

Where the work moved: 10,000 vulnerabilities, 75 patches

Anthropic found 10,000+ critical vulnerabilities in a month. Only 75 of 530 reported have a patch. The bottleneck moved from finding to deciding.

Anthropic Glasswing Mythos Preview
"Lower-value human capital": the cut that doesn't pay
Business Strategy
· 7 min read

"Lower-value human capital": the cut that doesn't pay

Bill Winters said AI will replace 'lower-value human capital.' Gartner published the receipts two weeks earlier: 80% of orgs cut, zero ROI correlation.

Standard Chartered Bill Winters Gartner
Goldratt diagnosed AI workflow gridlock in 1984
Business Strategy
· 8 min read

Goldratt diagnosed AI workflow gridlock in 1984

Alex Wang named the symptom this week: AI moves the bottleneck instead of removing it. Eli Goldratt diagnosed this 42 years ago and left the cure.

Theory of Constraints Eliyahu Goldratt AI workflow
Your AI bill comes from places you aren't looking
Business Strategy
· 9 min read

Your AI bill comes from places you aren't looking

Three token-bill incidents in 14 days. The pattern isn't runaway usage. It's surface area: dormant credentials, silent vendor changes, context noise.

AI cost discipline Gemini API Truffle Security

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We publish about digital transformation, applied artificial intelligence, enterprise software development, data analytics, and B2B business strategy. All content is geared toward technical decision-makers and business leaders.

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