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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.

IKEA didn't fire 8,500. It found €1.3 billion.
AI in Marketing
· 5 min read

IKEA didn't fire 8,500. It found €1.3 billion.

IKEA's bot resolved 47% of inquiries. The value was the other 53%: the demand map almost no team measures, and the one IKEA turned into a business.

IKEA AI marketing customer experience
Meta admits what ruthless efficiency actually costs
Business Strategy
· 5 min read

Meta admits what ruthless efficiency actually costs

Meta's own leaders now call morale the worst in company history after years of ruthless efficiency. The lesson for how you bring AI into your org is blunt.

Meta company culture AI adoption
The hidden cost of AI coding is review, not writing
Software Development
· 6 min read

The hidden cost of AI coding is review, not writing

Business Insider calls it workplace paralysis. The hidden cost of AI coding isn't the AI. It's that code now ships faster than any human can review or own it.

AI coding code review cognitive debt
Evals Are the New Process Documentation
Business Strategy
· 4 min read

Evals Are the New Process Documentation

Aaron Levie and Garrett Lord agree: AI programs stall at pilot because the company cannot define what good looks like. Evals are that definition, written.

AI evals AI agent evaluation AI strategy
Your Company's Tacit Knowledge Belongs in a Model It Controls
Business Strategy
· 4 min read

Your Company's Tacit Knowledge Belongs in a Model It Controls

Satya Nadella says there should be as many AI models as firms in the world. Your advantage comes from tacit knowledge embedded in weights you own.

tacit knowledge AI company-specific AI model AI strategy
Cognitive Delegation, Not Cognitive Surrender
Business Strategy
· 4 min read

Cognitive Delegation, Not Cognitive Surrender

Paul Bakaus names the distinction most enterprise AI discussions miss. Delegation gets you there faster. Surrender lets AI decide where you go at all.

cognitive delegation AI autonomy AI strategy
The Four Loops That Replaced Prompt Engineering
AI & Automation
· 4 min read

The Four Loops That Replaced Prompt Engineering

Tom Osman ran one autonomous loop that produced 183 user stories overnight. LangChain published the playbook: build the thing that prompts for you.

agentic AI systems AI agent loops prompt engineering
AI Prices Fell 40x. Most Marketing Teams Didn't Notice.
AI in Marketing
· 5 min read

AI Prices Fell 40x. Most Marketing Teams Didn't Notice.

Fixed-capability AI inference dropped 40x per year since 2023. The value is not in this week's frontier model, it's in the workflows you never systematized.

AI in marketing AI strategy marketing automation
There are 14 stages of AI adoption. You skip to 11.
Business Strategy
· 5 min read

There are 14 stages of AI adoption. You skip to 11.

Alex Lieberman mapped 14 stages of AI adoption after 14 months with executives. Most companies skip the first ten and start by building. Then they stall.

AI adoption AI maturity AI transformation

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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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