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AI for Business
Strategic guidance on AI adoption, consulting, and building AI-powered business solutions.
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AI FOR BUSINESS01
EU AI Act Article 50: Marking AI Output in ProductionArticle 50 applies 2 August 2026, with fines to €15M or 3% of turnover. The four duties, the 2 December 2026 transition, and a marking pipeline that ships.
AI FOR BUSINESS02
AI Coding Agent Cost Per Engineer: The 2026 Budget MathAnthropic publishes $13 per developer per active day and $150-250 per month. How to turn that into a defensible budget and a cap that does not backfire.
AI FOR BUSINESS03
Token Prices Fell 280x but Your AI Bill Still TripledPer-token prices fell 280x, yet AI bills tripled. The agentic AI token cost driver: agents burn 4x-15x more tokens per task. Fix it with unit economics.
AI FOR BUSINESS04
Text-to-SQL Accuracy: Why Benchmarks Lie in ProductionText-to-SQL scores 86% on Spider but 10% on real warehouses. Why benchmarks mislead, and how a semantic layer lifts accuracy to 90%+ in production.
AI FOR BUSINESS05
AI Agent Pricing 2026: Per-Seat vs Per-Resolution TCOPer-resolution runs $0.50 to $2.00 and beats per-seat above 3,000 conversations a month. The TCO model, crossover math, and resolution clause to demand.
AI FOR BUSINESS06
Killing the Pilot: An ROI Gate Framework for AI POCs80.3% of AI projects miss business value and 95% of GenAI pilots never scale. The stage-gate framework with kill-thresholds for which POCs reach production.
AI FOR BUSINESS07
AI FinOps: A Token Budgeting and Chargeback FrameworkModel API spend doubled from $3.5B to $8.4B in nine months. The AI FinOps framework for budgeting, unit economics, and chargeback that survives a board review.
AI FOR BUSINESS08
Self-Host LLM vs API: When the Break-Even Math Flips in 2026The $20K/mo self-host break-even is wrong. Add idle GPU, tail traffic, and the senior infra hire and the real flip is $50-80K, hybrid wins below that.
AI FOR BUSINESS09
AI Gateway Decision Framework: LiteLLM vs Portkey vs Kong in 2026A single misbehaving prompt can drain five figures of LLM spend in a week before anyone notices. Here's the 4-criteria matrix and tier-by-tier breakdown, DIY, LiteLLM, Portkey, Kong, that actually scopes your AI gateway.Explore other topics