Notes on AI that actually helps.

What we learn building AI tools for real businesses — written in plain language, with real examples. No hype, no names.

Strategy, costs & ROI

8 September 2026·4 min read

OpenAI calls for slowing down AI after a Claude/ChatGPT/Grok outage — what it means for your AI agents

On September 6, 2026, OpenAI’s chief scientist published an essay calling for voluntary slowdowns in AI development, saying no lab can yet reliably monitor its most advanced models. It came three days after a multi-hour outage hit Claude, ChatGPT and Grok at the same time. Two separate signals, the same week, pointing at the same blind spot for any SME running AI agents without supervision or a fallback plan.

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Strategy, costs & ROI

7 September 2026·4 min read

Cloud costs: OVHcloud raises prices by up to 87% over AI demand — what to check before October 1

Since September 1, 2026, OVHcloud has rolled out a new price list for its dedicated servers: increases of up to 87% on some ranges, driven by soaring RAM costs tied to AI infrastructure demand. A second wave hits servers already in production from October 1. Here is what this hike — and its underlying cause — means for any SME hosting its own infrastructure or considering self-hosting an AI model.

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Strategy, costs & ROI

5 September 2026·5 min read

GPT-6 Astra: OpenAI’s new flagship costs 2.5x more per token — should your SMB’s agents follow?

On September 3, 2026, OpenAI launched GPT-6 Astra, its new flagship model, at $10 per million input tokens and $50 per million output tokens — 2.5 times GPT-5.6 Sol’s price. Before switching a single custom agent to the newest, priciest model, here is how to decide which of your SMB’s automations actually need it.

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Strategy, costs & ROI

29 July 2026·5 min read

AI at work: OpenAI study finds 43% of skilled use crosses job boundaries — what it means for your SMB

A July 27, 2026 OpenAI study of over 800,000 business messages found that 43.5% of occupation-specific ChatGPT use involves tasks belonging to another profession — up to 77% among customer service teams. What this AI-driven role-blending means for how a small business organizes its team.

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Strategy, costs & ROI

25 July 2026·5 min read

AI mental wellbeing app for employees: build custom or subscribe to a platform?

AI-powered mental wellbeing apps for employees are multiplying, almost all sold as a generic per-seat subscription. The three-question test to know whether you should build your own instead — costs, GDPR and the line with human care included.

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Strategy, costs & ROI

22 July 2026·7 min read

AI use in French companies: Insee 2025 figures by size and sector

Insee: 18% of French companies with 10+ employees used AI in 2025 — 15% under 50 employees, 58% at 250+. Figures by sector, stated barriers, and a first step.

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