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Edition #28 — 11 October 2026
CODITO SUNDAY
The Anthropic-certified AI agency serving business leaders
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⚡ Why read this edition
In 1900, electricity only made rich the factories that redesigned themselves around it. With an AI that handles 4 tasks out of 5 in an SME for $17 a year, the same shift is beginning, and this edition shows you how to redesign yours.
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🎬 This week's video
▶ I ran an SME on Anthropic's cheapest AI
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Hello everyone,
Around 1900, factories ran on a single steam engine, which drove every workstation through a tangle of belts. When electricity arrived, most industrialists made the most natural move in the world: they replaced the big steam engine with a big electric motor, in the same spot, and for almost 30 years productivity barely moved.
The leap came from those who dared to redesign the factory: a small motor at each workstation, workshops organised around the work, and productivity that soared in the 1920s. This is the famous thesis of Stanford economist Paul David: the wealth came from the architecture far more than from the energy itself.
This week, AI had its dynamo moment. The small motor exists and costs almost nothing, so the question that will separate companies becomes crystal clear: will you plug AI into yesterday's organisation, or redesign yours around it?
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📋 In this issue |
4 min read |
01 Haiku 5.5: AI has just found its small electric motor
02 Redesigning the company around AI: the method, and the $17 proof
03 The test video, and the artifact to repeat it in your company
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Emile Chalmé
President of Codito Ergo Sum
Certified by Anthropic · World leader in AI
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01
Haiku 5.5: AI has just found its small electric motor
The facts: On 7 October, Anthropic launched Claude Haiku 5.5, its smallest model. Its price: $0.10 per million input tokens (the token is the unit of text AI bills for, roughly a syllable). On OSWorld 2.1, the benchmark that measures an AI's ability to use a computer like a human, it scores 72.4% (YourStory and Mezha, 08/10/2026).
The Codito analysis: Until now, high-quality AI resembled the big steam engine: powerful, expensive, installed at one point in the company, and everyone came to consult it. Haiku 5.5 changes the scale, because a model costing a few cents now succeeds at a large share of the tasks that required a premium model 1 year ago, so it can run at every workstation, on every email, every invoice and every meeting report. And the race is only just beginning: Anthropic, OpenAI and Google are competing to become companies' default engine, with Google launching the same week an agent that acts on its own in Gmail, Docs and Calendar. The price of intelligence will keep falling, and the value will go to those who know where to put it.
What it means for you: Taking out an AI subscription without touching your organisation is like installing the electric motor in place of the steam engine. First step this week: list the 5 repetitive tasks that eat up the most of your team's time. That is the first line of the blueprint for your future factory.
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The figure of the week
-75%
in average cost for Claude Haiku 5.5 compared with the previous generation, Haiku 4.5. Anthropic announcement of 7 October 2026 (YourStory and Mezha, 08/10/2026).
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02
Redesigning the company around AI: the method, and the $17 proof
The Codito method: we start from the work, never from the tool. We map the company's tasks, hand everything repetitive and quick to the small model, and keep the large model for decisions that commit money or responsibility. Each workstation thus gets its own motor, at the right power.
The proof: I recreated a 20-employee renovation company, l'Atelier Kerbrat, and gave 5 of its real tasks to Haiku 5.5 against Opus 5.5, with the cost measured on every call. The small model succeeded at 4 of them: it sorted 30 booby-trapped emails while foiling a CEO fraud, read a skewed scanned invoice, wrote the minutes of a 36-minute site meeting and recalculated a schedule. It stumbled on checking a quote, keeping 10% VAT on loft insulation eligible for the 5.5% rate, which is precisely the kind of decision you keep for the large model.
Over 1 year and across these 5 tasks, the bill comes down to $17 against $481 if everything went through the most powerful model. The same work done, for a fraction of the price: that is what a well-designed company earns.
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AI bolted on
✖ One large model consulted for everything
✖ Subscriptions with no overall plan
✖ Gains invisible in the accounts
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The redesigned company
✓ A small model for each repetitive task
✓ The large model kept for decisions that matter
✓ A known cost and time given back to teams
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🗺 Your AI task map, in 30 minutes
On a video call with me, we review your company's repetitive tasks, decide together which to hand to a small model and which to keep for a large one, and work out what it would cost over 1 year. You leave with your map, whether or not we work together afterwards.
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It is the first blueprint of your redesigned factory, and it is what Codito Ergo Sum, a partner agency certified by Anthropic, does.
Discover Codito's AI Partnership
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03
The test video, and the artifact to repeat it in your company
This week's video walks through the test step by step: what Anthropic announces for Haiku 5.5, the 2 ways to pay for an AI (a pay-as-you-go key or a quota subscription), and the lesson I paid dearly for the day I exceeded my quota 2 days before it reset: $100 per hour of work. Watch the video.
The test artifact is freely available, with no email or form required: the 5 cases, the results and the costs, so you can redo it all for your company. Open the test artifact.
My advice for this week: take the most repetitive task on your list and have the small model do it on 10 real cases, alongside your current method. 10 cases are enough to know whether it can take it over from Monday.
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See you next Sunday. In the meantime, keep the lesson of the dynamo in mind: technology spreads fast, and the advantage goes to those who redesign their house around it. In 1900, it took 30 years to understand this; this time, the window is opening now, and it is within your reach.
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“You made it to the end: which task will you hand over first to your company's small motor? Reply in one word, I read every answer.”
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Emile
President of Codito Ergo Sum
The AI agency that equips business leaders — Anthropic certified
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Codito Ergo Sum · France
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