We think in public. You can read it before you call.
Field notes from real client work, research we run in the open, and the announcements that matter. Written when something is worth saying, then filed here.
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Mo Kahlain17 Oct 20262 min Read the note Field note
Your AI assistant can build the deck. Give it the recipe first.
The model is not what fails on your monthly deck. The recipe is missing: your template, your rules and your checks. A skill carries it into your assistant.
Mo Kahlain17 Oct 20265 min Read the note Field note
Every leadership team has a decision it is too close to judge
Teams that share the same rules agree too easily. We hit this with our own AI workforce, and the fix we built works for any leadership team.
Mo Kahlain17 Oct 20265 min Read the note Field note
We build a process from the voice of the person who does the work
A picture of your process is better than a twelve-page document, and an AI reads the same file. Here is how you get a map your team recognizes.
Mo Kahlain11 Oct 20264 min Read the note Field note
The AI setup we trust most works like a council of experts
Three AI setups called every match of the 2026 World Cup. All were right about as often. The council's confidence stayed closest to reality.
Mo Kahlain10 Oct 20264 min Read the note Field note
Our 2026 AI predictions: the Great Operational Filter
In 2026, AI is not limited by intelligence. It is limited by how companies operate. Our outlook for the year, with the evidence behind it.
Mo Kahlain15 Dec 20251 min Read the note Field note
Why your AI pilot died at day forty-five
The failure is upstream of the technology, and this is what to check before you sign anything.
Mo Kahlain14 Aug 20268 min Read the note Field note
Descriptions are fiction. Failures are data.
Ask someone to describe their job and you get the meeting version. Show them a wrong screen and you get the truth.
Mo Kahlain17 Jun 20266 min Read the note Field note
One problem per issue, number eleven
A single operational problem taken apart, for whoever has to make it work on Monday.
Mo Kahlain01 Aug 20265 min Read the note Field note
One problem per issue, number ten
What we found inside a real operation, what held and what broke.
Mo Kahlain03 Jul 20265 min Read the note Announcement
Adapting to AGI is available on Amazon in both markets
The first book, on what changes inside a company when AI arrives.
inocta.io30 May 20262 min Read the announcement Field note
The calibration dataset is now public under an open licence
Every prediction we registered, released in full so anyone can check the work.
inocta.io Lab12 Apr 20264 min Read the note Field note
Can you trust an AI forecast?
Three AI architectures against two controls and three baselines, every prediction registered publicly before kickoff.
inocta.io LabJune to July 2026At match.inocta.io Read the studyThree ways to reach us.
A person reads every message.