# Our Lab > 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. URL: https://inocta.io/lab/ Our Lab ### 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. #### Read the Lab Field notes and announcements, one feed. Field note ##### Build AI into the business you actually run A forecast is not an operating roadmap. How to bring AI into a company that already has employees, systems and customers, one tested portion at a time. Mo Kahlain 18 Oct 2026 5 min Read the note Announcement ##### Ready prompts you can copy, fill and use today The inocta.io prompt library is live: ready prompts for writing, images, agents, process work and code, in English and French. Free, no account. Mo Kahlain 17 Oct 2026 2 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 Kahlain 17 Oct 2026 5 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 Kahlain 17 Oct 2026 5 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 Kahlain 11 Oct 2026 4 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 Kahlain 10 Oct 2026 4 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 Kahlain 15 Dec 2025 1 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 Lab June to July 2026 At match.inocta.io Read the study