Your AI operating model
Kowalah helps organisations roll out AI and get measurable value from it. Organisations map their business as an AI Operating Model: a tree of real processes, broken into steps, each with an owner, a quality bar, and a decision about whether a human or an AI runs it. More
MCP connector Server URL https://mcp.kowalah.com/api/mcpCopy Login OAuth Tools Reads data10 find_ acceleratorfind_ personget_ ai_ estateget_ my_ trainingget_ operating_ modelget_ operating_ model_ unitget_ processget_ systemsget_ updateget_ vision
Changes data3 create_ opportunitypropose_ process_ changepropose_ redesign
Deletes or can't be undone9 record_ ai_ assetssave_ org_ unitsave_ outcomesave_ personsave_ processsave_ process_ connectionsave_ process_ stepsave_ process_ step_ evalsave_ system
Skills 12 in the ChatGPT listing
Ai estate Review and maintain the organisation's AI estate — which AI tools and platforms it actually has, what people have built and switched on in them (connectors, skills, plugins, projects, agents), how each is held (licences, seats, contracts, DPAs), which are unsanctioned or risky, what renews soon, and where each is used in the business. Kowalah setup Connect the Kowalah MCP server and work out what the signed-in account can see. My ai tools See which AI tools you use in your assistant (Claude, ChatGPT, Codex and others) — connectors, apps, skills, plugins, projects — check they're set up properly, and share them with your organisation's AI register. outcomes Record and report the value AI has actually delivered — time saved, cost reduced, revenue won, adoption milestones — on any work (a process step, a process, a unit, an opportunity, the whole organisation, a Kowalah deliverable), with what produced it and which vision measure it counts towards. Process diagnostic Read one business process honestly — where its cycle time actually goes, how many handoffs it has, and what has never been measured. Process redesign Take a process from as-is to a proposed to-be — mark up what gets eliminated, merged or kept, then generate the redesign beside the original so the two can be compared. Programme review Review the state of an AI operating model programme — coverage, where constraints concentrate, and whether the work in flight is aimed at the actual gaps. Programme views Design and build something the person can share about their AI programme — a dashboard, a slide deck, a document, a one-page visual or a short animated walkthrough — from their Kowalah operating model plus any other sources they choose. Quality bar Define what "good" means for a process step and set the checks that hold it there — acceptance criteria, gates and monitors, target scores. Raise opportunity Take an idea or an ask to the Kowalah team properly — check what already exists, test it against the AI vision, score it, and submit it. Scheduled tasks Help someone set up a scheduled task in their AI assistant that brings them something useful from Kowalah on a regular basis — what's new in their accelerator library, a draft of their weekly programme update, the week in their area, progress against their vision, or ideas from their own work. Spot opportunities Talk through your own work and find where AI could actually help — grounded in your organisation's AI vision and what already exists, not generic advice.