Solutions · Agentic AI
McLeuker AI takes a whole project from one brief: it researches, hands each part to the right specialist, builds the files and packages them, deciding every next step from what it just found.
- Made for
- Teams whose projects cross research, costing and creative
- You get
- Whole projects delivered as finished files
4
McLeuker AI studios it works through
4
AI specialists it hands parts to
4
expert playbooks it follows
The job, before and after
Without it
The work is split across four people and a week of coordination that costs more than any of the parts.
With McLeuker AI
Get a whole project delivered as one finished file.
Every project bigger than a question and smaller than a hire.
Why it is hard
Most real questions cross several trades at once. A market entry needs research, a financial model and a deck; a launch needs a brief, imagery and a plan. Handing each part to a different person is slow, and handing all of it to one chatbot flattens it.
How McLeuker AI helps
How McLeuker AI turns one brief into a finished project.
4 studios work on this. Choose one to see how it helps.
Deep Research
How it helps you
Runs the research legs of the project, with every claim cited.
What you get
Source-cited research reports
Know studios: Ask a question, get a cited and editable document back.
The loop
Parallel where it can be. Serial where it has to be.
A pipeline runs the same steps every time. This decides, every step, what to call next and how much of it can run at once - then stops when the answer is ready rather than when a script ends.
- Along the spine
- One step of the loop: think, act, observe, decide again.
- Width at a step
- Tool calls dispatched together, because nothing in the batch waits on anything else in it.
- Reach of a node
- A slower call in the same batch. The step closes when the last one returns.
- The narrowing
- Results land back in context and the model decides what to do next, or that it is done.
One brief, all of this
Open something built end to end.
Each of these came from a single brief and hundreds of coordinated steps - research, structure, write, render, package. Page through one and download it.
VESTAL - Q2 2026 Board Pack
Deck · page 1 of 11
Switch deliverable
What agentic actually means here
The difference is who decides the next step.
Most assistants give up after five tool calls. A real fashion deliverable needs hundreds.
A pipeline runs steps somebody wrote down in advance. The moment a search comes back empty or one source contradicts another, it carries on and produces a confident wrong answer.
What runs here decides its next move from what it just saw: a dry angle is re-aimed, an unsourceable claim is chased or dropped, a badly rendered document is measured and fixed. Work that spans research, costing and creative is split across specialists rather than run through one generalist. What comes back is a file.
The bottleneck
Every real question needs four people and a week.
Every real question needs four people and a week.
Research, analysis, writing and the document are four jobs, and coordinating them costs more than any.
What we do
Planned and run end to end, specialists handed the parts that need them, returned as a finished file.
- Specialist hand-off
- A team of specialists in parallel
- Everything packaged together
The AI gave you a confident paragraph, not a deliverable.
A chat answer still has to be verified, sourced, formatted and turned into the actual deliverable.
What we do
Researched live and shipped as the artefact, with the sources under it and the plan visible as it runs.
- Multi-angle research sweep
- Everything packaged together
- A visible plan while it runs
It cannot reach the systems the work lives in.
An assistant that can only talk stops where the job gets real: the portal, the store, the file.
What we do
A persistent browser session and a real filesystem, so it can act and produce, not just describe.
- Works inside your own logins
- Everything packaged together
- A team of specialists in parallel
What runs the loop
The agents, and what they reach for.
A brief that spans three trades is split across three specialists rather than flattened into one.
The desk
- Researcher
- Analyst
- Writer
- Visual Producer
Reaches for
Specialist hand-off · A team of specialists in parallel · Multi-angle research sweep · Works inside your own logins · Everything packaged together · A visible plan while it runs
Built for/Strategy & insight, Brand & marketing