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Solutions · Agentic AI

Give it the job, not the next step.

One brief runs research, delegation, execution and rendering end to end - and what comes back is the finished file rather than a plan for making one.

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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 - page 1, produced by McLeuker AI

VESTAL - Q2 2026 Board Pack

Deck · page 1 of 11

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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 one job this page is about

Get a whole project delivered as one finished file.

How often it comes round
Every project bigger than a question and smaller than a hire.
Skip it once
The work is split across four people and a week of coordination that costs more than any of the parts.

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.

Opens

  • Deep Research
  • Reports (PDF, PPTX, Word, Excel)
  • Fashion Collection
  • Website Builder

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

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Try Agentic AI

Give it the whole job, not a prompt at a time.

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Same company, two services. McLeuker AI is the platform; mcleuker.com is the fashion-tech & agentic-AI consulting practice.

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