ThinkStack

AI consultancy · Dublin

Adopt AI without theatre.

We help teams turn tool spend into working systems, scoped delivery and habits people will actually keep using.

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The AI moment · try it now

Scope your bottleneck now

This is the first thing we do in a working session, and you can do it here. Describe the workflow that is slowing your team down and get a structured starting-scope back — the bottleneck reframed, the smallest first system, and where adoption usually breaks. It runs on your device; nothing is sent until you choose to send it.

Describe the process, not the tool. One or two sentences is plenty.

Common failure mode

The tools are bought. The work still looks the same.

  1. Pilots exist, but nobody changed the operating process around them.

  2. The team has licenses, but not one agreed workflow worth copying.

  3. Leadership wants proof, but the metrics were never defined up front.

We narrow the problem, ship the smallest useful system, and make adoption part of the job rather than a post-launch wish.

Working model

How an engagement runs

  1. Identify the bottleneck

    We define the one slow, manual or error-prone step worth attacking first.

  2. Build the working path

    We prototype and ship the exact workflow, integration or tool that removes it.

  3. Make it stick

    We document the path, instrument it, and hand the team a repeatable operating rhythm.

Build log

Recent builds from our own estate

  • Rebuilt this site on our own website engine (dogfood): if the engine regresses, our homepage breaks before a client's does.

    Website engine v2
  • Shipped Website Engine v2 — a building-block system that never ships the same layout twice, with gates that refuse invented proof.

    Website engine v2
  • Added an edge view-counter that measures demo opens with zero client-side bytes — no beacon, no console errors on a prospect's page.

    Instrumentation
  • Bright Tool Studio: a portfolio of free, client-side browser utilities, edge-served with no sign-up — one of which runs live on our Sites page.

    Product

Start points

Two ways to begin

Day-rate support

Day-rate

agreed before kickoff

For a focused review, workshop or implementation push where the constraint is already known.

  • Discovery and working session
  • Written recommendation or implementation slice
  • Decision log and next-step scope

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Questions

How consultancy starts

Do you do strategy-only work?

Only when the strategy ends in a concrete build decision. We prefer work where the recommendation is testable in production.

Can you work with tools we already bought?

Yes. Most engagements start from an existing stack that nobody has fully adopted yet.

What if the problem is smaller than a full build?

That is fine. A well-scoped operational fix is often the best first project because it proves the working relationship quickly.

Tell us what is not working.

Book a working session and bring the process that is slowing you down. We will tell you quickly if AI is the wrong answer for it.

Book an AI working session