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[00] // WRKSTEAD · APPLIED AI

Applied AI, properly built.

We design multi-agent systems your team can trace, test and run — train the people who look after them — and build products of our own.

Start a conversation →See PanelAce
[01] // WHAT WE DO

Three ways to work with the workshop

[01]Systems & agent architectureWorkflows joined into agent pipelines that are traced, tested and handed over to your team. [02]Applied AI trainingPractical sessions for leaders and teams, built around your own tools and examples. [03]ProductsSoftware we build and run ourselves, starting with PanelAce.
[02] // HOW WE WORK

The architect, not the magician.

No demos that break on Monday. Every system we deliver is built to be understood by the people who will own it.

[01]

Traced

Every agent step is logged and reviewable, so you can see what happened and why.

[02]

Tested

Evaluated against your own real cases before it touches live work.

[03]

Handed over

Documented, in your accounts, owned by your team. No lock-in.

[03] // FIRST PRODUCT

PanelAce

Practise the interview, not just the questions.

Timed, spoken mock interviews for UK doctors preparing for specialty training interviews — internal medicine, surgery, anaesthetics and paediatrics — with feedback you can act on.

  • [01]Spoken answers against a real question timer, with a multi-member AI panel.
  • [02]Scores against a structured rubric, with every mark citing what you actually said.
  • [03]Question-by-question review: the question, your answer, the mark and the anchors used.
  • [04]Built for accessibility: captions, extended time, larger text, reduced motion, full keyboard use.

PanelAce is independent and not affiliated with the NHS, any Royal College, regulator or recruitment body.

[—] // START HERE

Tell us what you’re trying to make work.

A short email is enough: what you do, what’s slowing you down, and the tools you already use. We reply within two working days.