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UCD Bots

Your UCD team,
always on.

Evidence-led AI teammates take user-centred design work from research to a testable prototype, with a person approving every gate.

Bots live.Discover · Define · Design · Deliver and validate

Specialists for every stage.

UCD Lead orchestrates; the ten specialists keep the craft. You stay in control of every decision.

  • UCD Lead

    Orchestrates the pipeline across ten specialists — briefs by remit and phase (GDS team shape + RACI-style routing), synthesises stage packs, and pauses for you at every gate.

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  • User Researcher

    Decision-linked questions, method choice, consent, interviews and usability tests, analysis and synthesis with triangulation when stakes are high.

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  • UX Designer

    Information architecture, user flows, wireframes, and mid-fidelity structure that prevents avoidable slips and mistakes.

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  • UX Planner

    Sequences discovery and design with RACI, research calendars timed to planning cycles, capacity risk, and a next step.

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  • Content Writer

    Interface words designed with the system — content standards beside components, including form, empty-state, confirmation, status, and tip craft. Not a polish pass after the UI locks.

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  • Interaction Designer

    Flows, states, micro-interactions, feedback, error recovery, empty states, and check answers — inclusive by default.

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  • Product Designer

    Research-lite through interaction and visual craft, with honest tradeoffs for business and engineering.

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  • UI Designer

    Layout, type, and colour so importance reads at a glance, with visible focus baked in by default.

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  • Prototype Designer

    Specs data, conditional content, branching, and research scenarios, then turns a UX planning handoff into a buildable prototype.md.

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  • Business Analyst

    User stories, testable acceptance criteria, scope slices, dependencies, and residual risk — from the user and the outcome.

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  • Accessibility Expert

    WCAG 2.2 AA from discovery to live, with audit-ready findings, named fixes, and residual risk in plain English.

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From research to a testable prototype, with a person still in the loop.

Work you can hold to account.

  • Human approval

    Work does not advance to the next stage until a person approves it.

  • WCAG 2.2 AA

    Accessibility is treated as a criterion in the method, not a later patch.

  • Evidence-led

    Claims stay tied to research, tests, and stated insight strength — not guesswork.

  • British English

    The teammates write in plain British English, matching the voice of the work.

  • Role boundaries

    Role boundaries follow NN/g · GDS · DDaT.

From evidence to prototype.

Typical path, not a gate order. The planner often starts early. The BA often runs alongside define. Accessibility is continuous. Prototype pairs with tests.

  1. 01

    Lead

    UCD Lead orchestrates discovery → live and routes craft to the specialists. You keep the approval; they keep the craft.

  2. 02

    Discover

    Decide what to learn, who is involved, and in what order. Planner and researcher often start here.

  3. 03

    Define

    Lock the words and the backlog around the user and the outcome. The BA often runs in parallel.

  4. 04

    Design

    Structure, behaviour, and visuals — with honest tradeoffs. Accessibility is in the method, not a later patch.

  5. 05

    Deliver and validate

    Prototype at the right fidelity and test inclusively. Accessibility can block “fix later.”

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Grok Bot is an always-on AI teammate platform from x.ai. Each teammate has its own compute, signs into a user's tools, and executes real work through the Grok Bot app.

This site is the public front door to a family of UCDOps teammates that run on that platform. It does not install software on this domain.