[ AI / Experience ]

    AI UX & Experience Design for humans.

    Human-centred AI experience design services — interaction patterns, explainable AI (XAI), trust mechanics and ethical frameworks that turn probabilistic models into products users actually adopt.

    AI UXExplainabilityEthicsSystem design
    Trust

    By design

    XAI

    Native

    WCAG-AA

    Baseline

    Ethical

    Frameworks

    [ What we build ]

    Engineered for scale.

    AI changes the contract between user and software — outputs are probabilistic, behaviour evolves, mistakes happen. We design experiences that contain that uncertainty: transparent confidence, visible sources, undo where it matters and graceful failure where it doesn't.

    [ Features ]

    CORE capabilities.

    01

    AI interaction design

    Patterns for prompt, response, correction, citation and continuation.

    02

    Explainable AI (XAI)

    Surfacing confidence, sources, reasoning and limits without overwhelming users.

    03

    Trust & safety UX

    Disclosure, opt-outs, consent and harm-reduction patterns.

    04

    Ethical AI frameworks

    Bias review, dataset audits and decision-impact assessments.

    05

    Workflow integration

    AI woven into existing user flows — not bolted on as a chatbot panel.

    06

    Evaluation with users

    Usability and trust testing as part of every release loop.

    [ Process ]

    HOW WE deliver.

    01

    Discovery & data audit

    We map the use case, evaluate data readiness and de-risk the AI hypothesis before any model work.

    02

    Prototype & evaluate

    Rapid prototypes with structured eval sets so we measure quality before scaling spend.

    03

    Productionise

    Hardened pipelines, guardrails, observability, cost controls and a CI loop tuned for ML.

    04

    Operate & improve

    Drift monitoring, eval regression suites and a roadmap that compounds model quality over time.

    [ Tech stack ]

    Tools we trust.

    FigmaOrigamiFramerMazeLookbackHotjarFullStory

    [ Why this matters ]

    Outcomes you measure.

    • AI interfaces users actually trust and adopt
    • Lower abandonment from confusing or opaque outputs
    • Defensible UX patterns audited for bias and harm
    • Faster iteration informed by real user trust signals

    [ FAQ ]

    Common questions.

    [ Now booking Q3 2026 ]

    LET'S BUILD
    YOUR AI advantage.

    One async intake, one 30-minute call, one tightly-scoped proposal. No procurement theatre.

    Let's make an impact together.
    sales@seraphic.io

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