Alessandro L. Piana Bianco
Strategic Innovation & Design — EU / MENA

Glossary

Defined terms I use across design governance, agentic experience, trust, and scalable delivery. Each entry is short, operational, and linked back to evidence and case work.

Defined term

Agentic Experience (AX)

Agentic Experience (AX): patterns for shipping human–AI collaboration with orchestration, guardrails, explainability, and adoption—without silent failure.

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Operational truth

Operational truth: design based on what actually happens in operations—states, exceptions, handoffs, and constraints—so services ship without support debt.

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Trust cues

Trust cues: design signals that make risk, intent, and control legible—so users understand what a system is doing and why, especially in high-stakes contexts.

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Auditability UX

Auditability UX: making decisions, actions, and states traceable and usable for operators, compliance, and investigations—without turning the product into a dashboard.

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Recoverability

Recoverability: designing flows and systems so failures can be detected, reversed, retried, or safely handed off—without data loss or user harm.

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Consent and control

Consent and control: making permissions, purpose, retention, and revocation understandable and actionable—so users can actually govern their data and identity.

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Progressive autonomy

Progressive autonomy: a deliberate ladder from assistive to autonomous behavior, with guardrails, oversight, and reversibility at each step.

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Contestability

Contestability: designing the ability to challenge, correct, and appeal system decisions—so trust survives mistakes and power remains accountable.

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Decision artefacts

Decision artefacts: lightweight documents that capture context, constraints, tradeoffs, and ownership—so teams move faster with fewer reversals.

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Governance that ships

Governance that ships: operating rhythms, decision rights, and quality gates that increase delivery speed and coherence—without process theatre.

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Common core + local layers

Common core + local layers: a scaling strategy that keeps global coherence while allowing local adaptation—without fragmentation.

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State model

State model: a shared definition of system states and transitions that makes complex journeys governable, recoverable, and auditable.

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Evidence surfaces

Evidence surfaces: UX patterns that show the basis of a recommendation or decision—inputs, constraints, provenance—so outcomes remain explainable and contestable.

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Escalation paths

Escalation paths: predefined handoff routes for blocked decisions and high-risk uncertainty—so teams don’t hide problems until launch.

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Quality gates

Quality gates: lightweight, risk-based checks that protect high-stakes journeys—so teams ship faster with fewer reversals and fewer incidents.

Contact

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