The Zeour glossary.

also: queue abandonment · walk-away rate · walk-out rate

The percentage of visitors who join a queue but leave before being served — a leading indicator of dissatisfaction and lost revenue.

also: clinical ai · ai scribe · ai medical assistant

A side-pane AI in the EMR that summarises history, drafts notes from voice, suggests differential diagnoses, and flags drug interactions.

also: air gap · air-gapped · offline deployment

A system deployed on a network with no physical or logical connection to the public internet — the strictest form of sovereign deployment.

also: automatic number plate recognition · license plate recognition · lpr

Camera-based reading of a vehicle's registration plate to control gates, charge tariffs, or trigger access — the no-token alternative to RFID for parking access.

also: arabic llm · rtl language model · arabic generative ai

An open-weight or fine-tuned LLM that handles Modern Standard Arabic and major dialects with appropriate tokenisation efficiency and right-to-left rendering at the application layer.

also: AOV · avg order value · basket size

The mean revenue per transaction across an operator's retail or hospitality estate — primary metric for measuring kiosk upsell impact, drive-thru order optimisation, and basket-building campaigns.

also: bilingual production baseline · en/ar baseline · engineered multilingual

Zeour's production-default that every platform ships with English + Arabic full right-to-left as a first-class framework concern — with any other locale extensible per engagement.

also: branch modernisation · branch redesign · physical channel transformation

The end-to-end programme of rethinking what a physical branch does — usually replacing teller-heavy floors with advisory-led layouts powered by digital self-service, queueing, signage, and feedback.

also: bring your own key · customer-managed keys · cmk

A deployment model where the operator supplies and controls the encryption keys protecting their data — the vendor cannot decrypt without operator co-operation.

also: california consumer privacy act · california privacy rights act · cpra

California's data-protection law — and the CPRA amendment in force since 2023 — establishing data-subject rights for California residents.

also: CMS · clinic management software · practice management system

The single platform that runs a clinic or hospital — EMR, appointments, billing, lab, radiology, pharmacy, patient portal, telemedicine and (in 2026) a bounded AI clinical assistant.

also: cdss · cds · clinical decision support system

Software inside the EMR that surfaces evidence-based guidance — drug interaction warnings, screening reminders, differential diagnoses — at the point of care.

also: context length · token window · input window

The maximum amount of text an LLM can process in a single request, measured in tokens — caps how much document context can be fed for RAG and long-form analysis.

also: Temenos integration · Finacle integration · Mambu integration

The integration spec between a bank's queue management / appointment / kiosk platform and the bank's core banking system — Temenos, Finacle, Mambu — so customer + account data pre-loads at the counter.

also: customer satisfaction · satisfaction score · csat score

A simple post-service rating — typically 1-5 or 1-10 — capturing how satisfied a customer was with a specific interaction.

also: exit feedback · csat capture · voice of customer

In-branch tablets, kiosks, web links, or SMS that capture CSAT / NPS at the moment of service — tied back to the visit, the counter, the reason, and the staff member.

also: cyber essentials plus · ncsc cyber essentials · uk cyber essentials

The UK NCSC's baseline cybersecurity certification — a five-control posture (firewalls, secure config, access control, malware, patches) increasingly required for UK government contracts.

also: data sovereignty · in-country data · data localisation

A requirement that personal or regulated data is stored, processed, and backed up within a defined jurisdiction — usually a country or a treaty bloc.

also: DSAR · subject access request · SAR

The data-subject's right to request a copy of all personal data an operator holds about them, plus deletion, correction and processing-restriction rights — under GDPR, PDPL and equivalent laws.

also: scheduled content · time-based scheduling · content scheduling

Scheduling different digital-signage content at different times of day — breakfast offers in the morning, lunch menu midday, evening promotions after 5pm.

also: digital imaging and communications in medicine · medical imaging standard

The international standard for storing, transmitting, and displaying medical images — every CT, MRI, X-ray, and ultrasound runs on it.

also: digital signage software · signage cms · screen cms

A multi-tenant content management system that schedules and streams content to a fleet of large-format displays from one console.

also: Discovery · scoping phase · Discovery engagement

The first phase of Zeour's 5-phase fixed-fee engagement model — a fixed-fee scoping + architecture + integration-map + milestone-plan deliverable that anchors the rest of the programme.

also: eprescribing · eprescription · electronic prescribing

Issuing prescriptions electronically from the EMR to the patient's preferred pharmacy — with drug interaction checks, formulary lookup, and audit trail.

also: e-Rx · electronic prescription · digital prescription

The fully-digital workflow from clinician prescription writing → drug-interaction check → national prescription network submission → pharmacy dispensing → patient pickup — with audit at every step.

also: electronic health records · health records · patient records

A patient health record designed to follow the patient across providers — the broader, interoperability-oriented cousin of an EMR.

also: EMR · electronic health record · EHR

The longitudinal digital record of a patient — demographics, encounters, problems, allergies, medications, vitals, results, attachments — owned by the clinic or hospital.

also: vector embeddings · text embeddings · dense vectors

Numerical vector representations of text (or images, or audio) where semantically similar inputs land in similar regions of vector space — the substrate of semantic search and RAG.

also: emr system · electronic medical records · clinic emr

A clinic's digital record of every patient encounter — vitals, history, notes, prescriptions, labs, attachments — owned by a single provider.

also: handover window · vendor exit · transition window

A defined post-engagement period — typically 90 days — during which the vendor supports the operator running the system independently before the contract ends.

also: granular consent · opt-in consent · specific consent

Consent that is specific, informed, unambiguous and given by a clear affirmative action — separate tickboxes per purpose, not bundled — required under GDPR, PDPL and equivalent laws.

also: fhir r4 · hl7 fhir · fast healthcare interoperability resources

The REST + JSON healthcare data standard from HL7 — replaces the pipe-delimited HL7 v2 for new national programmes and patient-facing apps.

also: llm fine-tune · instruction tuning · lora

Adapting a pre-trained LLM to your domain or task by continuing its training on a small, high-quality dataset — typically via LoRA or full SFT.

also: fixed-fee · fixed price project · milestone pricing

A delivery model where price is fixed per phase or per milestone — not time-and-materials — so the operator knows the cost before committing to the next stage.

also: drug formulary · medication list · preferred drug list

The list of medications a clinic, hospital, insurer, or jurisdiction approves for prescription — drives clinical workflow, interaction checks, and reimbursement.

also: boom barrier · parking barrier · access gate

The physical arm or boom that admits or refuses a vehicle at a parking entry / exit — controlled by the parking platform via RFID, ANPR, ticket, or mobile token.

also: general data protection regulation · eu gdpr · uk gdpr

The EU's data-protection regulation — establishes consent, purpose-limitation, residency, breach-notification, and the data-subject rights regime.

also: health insurance portability and accountability act · hipaa privacy rule · hipaa security rule

The US healthcare-data-protection law governing Protected Health Information (PHI) — covers privacy, security, breach notification, and business-associate agreements.

also: hl7 v2 · health level seven · hl7 message

The pipe-delimited messaging standard that lab analysers, radiology systems, EMRs, and admission systems use to exchange clinical data — still the lingua franca of hospital integration.

also: fhir · hl7 · fhir api

The current global standard for exchanging clinical data between healthcare systems — JSON / XML resources over a REST API.

also: icd · icd-10 · icd-11

The WHO's standard classification of diseases, signs, symptoms, and procedures — used for clinical coding, billing, and statistical reporting.

also: iec/isa 62443 · industrial cybersecurity · ics cybersecurity

The international cybersecurity standard for industrial automation + control systems (IACS) — the OT-world analogue of ISO 27001.

also: iso/iec 27001 · isms certification · information security management

The international standard for Information Security Management Systems (ISMS) — a certifiable framework for managing information-security risk.

also: kiosk lockdown · single-app mode · public-terminal mode

A device configuration that locks the OS to a single app, blocks system access, and auto-recovers — the baseline for any unattended public-facing terminal.

also: LLM · llm · foundation model

A neural network trained on internet-scale text that produces fluent generative output and powers most of what people call "AI" in 2026 — including on-premises sovereign deployments.

also: llama 3 · llama 3.1 · llama 3.2

Meta's open-weight LLM family — Llama 3.x is the dominant open-weight base for enterprise on-prem deployments through 2025-2026.

also: logical observation identifiers names and codes · loinc codes

A universal standard for identifying laboratory tests, clinical observations, and vital signs — the lingua franca of lab-result interoperability.

also: inductive loop · vehicle loop · ground loop

A buried wire loop in the road surface that detects a vehicle's presence via inductance change — the most reliable vehicle-detection technology for gate barriers and counting.

also: moe · sparse mixture of experts · expert routing

A model architecture where only a subset of weights is activated per token — runs a 100B+ effective model at the inference cost of a much smaller one.

also: mada · KNET · OmanNet

The country-operated card-payment scheme that processes domestic transactions on sovereign rails — mada in KSA, KNET in Kuwait, OmanNet in Oman, the UAE national scheme in the Emirates.

also: national digital ID · national id federation · national identity provider

The country-operated identity-federation surface citizens use to prove who they are to public + private services — typically over OIDC against a sovereign-hosted gateway.

also: saudi nca ecc · essential cybersecurity controls · ksa ecc

The Saudi National Cybersecurity Authority's Essential Cybersecurity Controls — a 114-control mandatory baseline for in-scope organisations in the Kingdom.

also: nhs data security and protection toolkit · nhs dspt · dsp toolkit

The NHS England Data Security and Protection Toolkit — an annual self-assessment that all NHS organisations and their suppliers must complete to handle patient data.

also: nis 2 · nis2 directive · network and information security directive 2

The EU's expanded cybersecurity directive (replacing NIS1) — mandates risk-management, incident reporting, and supply-chain security for thousands of in-scope entities.

also: National Platform for Health Information Exchange Services · NPHIES Saudi Arabia · KSA NPHIES

The Council of Health Insurance (CCHI) national platform for health information exchange in Saudi Arabia — the FHIR R4 spec for eligibility, pre-authorisation, claims and clinical-data exchange.

also: net promoter · nps score · promoter score

A single-question loyalty metric — likelihood to recommend on a 0-10 scale — reported as % promoters (9-10) minus % detractors (0-6).

also: ollama runtime · local llm runtime

A lightweight local LLM runtime — primarily for individual developers and small-team deployments — that wraps llama.cpp behind a friendly CLI and API.

also: omnichannel CX · unified customer experience · cross-channel customer flow

A customer-experience architecture where every channel — branch, kiosk, web, mobile app, WhatsApp, SMS, voice — converges on one customer profile, one journey state and one telemetry surface.

also: on-prem ai · sovereign ai · self-hosted llm

Open-weight large language models running on the operator's own hardware — no prompt, completion, or embedding ever leaves the perimeter.

also: appointment scheduling · appointment booking · online booking

A booking layer that lets customers reserve a slot at a specific branch with a specific staff skill, then arrives in the queue as a held ticket on the day.

also: open weight model · open weights · open source llm

A large language model whose trained parameters (weights) are published openly — runnable on the operator's own hardware without API dependency.

also: OPITO standard · oil and gas safety standard · offshore petroleum industry training organization

The Offshore Petroleum Industry Training Organization — the international standard for safety + competency training in upstream + midstream oil & gas, including visitor + contractor induction.

also: patient web portal · patient app · patient self-service

The patient-facing web + mobile surface where patients book appointments, view their record, get test results, message clinicians, refill prescriptions, pay bills and join telemedicine consults.

also: pay station · pay-station parking · pay before exit

A parking payment model where the driver pays at a kiosk before returning to their vehicle — reducing exit-queue delays vs. paying at the exit barrier.

also: pci dss 4.0 · payment card industry data security standard · pci compliance

The Payment Card Industry Data Security Standard — the security baseline that any system handling card data must meet.

also: personal data protection law · ksa pdpl · uae pdpl

Personal Data Protection Law — the data-protection regime in Saudi Arabia (and equivalents in the UAE and several Gulf states).

also: POS · point of sale system · retail POS

The retail till + payment + inventory system that processes the customer transaction at the moment of sale — integration target for self-service kiosks, queue platforms and customer-feedback loops.

also: PMS · hotel PMS · property management system

The hotel's back-office system handling reservation, check-in / check-out, room assignment, billing, housekeeping status — integration target for hotel self-service kiosks and virtual queueing.

also: model quantization · awq · gptq

Compressing LLM weights from 16-bit floats to 8-bit / 4-bit integers — runs the same model on smaller GPUs at a small accuracy cost.

also: QMS · queue management software · customer queue system

Software that issues tickets, segments visitors by reason of visit, routes them to the right counter, and measures the wait — across one branch or thousands.

also: ticket · queue token · token

The single addressable unit of a queue visit — issued from kiosk / mobile / staff intake, carries the reason of visit, and is called by display + announcement.

also: rag · rag pipeline · vector search llm

A pattern where the LLM is given relevant excerpts from a knowledge base at query time — so answers come from authoritative source documents, not the model's memory.

also: rfid card · rfid tag · rfid reader

A contactless ID technology — a small radio tag presented to a reader returns a unique code, used widely for parking, access control, and asset tracking.

also: RSA-SHA256 license · cryptographic licence gate · MAC-allowlist licence

A sovereign anti-fraud + anti-piracy pattern where each edge device boots only if a cryptographically-signed licence file (RSA-SHA256) validates against an embedded public key + MAC-address allowlist — no daily phone-home required.

also: ticketing kiosk · check-in kiosk · digital kiosk

A touchscreen station — Android or Windows — that issues tickets, prints receipts, accepts ID scans, takes payments, and stands in for a staff counter.

also: vector search · neural search · embedding search

Searching by meaning rather than keyword — uses embeddings + a vector database to surface documents that match the query's intent even when no terms overlap.

also: handle time · aht · average handle time

The elapsed time a staff member spends serving a single visitor — used for capacity planning, staff scheduling, and per-reason SLAs.

also: skills routing · staff skill routing · matrix routing

Routing a visitor to the staff member whose skill matrix matches the reason of visit — not just to the next available counter.

also: parking management system · rfid parking · parking platform

A parking platform combining gate / barrier control, ticket or RFID access, payment, occupancy sensing, and a back-office for tariffs and reporting.

also: snomed · snomed clinical terms

A comprehensive clinical terminology covering diseases, findings, procedures, and body structures — finer-grained than ICD and increasingly required in mature EHR systems.

also: soc 2 type ii · soc 2 audit · service organization control 2

A US-originated audit framework — SOC 2 Type II — that attests a service provider has effective controls over security, availability, confidentiality, processing integrity, and privacy.

also: code escrow · software escrow · source escrow

A contractual arrangement where the vendor deposits source code with a neutral third party — the operator can claim it under defined trigger conditions (vendor bankruptcy, abandonment, etc.).

also: data sovereignty · sovereign cloud · data residency

Software that runs entirely inside the operator's perimeter — their hardware, their network, their backups, their keys — with no third-party dependency for continued operation.

also: telehealth · webrtc consultation · remote consultation

Clinical consultation conducted over video — typically WebRTC in modern systems — with patient identity, recording controls, and EMR linkage.

also: vector db · vector store · vector index

A database optimised for storing and querying high-dimensional embedding vectors — the storage layer behind semantic search and RAG.

also: video wall display · lcd wall · tiled display

A large display surface assembled from multiple panels that show one logical canvas — driven from a digital signage CMS with per-tile or whole-wall content.

also: virtual queue · remote queue · mobile queue

Joining a queue from your phone before you arrive — so the wait happens at home, in your car, or in another shop, not in the foyer.

also: Saudi Vision 2030 · We the UAE 2031 · Kuwait Vision 2035

The country-level strategic transformation programmes shaping public + private investment across the GCC — KSA Vision 2030, We the UAE 2031, Kuwait Vision 2035 (New Kuwait), Oman Vision 2040.

also: VMS · visitor sign-in · visitor badge system

Pre-registration, on-site sign-in, badge printing, host notification, NDA capture, and visitor analytics — for any premises that admits people who don't work there.

also: vllm inference · paged attention · llm inference server

A high-throughput LLM inference server using paged-attention memory management — the typical production runtime for self-hosted open-weight models.

also: walk-in to queue · kerb conversion · door-side conversion

The door-side flow that lets a customer who arrives without a pre-booking convert into the same queue / appointment routing system as pre-booked visitors — typically via kiosk, staff tablet, or QR poster.

also: indoor navigation · digital wayfinding · interactive directory

Interactive directories on touchscreens or phones that orient visitors inside complex buildings — airports, malls, hospitals, government complexes, universities.

also: wcag · web content accessibility guidelines · wcag 2.2

The W3C Web Content Accessibility Guidelines at AA conformance — the legally-cited accessibility standard for public-sector, healthcare, and most enterprise procurement in 2026.

also: web real-time communication · webrtc video · browser video call

The browser-native real-time video, audio and data standard — what lets a clinician start a telemedicine call from the EMR without the patient installing an app.

also: WhatsApp BSP · WhatsApp enterprise API · WABA

Meta's enterprise-grade messaging API for high-volume customer notifications, two-way support, virtual queueing, appointment reminders and feedback surveys — accessed via a Business Service Provider (BSP).