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Work / Selected systems

Systems in practice.

Selected client work and product development across digital platforms, applied AI, automation and software engineering.

Client systemsAI workspacesDigital operationsProduct development

Client work / Selected

WRK-001 · in operation

Private clinic · Zürich

Klinik Tiefenbrunnen

A connected digital environment spanning public experience, applied AI, analytics and ongoing technical operation.

A long-term digital programme for a private clinic in Zürich, connecting its public digital platform with AI-assisted interaction, analytics and the foundation for controlled internal AI workflows.

The work combines strategy, architecture, implementation and operation rather than treating the website, AI and internal systems as separate projects.

Problem classConnected digital operations
RoleStrategy · architecture · engineering
SurfacesWebsite · AI · analytics · workspace
OperationBuild · deploy · improve
Digital platformApplied AIAnalyticsOperations
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Built & operated

PLT-001 · active development

Quality & AI Performance Platform

QAPP

A modular platform for AI monitoring, quality, internal AI workspaces and controlled organisational knowledge. QAPP is designed as a reusable multi-tenant system rather than a one-off client application.

01verified

AI Workspace

Tenant-aware AI workflows, conversations, usage visibility and controlled operational access.

02verified

AI Monitoring & Quality

Monitoring, analysis, review and quality workflows for deployed AI systems.

03core verified

Knowledge

Managed organisational knowledge with controlled ingestion, lifecycle and retrieval foundations.

04verified

Tenant Platform

Tenant context, roles, permissions and isolated organisational workspaces.

QAPP is under active development. Public descriptions reflect verified platform capabilities; planned integrations are not presented as completed features.

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System ledger

Selected disciplines

The work behind the work.

SYS-01Digital platforms

Web platforms · customer experience · operational interfaces

SYS-02Applied AI

AI assistants · guided workflows · server-side AI systems

SYS-03Automation & integration

APIs · connected workflows · system integration

SYS-04AI quality

Monitoring · evaluation · review · operational visibility

SYS-05Knowledge systems

Controlled sources · retrieval foundations · governance

SYS-06Digital operations

Deployment · monitoring · maintenance · continuous improvement

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