I support you from analysis to a running system: remotely, with documentation, and in a way your team can understand.
AI
AI assistants & knowledge access
When people spend time searching instead of working, you do not need another chatbot, but an assistant that reaches your sources: SharePoint, files, wikis, databases. I build RAG-based solutions that stay model-agnostic and fit your existing IT.
FX
Workflow & process automation
Recurring tasks such as filing, approvals, reporting, onboarding or data sync can be permanently relieved. Whether Microsoft 365, Google Workspace, Make, Zapier, custom APIs or your own orchestration: the process matters more than the tool brand.
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System integration
Breaks between email, Excel, CRM and file storage cost time and create errors. I connect existing systems so data flows, without forcing you to replace your entire landscape.
AI & automation strategy
Which model? Which tool? Cloud or on-premise? I help with selection, prioritisation and architecture, with an eye on cost, privacy and long-term independence.
Process
How we work together
Analysis & prioritisationWe identify recurring work and assess impact, risk and effort.
ConceptA lean concept: triggers, data sources, architecture, model/tool choice and success criteria.
Build & testImplementation, testing with sample or live data, documentation for your team.
Go-live & optimisationSupport after rollout, fine-tuning and optional ongoing retainer.
Who this is a good fit for
SMEs and departments with many manual workflows
Teams using Microsoft 365, Google or mixed tool stacks
Organisations that want AI without locking into one vendor
IT and business teams that need pragmatic delivery, not slide decks
