01
AI
From use-case discovery to working systems: assistants, retrieval, agents and automation — scoped against a real process, measured against a real outcome, and owned by the team afterwards.
Use casesRAG & agentsAutomation
AI · Cloud · Data
The best AI use cases are already inside your processes.
I'm Tony Svedemo. I work with organisations to look closely at how work actually gets done, find the use cases worth doing in AI, Cloud and Data — and then build the solutions together with the business, not beside it.
What I do
Three capabilities, one engagement.
Most organisations don't need another strategy document. They need someone who can sit with the process, see where AI, cloud and data genuinely change the economics, and then ship it.
02
Cloud
Platform and architecture decisions that hold up: where workloads belong, what to modernise, what to leave alone, and how to keep cost and governance visible from day one.
ArchitectureMigrationFinOps
03
Data
Making data usable before making it clever. Pipelines, models and quality that reflect how the business actually describes itself — so the next AI use case has something solid to stand on.
PlatformsModellingQuality
How I work
Look at the process. Pick the use case. Build it together.
A short, honest loop instead of a long programme. Each step produces something you can act on even if we stop there.
01
Map the process
Walk the workflow with the people in it. Where does time go, where does judgement happen, where does information get lost?
02
Find the use cases
Turn friction into a shortlist — each one with a value case, a data reality check and a rough build cost.
03
Build it with the business
Small working increments, developed alongside the team who will use it. Feedback in days, not quarters.
04
Hand over capability
Documented, running, and understood internally — plus the pattern to apply to the next process yourselves.
Contact
Have a process worth looking at?
Tell me what you're trying to change. If there's a use case in there, I'll say so — and if there isn't, I'll say that too.