AI consulting
Practical AI, built to work in production.
I help companies turn AI from an experiment into something that ships: from picking the right problem to building and running the solution.
- Agentic solutions
- Data science
- Forecasting
- Optimization
- MLOps
Services
What I do
AI strategy & feasibility
Find where AI actually pays off in your business, and where it doesn't, before you spend money building it.
Agentic solutions
AI agents and LLM-powered workflows that work with your own documents, data and tools, with evaluation so you know they work.
Data science & ML
Forecasting, optimization and classical machine learning when an LLM is not the right tool.
Production & MLOps
Pipelines, deployment and monitoring so a prototype becomes something your team can rely on.
Process
How I work
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Understand
We define the problem, the data you have and what success looks like, in measurable terms.
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Prototype
A working proof of concept fast, evaluated against real examples instead of demos.
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Ship
Production deployment, monitoring and handover so your team owns it.
Work
Selected work
All work →Writing
Latest from the blog
All posts →About
About
I'm Erik Norlander, an independent consultant with a background in physics and machine learning going back to 2017. encodit is just me, so you work directly with the person doing the work. I also write about what I learn along the way.
Let's talk
Have a problem you think AI might help with? Tell me about it. A first conversation is free.