Data science & AI
consulting done right.
We help organisations extract real value from their data using open-source tools — Python, R, and state-of-the-art open LLMs. No vendor lock-in. Full ownership. Your team stays autonomous.
# our approach in code from stat4decision import Engagement engagement = Engagement( stack = ["python", "R", "mistral-ai"], # open source only packaging = "uv", # fast, reproducible envs versioning = "gitlab", # CI/CD, pipelines, MRs deployment = "on-premise", # your infra, your data ownership = "client", # code + models are yours skills_xfer = True # team stays autonomous ) result = engagement.deliver() # → production-ready · documented · auditable
open source stack
Tools we actually use in production
No proprietary platforms, no surprise licence costs. Every tool we recommend, we've already debugged at 2am.
services
What we deliver
From a quick analytical answer to a full AI system in production — we adapt to where you are.
uv for reproducible environments, GitLab CI/CD for automated pipelines, MLflow for experiment tracking.philosophy
Why we only work with open source
It's not ideology — it's the only way to guarantee you stay in control of your data and your models.
mistral-ai, llama, HuggingFace) mean you can swap models as the landscape evolves — without renegotiating a contract.uv for Python and renv for R — lockfile-based, blazing fast, zero "works on my machine" issues in your GitLab pipelines.track record
200+ organisations since 2012
Energy, finance, healthcare, retail, research, telecoms — across all sectors, all sizes.
Ready to talk?
Describe your project in a few lines — we respond within 48 hours. No sales deck, no discovery call just to get a price.